Multiple engagement by an individual on a social media post is rare: Insight from an analysis of 3.5 million Instagram user accounts and 29 user interviews.

Jim Jansen Bernard J. Jansen Bernard Jim Jansen Qatar Computing Research Institute (QCRI), Doha, Qatar Hamad Bin Khalifa University (HBKU), College of Science and Engineering, Doha, Qatar Pennsylvania State University, College of Information Sciences and Technology,, University Park, PA, USA Texas A&M University, College Station, TX, USA United States Military Academy (USMA), West Point, NY, USA https://www.bernardjjansen.com/ http://www.eecs.usma.edu/usma/academic/eecslinstruct/jansen/ https://orcid.org/0000-0002-6468-6609 https://scholar.google.com/citations?user=gyhAqMQAAAAJ https://dl.acm.org/profile/81100141790 https://zbmath.org/authors/?q=ai:jansen.bernhard-j https://mathgenealogy.org/id.php?id=205747 https://www.wikidata.org/entity/Q24515365 https://www.wikidata.org/entity/Q57979374 https://www.scopus.com/authid/detail.uri?authorId=7202560690 https://d-nb.info/gnd/1236207440

Kholoud Khalil Aldous Sercan Sengün Joni Salminen Ali Farooq 0001 Soon-Gyo Jung Bernard J. Jansen Multiple engagement by an individual on a social media post is rare: Insight from an analysis of 3.5 million Instagram user accounts and 29 user interviews. 2026 100113 10 Data Inf. Manag. 1 https://doi.org/10.1016/j.dim.2025.100113 db/journals/dim/dim10.html#AldousSSFJJ26 streams/journals/dim

Joni Salminen Soon-Gyo Jung Ilkka Kaate Trang Thi Thu Xuan Jinan Y. Azem Kholoud Khalil Aldous Danial Amin 0001 Bernard J. Jansen AI representing personas representing user groups: Applying the agency theory to examine interaction challenges of conversational personas as decision-making tools. 2026 114633 205 Decis. Support Syst. https://doi.org/10.1016/j.dss.2026.114633 db/journals/dss/dss205.html#SalminenJKXAAAJ26 streams/journals/dss

Joni Salminen Lene Nielsen Ali Farooq 0001 Bernard J. Jansen AI-generated personas: Representing user needs with generative AI models. 2026 103745 209 Int. J. Hum. Comput. Stud. https://doi.org/10.1016/j.ijhcs.2026.103745 db/journals/ijmms/ijmms209.html#SalminenNFJ26 streams/journals/ijmms

Danial Amin 0001 Joni Salminen Farhan Ahmed Sonja M. H. Tervola Sankalp Sethi Bernard J. Jansen Creating and Evaluating Personas Using Generative AI: A Scoping Review of 81 Articles. 421:1-421:23 2026 CHI https://doi.org/10.1145/3772318.3790608 conf/chi/2026 db/conf/chi/chi2026.html#AminSATSJ26 Lene Nielsen Sara Marie Ertner Bernard J. Jansen Joni Salminen Messy Methods and Moderation in User Tests. 463:1-463:5 2026 CHI Extended Abstracts https://doi.org/10.1145/3772363.3798368 conf/chi/2026a db/conf/chi/chi2026a.html#NielsenEJS26 A. Baki Kocaballi Mirjana Prpa Joni Salminen Danial Amin 0001 Bernard J. Jansen From Generation to Simulation: Responsible Use of AI Personas in Human-Centered Design and Research. 945:1-945:5 2026 CHI Extended Abstracts https://doi.org/10.1145/3772363.3778745 conf/chi/2026a db/conf/chi/chi2026a.html#KocaballiPSAJ26 Xinyi Tu 0001 Francesco Biondani Danial Amin 0001 Angelica Fabillar Trang Thi Thu Xuan Huma Bano Adeel Sonja M. H. Tervola Carlo Berlingeri Franco Fummi Joni Salminen Bernard J. Jansen "Pathways to the Metaverse": Exploring the User Experience Mechanisms Driving Technology Acceptance in Virtual Lab Visits with an LLM-powered Avatar. 1722-1741 2026 IUI https://doi.org/10.1145/3742413.3789084 conf/iui/2026 db/conf/iui/iui2026.html#TuBAFXATBFSJ26 Kathleen W. Guan Easha Jadnanansing Mohammed Amara Kirmina Rezk Bernard J. Jansen Mark de Reuver João Fernando Ferreira Gonçalves Caroline A. Figueroa Lived experience in dialogue: co-designing adaptive support in large language models for youth well-being. 211-225 2026 UMAP Workshops https://ceur-ws.org/Vol-4206/llm4wellrec-3.pdf conf/um/2026w db/conf/um/umap2026w.html#GuanJARJRGF26 Kathleen W. Guan Sarthak Giri Mohammed Al Owayyed Bernard J. Jansen Gayane Sedrakyan João Fernando Ferreira Gonçalves Mark de Reuver Caroline A. Figueroa Leveraging Participatory Personas for Reflexive Co-design of Personalization in Large Language Models. 506-509 2026 UMAP https://doi.org/10.1145/3774935.3812729 conf/um/2026 db/conf/um/umap2026.html#GuanGOJSGRF26

Danial Amin 0001 Joni Salminen Bernard J. Jansen How to Model AI Agents as Personas?: Applying the Persona Ecosystem Playground to 41,300 Posts on Moltbook for Behavioral Insights. 2026 March abs/2603.03140 CoRR https://doi.org/10.48550/arXiv.2603.03140 db/journals/corr/corr2603.html#abs-2603-03140 streams/journals/corr

Youmen Chaaban Song-Gyo Jung Johanne Medina Jinan Y. Azem Joni Salminen Bernard J. Jansen Examining Student Teachers' Agency in an AI-Supported Learning Environment: Q Methodology Research. 4083-4107 2025 December 35 Int. J. Artif. Intell. Educ. 6 https://doi.org/10.1007/s40593-025-00529-y db/journals/aiedu/aiedu35.html#ChaabanJMASJ25 streams/journals/aiedu

Ilkka Kaate Joni Salminen Soon-Gyo Jung João M. Santos 0001 Essi Häyhänen Trang Xuan Jinan Y. Azem Bernard J. Jansen The 'fourth wall' and other usability issues in AI-generated personas: comparing chat-based and profile personas. 4136-4152 2025 October 44 Behav. Inf. Technol. 16 https://doi.org/10.1080/0144929x.2025.2469659 db/journals/behaviourIT/behaviourIT44.html#KaateSJSHXAJ25 streams/journals/behaviourIT

Ilkka Kaate Joni Salminen Reham Al Tamime Soon-Gyo Jung Bernard J. Jansen Is Deepfake Diversity Real? Analyzing the Diversity of Deepfake Avatars. 126382 2025 269 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2025.126382 db/journals/eswa/eswa269.html#KaateSTJJ25 streams/journals/eswa

Sercan Sengün João M. Santos 0001 Joni Salminen Milica Milenkovic Bernard J. Jansen Is Death Only the Beginning? How People Mourn Artificial Characters in Social Media. 77-124 2025 20 Games Cult. 1 https://doi.org/10.1177/15554120231190195 db/journals/gac/gac20.html#SengunSSMJ25 streams/journals/gac

Soon-Gyo Jung Joni Salminen Kholoud Khalil Aldous Bernard J. Jansen PersonaCraft: Leveraging language models for data-driven persona development. 103445 2025 197 Int. J. Hum. Comput. Stud. https://doi.org/10.1016/j.ijhcs.2025.103445 db/journals/ijmms/ijmms197.html#JungSAJ25 streams/journals/ijmms

Ilkka Kaate Joni Salminen Soon-Gyo Jung João M. Santos 0001 Kholoud Khalil Aldous Essi Häyhänen Jinan Y. Azem Bernard J. Jansen Demographics do not matter?: Exploring the impact of gender and ethnicity on users' identification with AI-generated personas. 103548 2025 202 Int. J. Hum. Comput. Stud. https://doi.org/10.1016/j.ijhcs.2025.103548 db/journals/ijmms/ijmms202.html#KaateSJSAHAJ25 streams/journals/ijmms

Danial Amin 0001 Joni Salminen Bernard J. Jansen Joongi Shin Dae Hyun Kim 0005 Generative AI personas considered harmful? Putting forth twenty challenges of algorithmic user representation in human-computer interaction. 103657 2025 205 Int. J. Hum. Comput. Stud. https://doi.org/10.1016/j.ijhcs.2025.103657 db/journals/ijmms/ijmms205.html#AminSJSK25 streams/journals/ijmms

Ilkka Kaate Joni Salminen Soon-Gyo Jung Trang Thi Thu Xuan Jinan Y. Azem João M. Santos 0001 Bernard J. Jansen When Personas Talk to You: Evaluating the Evolution of User Personas from Static Profiles to Conversational User Interfaces. 2350-2372 2025 Conference on Designing Interactive Systems https://doi.org/10.1145/3715336.3735676 conf/ACMdis/2025 db/conf/ACMdis/ACMdis2025.html#KaateSJXA0J25 Jinan Y. Azem Joni Salminen Kholoud Khalil Aldous Fatou Gueye Bernard J. Jansen Are We Still Under-Serving the Underserved?: An Analysis of 56 Blue-Collar Workers Using 2 Online Information Services. 2652-2668 2025 Conference on Designing Interactive Systems https://doi.org/10.1145/3715336.3735770 conf/ACMdis/2025 db/conf/ACMdis/ACMdis2025.html#AzemSAGJ25 Leen F. Al Qadi Soon-Gyo Jung Danial Amin 0001 Amani Alabed Joni Salminen Bernard J. Jansen Representing Religious Practices via AI-Generated Personas: A Case Study of Ramadan Behaviors from Four Predominantly Muslim Countries. 1-10 2025 AICCSA https://doi.org/10.1109/AICCSA66935.2025.11315204 conf/aiccsa/2025 db/conf/aiccsa/aiccsa2025.html#QadiJAASJ25 Joni Salminen Danial Amin 0001 Bernard J. Jansen Using AI for User Representation: An Analysis of 83 Persona Prompts. 1-8 2025 AICCSA https://doi.org/10.1109/AICCSA66935.2025.11315350 conf/aiccsa/2025 db/conf/aiccsa/aiccsa2025.html#SalminenAJ25 Joni Salminen Danial Amin 0001 Soon-Gyo Jung Bernard J. Jansen The Use of Large Language Models in HCI: A Critical Analysis of Synthetic Users. 413-417 2025 AHs https://doi.org/10.1145/3745900.3746108 conf/aughuman2/2025 db/conf/aughuman2/ahs2025.html#SalminenAJJ25 Soon-Gyo Jung Johanne Medina Kholoud Khalil Aldous Jinan Y. Azem Joni Salminen Bernard J. Jansen Cipherbot: A Learning Platform for AI-Augmented Education. 478-481 2025 AHs https://doi.org/10.1145/3745900.3746106 conf/aughuman2/2025 db/conf/aughuman2/ahs2025.html#JungMAASJ25 Sankalp Sethi Joni Salminen Danial Amin 0001 Bernard J. Jansen "When AI Writes Personas": Analyzing Lexical Diversity in LLM-Generated Persona Descriptions. 35:1-35:8 2025 CHI Extended Abstracts https://doi.org/10.1145/3706599.3719712 conf/chi/2025a db/conf/chi/chi2025a.html#SethiSAJ25 Bernard J. Jansen Kathleen W. Guan Joni Salminen Kholoud Khalil Aldous Soon-Gyo Jung What is User Engagement?: A Systematic Review of 241 Research Articles in Human-Computer Interaction and Beyond. 457:1-457:19 2025 CHI https://doi.org/10.1145/3706598.3713505 conf/chi/2025 db/conf/chi/chi2025.html#JansenGSAJ25 Habiba Farzand Ali Farooq 0001 Joni Salminen Bernard J. Jansen When Scales Fail to Measure Up: How Not to Measure Social Media Privacy-Findings of a Representative Survey in 16 Countries. 600:1-600:9 2025 CHI Extended Abstracts https://doi.org/10.1145/3706599.3720138 conf/chi/2025a db/conf/chi/chi2025a.html#Farzand0SJ25 Leen F. Al Qadi Safa R. Amin Alah Omar Lynne M. Fraser Jinan Y. Azem Joni Salminen Bernard J. Jansen "Seriously, I'm Okay With Criticism": Assessing Participants Emotional Reactions During Participatory User Sessions via EEG Hyperscanning Analysis. 619:1-619:8 2025 CHI Extended Abstracts https://doi.org/10.1145/3706599.3720077 conf/chi/2025a db/conf/chi/chi2025a.html#QadiAOFASJ25 Bernard J. Jansen Jinan Y. Azem Joni Salminen "Using a Computer for the First Time, So I Feel It's Hard": A Qualitative Analysis of Usability Pain Points for Blue-and White-Collar Users in an 86-Participant User Study. 35:1-35:10 2025 CHItaly https://doi.org/10.1145/3750069.3750390 conf/chitaly/2025 db/conf/chitaly/chitaly2025.html#JansenAS25 Nema Ahmed Wafa Elhag Huda Rafiq Azma Mulundika André Schmid Fatou Gueye Esra'a Sharqawi Soon-Gyo Jung Joni Salminen Bernard J. Jansen QRPATH: Evaluating QR Codes as an Alternative to Human Observation in Physical Space Wayfinding Studies. 75:1-75:9 2025 CHItaly https://doi.org/10.1145/3750069.3750393 conf/chitaly/2025 db/conf/chitaly/chitaly2025.html#AhmedERMSGSJSJ25 Hind A. Al-Merekhi Joni Salminen Bernard J. Jansen The Tussle Between Brain Waves and Hairstyles: A Case Study of Usability Challenges with an Entry-Level EEG Device for Female Participants. 76:1-76:8 2025 CHItaly https://doi.org/10.1145/3750069.3750395 conf/chitaly/2025 db/conf/chitaly/chitaly2025.html#Al-MerekhiSJ25 Jinan Y. Azem Farhan Ahmed Joni Salminen Bernard J. Jansen Interviewing AI-Generated Personas: Talking To Your Data to Generate Qualitative Text from Users. 77-87 2025 FLLM https://doi.org/10.1109/FLLM67465.2025.11390880 conf/fllm/2025 db/conf/fllm/fllm2025.html#AzemASJ25 Kholoud Khalil Aldous Joni Salminen Soon-Gyo Jung Jinan Y. Azem Johanne Medina Salar M. Khan Amani Alabed Bernard J. Jansen Investigating the Usability of an Educational AI Chatbot by Middle School Teachers and Students for Enhanced Learning. 142-152 2025 FLLM https://doi.org/10.1109/FLLM67465.2025.11390874 conf/fllm/2025 db/conf/fllm/fllm2025.html#AldousSJAMKAJ25 Johanne Medina Soon Gyo-Jung Joni Salminen Kholoud Khalil Aldous Bernard J. Jansen EduX-RAG: Retrieval Augmented Generation Framework for Cross-Lingual Educational Chatbots. 465-473 2025 FLLM https://doi.org/10.1109/FLLM67465.2025.11390969 conf/fllm/2025 db/conf/fllm/fllm2025.html#MedinaGSAJ25 Jinan Y. Azem Soon-Gyo Jung Johanne Medina Kholoud Khalil Aldous Joni Salminen Bernard J. Jansen Cipherbot: An AI-Powered Educational Assistant for Conversational Q&A About Course Material. 660-667 2025 FLLM https://doi.org/10.1109/FLLM67465.2025.11390928 conf/fllm/2025 db/conf/fllm/fllm2025.html#AzemJMASJ25 Ilkka Kaate Joni Salminen Soon-Gyo Jung Trang Thi Thu Xuan Essi Häyhänen Jinan Y. Azem Bernard J. Jansen "You Always Get an Answer": Analyzing Users' Interaction with AI-Generated Personas Given Unanswerable Questions and Risk of Hallucination. 1624-1638 2025 IUI https://doi.org/10.1145/3708359.3712160 conf/iui/2025 db/conf/iui/iui2025.html#KaateSJXHAJ25

Danial Amin 0001 Joni Salminen Farhan Ahmed Sonja M. H. Tervola Sankalp Sethi Bernard J. Jansen How Is Generative AI Used for Persona Development?: A Systematic Review of 52 Research Articles. 2025 April abs/2504.04927 CoRR https://doi.org/10.48550/arXiv.2504.04927 db/journals/corr/corr2504.html#abs-2504-04927 streams/journals/corr

Joni Salminen Danial Amin 0001 Bernard J. Jansen Using AI for User Representation: An Analysis of 83 Persona Prompts. 2025 August abs/2508.13047 CoRR https://doi.org/10.48550/arXiv.2508.13047 db/journals/corr/corr2508.html#abs-2508-13047 streams/journals/corr

Kathleen W. Guan Sarthak Giri Mohammed Amara Bernard J. Jansen Enrico Liscio Milena Esherick Mohammed Al Owayyed Ausrine Ratkute Gayane Sedrakyan Mark de Reuver João Fernando Ferreira Gonçalves Caroline A. Figueroa Lived Experience in Dialogue: Co-designing Personalization in Large Language Models to Support Youth Mental Well-being. 2025 November abs/2511.05769 CoRR https://doi.org/10.48550/arXiv.2511.05769 db/journals/corr/corr2511.html#abs-2511-05769 streams/journals/corr

Ali Farooq 0001 Joni Salminen Justin D. Martin Kholoud Khalil Aldous Soon-Gyo Jung Bernard J. Jansen Exploring Social Media Privacy Concerns: A Comprehensive Survey Study Across 16 Middle Eastern and North African Countries. 147087-147105 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3463869 db/journals/access/access12.html#FarooqSMAJJ24 streams/journals/access

Ilkka Kaate Joni Salminen João M. Santos 0001 Soon-Gyo Jung Hind A. Al-Merekhi Bernard J. Jansen "There Is something Rotten in Denmark": Investigating the Deepfake persona perceptions and their Implications for human-centered AI. 2024 100031 2 Comput. Hum. Behav. Artif. Humans 1 https://doi.org/10.1016/j.chbah.2023.100031 db/journals/chbah/chbah2.html#KaateSSJAJ24 streams/journals/chbah

Joni Salminen João M. Santos 0001 Soon-Gyo Jung Bernard J. Jansen Picturing the fictitious person: An exploratory study on the effect of images on user perceptions of AI-generated personas. 2024 100052 2 Comput. Hum. Behav. Artif. Humans 1 https://doi.org/10.1016/j.chbah.2024.100052 db/journals/chbah/chbah2.html#SalminenSJJ24 streams/journals/chbah

Kathleen W. Guan Joni Salminen Soon-Gyo Jung Bernard J. Jansen Leveraging Personas for Social Impact: A Review of Their Applications to Social Good in Design. 5569-5584 2024 October 40 Int. J. Hum. Comput. Interact. 19 https://doi.org/10.1080/10447318.2023.2247568 db/journals/ijhci/ijhci40.html#GuanSJJ24 streams/journals/ijhci

Dongyan Nan Seungjong Sun Bernard J. Jansen Jang Hyun Kim 0001 Beyond Avatar Coolness: Exploring the Effects of Avatar Attributes on Continuance Intention to Play Massively Multiplayer Online Role-Playing Games. 8219-8228 2024 December 40 Int. J. Hum. Comput. Interact. 23 https://doi.org/10.1080/10447318.2023.2278941 db/journals/ijhci/ijhci40.html#NanSJK24 streams/journals/ijhci

Bernard J. Jansen Soon-Gyo Jung Joni Salminen Finetuning Analytics Information Systems for a Better Understanding of Users: Evidence of Personification Bias on Multiple Digital Channels. 775-798 2024 April 26 Inf. Syst. Frontiers 2 https://doi.org/10.1007/s10796-023-10395-5 db/journals/isf/isf26.html#JansenJS24

Bernard J. Jansen Soon-Gyo Jung Joni Salminen Correction to: Finetuning Analytics Information Systems for a Better Understanding of Users: Evidence of Personification Bias on Multiple Digital Channels. 799 2024 April 26 Inf. Syst. Frontiers 2 https://doi.org/10.1007/s10796-023-10403-8 db/journals/isf/isf26.html#JansenJS24a

Joni Salminen Lene Nielsen Malik Bahloul Rasmus Grønlund Jørgensen João M. Santos 0001 Soon-Gyo Jung Bernard J. Jansen Persona preparedness: a survey instrument for measuring the organizational readiness for deploying personas. 173-198 2024 June 25 Inf. Technol. Manag. 2 https://doi.org/10.1007/s10799-022-00373-9 db/journals/itm/itm25.html#SalminenNBJSJJ24

Sercan Sengün Joni Salminen Soon-Gyo Jung Kholoud Khalil Aldous Bernard J. Jansen "There's Something About Noura": Exploring Think-Aloud Reasonings for Users' Persona Choice in a Design Task. 2024 Conference on Designing Interactive Systems https://doi.org/10.1145/3643834.3661512 https://www.wikidata.org/entity/Q130843352 conf/ACMdis/2024 db/conf/ACMdis/ACMdis2024.html#SengunSJAJ24 Joni Salminen Chang Liu 0007 Wenjing Pian Jianxing Chi Essi Häyhänen Bernard J. Jansen Deus Ex Machina and Personas from Large Language Models: Investigating the Composition of AI-Generated Persona Descriptions. 510:1-510:20 2024 CHI https://doi.org/10.1145/3613904.3642036 https://www.wikidata.org/entity/Q130850990 conf/chi/2024 db/conf/chi/chi2024.html#SalminenLPCHJ24 Seungjong Sun Eungu Lee Seo Yeon Baek Seunghyun Hwang Wonbyung Lee Dongyan Nan Bernard J. Jansen Jang-Hyun Kim 0001 Kiss up, Kick down: Exploring Behavioral Changes in Multi-modal Large Language Models with Assigned Visual Personas. 10888-10901 2024 EMNLP https://doi.org/10.18653/v1/2024.emnlp-main.609 https://aclanthology.org/2024.emnlp-main.609 conf/emnlp/2024 db/conf/emnlp/emnlp2024.html#SunLBHLNJ024 Luyao Zhu Rui Mao 0010 Erik Cambria Bernard J. Jansen Neurosymbolic AI for Personalized Sentiment Analysis. 269-290 2024 HCI (71) https://doi.org/10.1007/978-3-031-76827-9_16 conf/hci/2024-71 db/conf/hci/hci2024-71.html#ZhuMCJ24 streams/conf/hci Joni Salminen Risqo Wahid Yanwu Yang Bernard J. Jansen Engagement Patterns in TikTok: An Analysis of Short Video Ads. 323-329 2024 HT https://doi.org/10.1145/3648188.3677048 conf/ht/2024 db/conf/ht/ht2024.html#SalminenWYJ24 Kholoud Khalil Aldous Joni Salminen Ali Farooq 0005 Soon-Gyo Jung Bernard J. Jansen Using ChatGPT in Content Marketing: Enhancing Users' Social Media Engagement in Cross-Platform Content Creation through Generative AI. 376-383 2024 HT https://doi.org/10.1145/3648188.3675142 https://www.wikidata.org/entity/Q131162169 conf/ht/2024 db/conf/ht/ht2024.html#AldousS0JJ24 Joni Salminen Soon-Gyo Jung Johanne Medina Kholoud Khalil Aldous Jinan Y. Azem Waleed Akhtar Bernard J. Jansen Using Cipherbot: An Exploratory Analysis of Student Interaction with an LLM-Based Educational Chatbot. 2024 L@S https://doi.org/10.1145/3657604.3664690 https://www.wikidata.org/entity/Q130823703 conf/lats/2024 db/conf/lats/lats2024.html#SalminenJMAAAJ24 279-283 Joni Salminen Soon-Gyo Jung Johanne Medina Kholoud Khalil Aldous Jinan Y. Azem Waleed Akhtar Essi Häyhänen Bernard J. Jansen Communication Design for an Educational AI Chatbot: Analyzing Cipherbot's Communication Style and Challenges. 176-187 2024 MindTrek https://doi.org/10.1145/3681716.3681727 conf/mindtrek/2024 db/conf/mindtrek/mindtrek2024.html#SalminenJMAAAHJ24 Joni Salminen Soon-Gyo Jung Bernard J. Jansen Investigating Persona Viewing Behavior: An Eye-Tracking Study on Portrait-Format Persona Profile. 41:1-41:12 2024 NordiCHI https://doi.org/10.1145/3679318.3685376 conf/nordichi/2024 db/conf/nordichi/nordichi2024.html#SalminenJJ24 Ilkka Kaate Joni Salminen Soon-Gyo Jung Nina Rizun Aleksandra Revina Bernard J. Jansen Getting Emotional Enough: Analyzing Emotional Diversity in Deepfake Avatars. 62:1-62:12 2024 NordiCHI https://doi.org/10.1145/3679318.3685398 https://www.wikidata.org/entity/Q130836832 conf/nordichi/2024 db/conf/nordichi/nordichi2024.html#KaateSJRRJ24 Ilkka Kaate Joni Salminen Soon-Gyo Jung João M. Santos 0001 Essi Häyhänen Trang Xuan Jinan Y. Azem Bernard J. Jansen Modeling the New Modalities of Personas: How Do Users' Attributes Influence Their Perceptions and Use of Interactive Personas? 2024 UMAP (Adjunct Publication) https://doi.org/10.1145/3631700.3664882 conf/um/2024a db/conf/um/umap2024a.html#KaateSJ0HXAJ24 Reham Al Tamime Joni Salminen Soon-Gyo Jung Bernard J. Jansen Evaluating LLM-Generated Topics from Survey Responses: Identifying Challenges in Recruiting Participants through Crowdsourcing. 412-416 2024 VL/HCC https://doi.org/10.1109/VL/HCC60511.2024.00064 conf/vl/2024 db/conf/vl/vlhcc2024.html#TamimeSJJ24

Seungjong Sun Eungu Lee Dongyan Nan Xiangying Zhao Wonbyung Lee Bernard J. Jansen Jang-Hyun Kim 0001 Random Silicon Sampling: Simulating Human Sub-Population Opinion Using a Large Language Model Based on Group-Level Demographic Information. 2024 abs/2402.18144 CoRR https://doi.org/10.48550/arXiv.2402.18144 db/journals/corr/corr2402.html#abs-2402-18144

Seungjong Sun Eungu Lee Seo Yeon Baek Seunghyun Hwang Wonbyung Lee Dongyan Nan Bernard J. Jansen Jang Hyun Kim 0001 Kiss up, Kick down: Exploring Behavioral Changes in Multi-modal Large Language Models with Assigned Visual Personas. 2024 abs/2410.03181 CoRR https://doi.org/10.48550/arXiv.2410.03181 db/journals/corr/corr2410.html#abs-2410-03181 streams/journals/corr

Kholoud Khalil Aldous Jisun An Bernard J. Jansen What really matters?: characterising and predicting user engagement of news postings using multiple platforms, sentiments and topics. 545-568 2023 April 42 Behav. Inf. Technol. 5 https://doi.org/10.1080/0144929x.2022.2030798 db/journals/behaviourIT/behaviourIT42.html#AldousAJ23

Joni Salminen Ahmed Mohamed Sayed Kamel Soon-Gyo Jung Mekhail Mustak Bernard J. Jansen Fair compensation of crowdsourcing work: the problem of flat rates. 2871-2892 2023 December 42 Behav. Inf. Technol. 16 https://doi.org/10.1080/0144929x.2022.2150564 db/journals/behaviourIT/behaviourIT42.html#SalminenKJMJ23

Haya Al-Thani Tamer Elsayed Bernard J. Jansen Improving conversational search with query reformulation using selective contextual history. 100025 2023 June 7 Data Inf. Manag. 2 https://doi.org/10.1016/j.dim.2022.100025 db/journals/dim/dim7.html#AlThaniEJ23

Saravanan Thirumuruganathan Noora Al Emadi Soon-Gyo Jung Joni Salminen Dianne Ramirez Robillos Bernard J. Jansen Will they take this offer? A machine learning price elasticity model for predicting upselling acceptance of premium airline seating. 103759 2023 April 60 Inf. Manag. 3 https://doi.org/10.1016/j.im.2023.103759 db/journals/iam/iam60.html#ThirumuruganathanEJSRJ23

Joni Salminen Bernard J. Jansen Mekhail Mustak How Feature Changes of a Dominant Ad Platform Shape Advertisers' Human Agency. 3-35 2023 January 27 Int. J. Electron. Commer. 1 https://doi.org/10.1080/10864415.2022.2158594 db/journals/ijecommerce/ijecommerce27.html#SalminenJM23

Ilkka Kaate Joni Salminen João M. Santos 0001 Soon-Gyo Jung Rami Olkkonen Bernard J. Jansen The realness of fakes: Primary evidence of the effect of deepfake personas on user perceptions in a design task. 103096 2023 October 178 Int. J. Hum. Comput. Stud. https://doi.org/10.1016/j.ijhcs.2023.103096 db/journals/ijmms/ijmms178.html#KaateSSJOJ23

Joni Salminen João M. Santos 0001 Soon-Gyo Jung Bernard J. Jansen How does an imaginary persona's attractiveness affect designers' perceptions and IT solutions? An experimental study on users' remote working needs. 196-225 2023 36 Inf. Technol. People 8 https://doi.org/10.1108/ITP-09-2022-0729 db/journals/itp/itp36.html#SalminenSJJ23

Bernard J. Jansen Soon-Gyo Jung Joni Salminen Employing large language models in survey research. 100020 2023 4 Nat. Lang. Process. J. https://doi.org/10.1016/j.nlp.2023.100020 db/journals/nlpj/nlpj4.html#JansenJS23

Haya Al-Thani Bernard J. Jansen Tamer Elsayed ECAsT: a large dataset for conversational search and an evaluation of metric robustness. e1328 2023 9 PeerJ Comput. Sci. https://doi.org/10.7717/peerj-cs.1328 db/journals/peerj-cs/peerj-cs9.html#AlThaniJE23

Ilkka Kaate Joni Salminen Soon-Gyo Jung Hind A. Al-Merekhi Bernard J. Jansen How Do Users Perceive Deepfake Personas? Investigating the Deepfake User Perception and Its Implications for Human-Computer Interaction. 4:1-4:12 2023 CHItaly https://doi.org/10.1145/3605390.3605397 https://www.wikidata.org/entity/Q130898923 conf/chitaly/2023 db/conf/chitaly/chitaly2023.html#KaateSJAJ23 Joni Salminen Soon-Gyo Jung Hind A. Al-Merekhi Erik Cambria Bernard J. Jansen How Can Natural Language Processing and Generative AI Address Grand Challenges of Quantitative User Personas? 211-231 2023 HCI (53) https://doi.org/10.1007/978-3-031-48057-7_14 conf/hci/2023-53 db/conf/hci/hci2023-53.html#SalminenJACJ23 Joni Salminen Sercan Sengün João M. Santos 0001 Soon-Gyo Jung Lene Nielsen Bernard J. Jansen The Choice of a Persona: An Analysis of Why Stakeholders Choose a Given Persona for a Design Task. 288-310 2023 HCI (48) https://doi.org/10.1007/978-3-031-48038-6_18 conf/hci/2023-48 db/conf/hci/hci2023-48.html#SalminenSSJNJ23 Jinan Y. Azem Joni Salminen Soon-Gyo Jung Bernard J. Jansen Measuring Engagement Through Remote Interactions of Customers: Introducing METRIC. 1-7 2023 ISNCC https://doi.org/10.1109/ISNCC58260.2023.10323669 conf/isncc/2023 db/conf/isncc/isncc2023.html#AzemSJJ23

Joni Salminen Soon-Gyo Jung Ahmed Mohamed Sayed Kamel João M. Santos 0001 Bernard J. Jansen Using artificially generated pictures in customer-facing systems: an evaluation study with data-driven personas. 905-921 2022 41 Behav. Inf. Technol. 5 https://doi.org/10.1080/0144929x.2020.1838610 db/journals/behaviourIT/behaviourIT41.html#SalminenJKSJ22

Joni Salminen Kamal Chhirang Soon-Gyo Jung Saravanan Thirumuruganathan Kathleen W. Guan Bernard J. Jansen Big Data, Small Personas: How Algorithms Shape the Demographic Representation of Data-Driven User Segments. 313-336 2022 10 Big Data 4 https://doi.org/10.1089/big.2021.0177 db/journals/bigdata/bigdata10.html#SalminenCJTGJ22

Omar Marzouk Joni Salminen Pengyi Zhang Bernard J. Jansen Which message? Which channel? Which customer? Exploring response rates in multi-channel marketing using short-form advertising. 100008 2022 6 Data Inf. Manag. 1 https://doi.org/10.1016/j.dim.2022.100008 db/journals/dim/dim6.html#MarzoukSZJ22

Hind A. Al-Merekhi Haewoon Kwak Joni Salminen Bernard J. Jansen PROVOKE: Toxicity trigger detection in conversations from the top 100 subreddits. 100019 2022 October 6 Data Inf. Manag. 4 https://doi.org/10.1016/j.dim.2022.100019 db/journals/dim/dim6.html#AlMerekhiKSJ22

Bernard J. Jansen Joni Salminen Soon-Gyo Jung Hind A. Al-Merekhi The illusion of data validity: Why numbers about people are likely wrong. 100020 2022 October 6 Data Inf. Manag. 4 https://doi.org/10.1016/j.dim.2022.100020 db/journals/dim/dim6.html#JansenSJA22

Yanwu Yang Kang Zhao 0001 Daniel Dajun Zeng Bernard Jim Jansen Time-varying effects of search engine advertising on sales-An empirical investigation in E-commerce. 113843 2022 163 Decis. Support Syst. https://doi.org/10.1016/j.dss.2022.113843 db/journals/dss/dss163.html#YangZZJ22

Yanwu Yang Baozhu Feng Joni Salminen Bernard J. Jansen Optimal advertising for a generalized Vidale-Wolfe response model. 1275-1305 2022 22 Electron. Commer. Res. 4 https://doi.org/10.1007/s10660-021-09468-x db/journals/ecr/ecr22.html#YangFSJ22

Joni Salminen Soon-Gyo Jung Lene Nielsen Sercan Sengün Bernard J. Jansen How does varying the number of personas affect user perceptions and behavior? Challenging the 'small personas' hypothesis! 102915 2022 168 Int. J. Hum. Comput. Stud. https://doi.org/10.1016/j.ijhcs.2022.102915 https://www.wikidata.org/entity/Q115201966 db/journals/ijmms/ijmms168.html#SalminenJNSJ22

Soon-Gyo Jung Joni Salminen Bernard J. Jansen Engineers, Aware! Commercial Tools Disagree on Social Media Sentiment: Analyzing the Sentiment Bias of Four Major Tools. 153:1-153:20 2022 6 Proc. ACM Hum. Comput. Interact. EICS https://doi.org/10.1145/3532203 db/journals/pacmhci/pacmhci6.html#JungSJ22

Bernard J. Jansen Soon-Gyo Jung Lene Nielsen Kathleen W. Guan Joni Salminen How to Create Personas: Three Persona Creation Methodologies with Implications for Practical Employment. 1 2022 14 Pac. Asia J. Assoc. Inf. Syst. 3 https://aisel.aisnet.org/pajais/vol14/iss3/1 db/journals/pajais/pajais14.html#JansenJNGS22

Hind A. Al-Merekhi Haewoon Kwak Bernard J. Jansen Investigating toxicity changes of cross-community redditors from 2 billion posts and comments. e1059 2022 8 PeerJ Comput. Sci. https://doi.org/10.7717/peerj-cs.1059 db/journals/peerj-cs/peerj-cs8.html#AlmerekhiKJ22

Joni Salminen Soon-Gyo Jung Ahmed Mohamed Sayed Kamel Willemien Froneman Bernard J. Jansen Who is in the sample? An analysis of real and surrogate users as participants in user study research in the information technology fields. e1136 2022 8 PeerJ Comput. Sci. https://doi.org/10.7717/peerj-cs.1136 db/journals/peerj-cs/peerj-cs8.html#SalminenJKFJ22

Joni Salminen Sercan Sengün João M. Santos 0001 Soon-Gyo Jung Bernard J. Jansen Can Unhappy Pictures Enhance the Effect of Personas? A User Experiment. 14:1-14:59 2022 29 ACM Trans. Comput. Hum. Interact. 2 https://doi.org/10.1145/3485872 https://www.wikidata.org/entity/Q110880171 db/journals/tochi/tochi29.html#SalminenSSJJ22

Lene Nielsen Bernard J. Jansen Joni Salminen José L. Abdelnour-Nocera Soon-Gyo Jung Personas: New Data, New Trends. 139:1-139:3 2022 CHI Extended Abstracts https://doi.org/10.1145/3491101.3503772 conf/chi/2022a db/conf/chi/chi2022a.html#NielsenJSAJ22 Joni Salminen Kathleen Wenyun Guan Soon-Gyo Jung Bernard J. Jansen Use Cases for Design Personas: A Systematic Review and New Frontiers. 543:1-543:21 2022 CHI https://doi.org/10.1145/3491102.3517589 https://www.wikidata.org/entity/Q130880993 conf/chi/2022 db/conf/chi/chi2022.html#SalminenGJJ22 Tommi Pirilä Joni Salminen Victoria-Sophie Osburg Vignesh Yoganathan Bernard J. Jansen The Role of Technical and Process Quality of Chatbots: A Case Study from the Insurance Industry. 1-10 2022 HICSS http://hdl.handle.net/10125/79484 conf/hicss/2022 db/conf/hicss/hicss2022.html#PirilaSOYJ22 Joni Salminen Soon-Gyo Jung Bernard J. Jansen Developing Persona Analytics Towards Persona Science. 323-344 2022 IUI https://doi.org/10.1145/3490099.3511144 conf/iui/2022 db/conf/iui/iui2022.html#SalminenJJ22 Joni Salminen Soon-Gyo Jung Bernard J. Jansen Intentionally Biasing User Representation?: Investigating the Pros and Cons of Removing Toxic Quotes from Social Media Personas. 10:1-10:13 2022 NordiCHI https://doi.org/10.1145/3546155.3546647 https://www.wikidata.org/entity/Q130848919 conf/nordichi/2022 db/conf/nordichi/nordichi2022.html#SalminenJJ22 Joni Salminen Soon-Gyo Jung Lene Nielsen Bernard J. Jansen Creating More Personas Improves Representation of Demographically Diverse Populations: Implications Towards Interactive Persona Systems. 12:1-12:11 2022 NordiCHI https://doi.org/10.1145/3546155.3546654 conf/nordichi/2022 db/conf/nordichi/nordichi2022.html#SalminenJNJ22 Joni Salminen Bernard J. Jansen Soon-Gyo Jung Survey2Persona: Rendering Survey Responses as Personas. 67-73 2022 UMAP (Adjunct Publication) https://doi.org/10.1145/3511047.3536403 conf/um/2022a db/conf/um/umap2022a.html#SalminenJJ22 Soon-Gyo Jung Joni Salminen Bernard J. Jansen The Effect of Hiding Dislikes on the Use of YouTube's Like and Dislike Features. 202-207 2022 WebSci https://doi.org/10.1145/3501247.3531546 conf/websci/2022 db/conf/websci/websci2022.html#JungSJ22

Yanwu Yang Bernard J. Jansen Yinghui Yang 0001 Xunhua Guo Daniel Zeng 0001 Keyword Optimization in Sponsored Search Advertising: A Multi-Level Computational Framework. 2022 abs/2202.13506 CoRR https://arxiv.org/abs/2202.13506 db/journals/corr/corr2202.html#abs-2202-13506

Yanwu Yang Xin Li 0004 Bernard J. Jansen Daniel Zeng 0001 Aggregate effects of advertising decisions: a complex systems look at search engine advertising via an experimental study. 2022 abs/2203.02200 CoRR https://doi.org/10.48550/arXiv.2203.02200 db/journals/corr/corr2203.html#abs-2203-02200

Bernard J. Jansen Joni Salminen Soon-Gyo Jung Kathleen W. Guan Data-Driven Personas Morgan & Claypool Publishers 2021 1-317 Synthesis Lectures on Human-Centered Informatics 978-3-031-01103-0 978-3-031-02231-9 https://doi.org/10.2200/S01072ED1V01Y202101HCI048 https://doi.org/10.1007/978-3-031-02231-9

Joni Salminen Soon-Gyo Jung João M. Santos 0001 Bernard J. Jansen Toxic Text in Personas: An Experiment on User Perceptions. 453-478 2021 December 13 AIS Trans. Hum. Comput. Interact. 4 https://doi.org/10.17705/1thci.00157 db/journals/aisthci/aisthci13.html#SalminenJSJ21

Saravanan Thirumuruganathan Soon-Gyo Jung Dianne Ramirez Robillos Joni Salminen Bernard J. Jansen Forecasting the nearly unforecastable: why aren't airline bookings adhering to the prediction algorithm? 73-100 2021 21 Electron. Commer. Res. 1 https://doi.org/10.1007/s10660-021-09457-0 db/journals/ecr/ecr21.html#Thirumuruganathan21

Bernard J. Jansen Soon-Gyo Jung Dianne Ramirez Robillos Joni Salminen Too few, too many, just right: Creating the necessary number of segments for large online customer populations. 101083 2021 49 Electron. Commer. Res. Appl. https://doi.org/10.1016/j.elerap.2021.101083 db/journals/ecra/ecra49.html#JansenJRS21

Bernard J. Jansen Soon-Gyo Jung Shammur A. Chowdhury Joni Salminen Persona analytics: Analyzing the stability of online segments and content interests over time using non-negative matrix factorization. 115611 2021 185 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2021.115611 https://www.wikidata.org/entity/Q114180695 db/journals/eswa/eswa185.html#JansenJCS21

Joni Salminen Ilkka Kaate Ahmed Mohamed Sayed Kamel Soon-Gyo Jung Bernard J. Jansen How Does Personification Impact Ad Performance and Empathy? An Experiment with Online Advertising. 141-155 2021 37 Int. J. Hum. Comput. Interact. 2 https://doi.org/10.1080/10447318.2020.1809246 db/journals/ijhci/ijhci37.html#SalminenKKJJ21

Joni Salminen Kathleen W. Guan Soon-Gyo Jung Bernard J. Jansen A Survey of 15 Years of Data-Driven Persona Development. 1685-1708 2021 37 Int. J. Hum. Comput. Interact. 18 https://doi.org/10.1080/10447318.2021.1908670 db/journals/ijhci/ijhci37.html#SalminenGJJ21

Joni Salminen Soon-Gyo Jung Shammur A. Chowdhury Dianne Ramirez Robillos Bernard J. Jansen The ability of personas: An empirical evaluation of altering incorrect preconceptions about users. 102645 2021 153 Int. J. Hum. Comput. Stud. https://doi.org/10.1016/j.ijhcs.2021.102645 db/journals/ijmms/ijmms153.html#SalminenJCRJ21

Kholoud Khalil Aldous Jisun An Bernard J. Jansen Measuring 9 Emotions of News Posts from 8 News Organizations across 4 Social Media Platforms for 8 Months. 15:1-15:31 2021 4 ACM Trans. Soc. Comput. 4 https://doi.org/10.1145/3516491 db/journals/tsoco/tsoco4.html#AldousAJ21

Joni Salminen Maria Jose Linarez Soon-Gyo Jung Bernard J. Jansen Online Hate Detection Systems: Challenges and Action Points for Developers, Data Scientists, and Researchers. 1-7 2021 BESC https://doi.org/10.1109/BESC53957.2021.9635436 conf/besc/2021 db/conf/besc/besc2021.html#SalminenLJJ21 Joni Salminen Milica Milenkovic Sercan Sengün Soon-Gyo Jung Bernard J. Jansen Weaponizing Words: Analyzing Fake News Accusations Against Two Online News Channels. 1-7 2021 BESC https://doi.org/10.1109/BESC53957.2021.9635377 conf/besc/2021 db/conf/besc/besc2021.html#SalminenMSJJ21 Soon-Gyo Jung Joni Salminen Bernard J. Jansen Persona Analytics: Implementing Mouse-Tracking for an Interactive Persona System. 342:1-342:8 2021 CHI Extended Abstracts https://doi.org/10.1145/3411763.3451773 conf/chi/2021a db/conf/chi/chi2021a.html#JungSJ21 Joni Salminen Lene Nielsen Soon-Gyo Jung Bernard J. Jansen Towards a Measurement Scale of Organizational Readiness for Personas. 384:1-384:7 2021 CHI Extended Abstracts https://doi.org/10.1145/3411763.3451763 conf/chi/2021a db/conf/chi/chi2021a.html#SalminenNJJ21 Joni Salminen Soon-Gyo Jung João M. Santos 0001 Ahmed Mohamed Sayed Kamel Bernard J. Jansen Picturing It!: The Effect of Image Styles on User Perceptions of Personas. 430:1-430:16 2021 CHI https://doi.org/10.1145/3411764.3445360 conf/chi/2021 db/conf/chi/chi2021.html#SalminenJSKJ21 Joni Salminen Soon-Gyo Jung Kamal Chhirang Bernard J. Jansen Instilling Knowledge Claims of Personas from 346 Research Articles. 450:1-450:9 2021 CHI Extended Abstracts https://doi.org/10.1145/3411763.3451619 conf/chi/2021a db/conf/chi/chi2021a.html#SalminenJCJ21 Joni Salminen Sercan Sengün Soon-Gyo Jung Bernard J. Jansen Comparing Persona Analytics and Social Media Analytics for a User-Centric Task Using Eye-Tracking and Think-Aloud. 6:1-6:8 2021 CHItaly https://doi.org/10.1145/3464385.3464734 conf/chitaly/2021 db/conf/chitaly/chitaly2021.html#SalminenSJJ21 Joni Salminen Ahmed Mohamed Sayed Kamel Soon-Gyo Jung Bernard J. Jansen The Problem of Majority Voting in Crowdsourcing with Binary Classes. 2021 ECSCW https://doi.org/10.48340/ecscw2021_n12 conf/ecscw/2021 db/conf/ecscw/ecscw2021.html#SalminenKJJ21 Soon-Gyo Jung Joni Salminen Bernard J. Jansen Implementing Eye-Tracking for Persona Analytics. 2:1-2:4 2021 ETRA Adjunct https://doi.org/10.1145/3450341.3458765 conf/etra/2021a db/conf/etra/etra2021a.html#JungSJ21 Joni Salminen Soon-Gyo Jung Bernard J. Jansen Suggestions for Online User Studies - Sharing Experiences from the Use of Four Platforms. 127-146 2021 HCI (40) https://doi.org/10.1007/978-3-030-90238-4_11 conf/hci/2021-40 db/conf/hci/hci2021-40.html#SalminenJJ21 Kathleen W. Guan Joni Salminen Lene Nielsen Soon-Gyo Jung Bernard J. Jansen Information Design for Personas in Four Professional Domains of User Experience Design, Healthcare, Market Research, and Social Media Strategy. 1-10 2021 HICSS https://hdl.handle.net/10125/71157 conf/hicss/2021 db/conf/hicss/hicss2021.html#GuanSNJJ21 Bernard J. Jansen Soon-Gyo Jung Joni Salminen Kathleen W. Guan Lene Nielsen Strengths and Weaknesses of Persona Creation Methods: Guidelines and Opportunities for Digital Innovations. 1-10 2021 HICSS https://hdl.handle.net/10125/71222 conf/hicss/2021 db/conf/hicss/hicss2021.html#JansenJSGN21 Soon-Gyo Jung Joni Salminen Bernard J. Jansen All About the Name: Assigning Demographically Appropriate Names to Data-Driven Entities. 1-9 2021 HICSS https://hdl.handle.net/10125/71108 conf/hicss/2021 db/conf/hicss/hicss2021.html#JungSJ21 Joni Salminen Soon-Gyo Jung Bernard J. Jansen Automatically Mapping Ad Targeting Criteria between Online Ad Platforms. 1-9 2021 HICSS https://hdl.handle.net/10125/70727 conf/hicss/2021 db/conf/hicss/hicss2021.html#SalminenJJ21 Joni Salminen Tommi Salenius Bernard J. Jansen SiloSolver: Developing an Algorithm for Automatic Aggregation and Testing of Isolated Customer Segments in Facebook Ads Campaigns. 5-10 2021 IDSTA https://doi.org/10.1109/IDSTA53674.2021.9660798 conf/idsta/2021 db/conf/idsta/idsta2021.html#SalminenSJ21 Bernard J. Jansen Soon-Gyo Jung Dianne Ramirez Robillos Joni Salminen Next Likely Behavior: Predicting Individual Actions from Aggregate User Behaviors. 11-15 2021 IDSTA https://doi.org/10.1109/IDSTA53674.2021.9660806 conf/idsta/2021 db/conf/idsta/idsta2021.html#JansenJRS21 Joni Salminen Juan Corporan Soon-Gyo Jung Bernard J. Jansen Taking Back Control of Social Media Feeds with Take Back Control. 1-7 2021 INISTA https://doi.org/10.1109/INISTA52262.2021.9548614 conf/inista/2021 db/conf/inista/inista2021.html#SalminenCJJ21 Joni Salminen Kamal Chhirang Soon-Gyo Jung Bernard J. Jansen Helping Professionals Select Persona Interview Questions Using Natural Language Processing. 280-290 2021 INTERACT (3) https://doi.org/10.1007/978-3-030-85613-7_20 conf/interact/2021-3 db/conf/interact/interact2021-3.html#SalminenCJJ21 Lene Nielsen Joni Salminen Soon-Gyo Jung Bernard J. Jansen Think-Aloud Surveys - A Method for Eliciting Enhanced Insights During User Studies. 504-508 2021 INTERACT (5) https://doi.org/10.1007/978-3-030-85607-6_67 conf/interact/2021-5 db/conf/interact/interact2021-5.html#NielsenSJJ21

Bernard J. Jansen Joni O. Salminen Soon-Gyo Jung Data-Driven Personas for Enhanced User Understanding: Combining Empathy with Rationality for Better Insights to Analytics. 1-17 2020 4 Data Inf. Manag. 1 https://doi.org/10.2478/dim-2020-0005 db/journals/dim/dim4.html#JansenSJ20

Bernard J. Jansen Joni O. Salminen Soon-Gyo Jung Making Meaningful User Segments from Datasets Using Product Dissemination and Product Impact. 237-249 2020 4 Data Inf. Manag. 4 https://doi.org/10.2478/dim-2020-0048 db/journals/dim/dim4.html#JansenSJ20a

Joni Salminen Maximilian Hopf Shammur A. Chowdhury Soon-Gyo Jung Hind A. Al-Merekhi Bernard J. Jansen Developing an online hate classifier for multiple social media platforms. 1 2020 10 Hum. centric Comput. Inf. Sci. https://doi.org/10.1186/s13673-019-0205-6 https://www.wikidata.org/entity/Q126412253 db/journals/hcis/hcis10.html#SalminenHCJAJ20

Joni Salminen Soon-Gyo Jung João M. Santos 0001 Bernard J. Jansen Does a Smile Matter if the Person Is Not Real?: The Effect of a Smile and Stock Photos on Persona Perceptions. 568-590 2020 36 Int. J. Hum. Comput. Interact. 6 https://doi.org/10.1080/10447318.2019.1664068 db/journals/ijhci/ijhci36.html#SalminenJSJ20

Joni Salminen João M. Santos 0001 Soon-Gyo Jung Motahhare Eslami Bernard J. Jansen Persona Transparency: Analyzing the Impact of Explanations on Perceptions of Data-Driven Personas. 788-800 2020 36 Int. J. Hum. Comput. Interact. 8 https://doi.org/10.1080/10447318.2019.1688946 db/journals/ijhci/ijhci36.html#SalminenSJEJ20

Joni Salminen João M. Santos 0001 Haewoon Kwak Jisun An Soon-Gyo Jung Bernard J. Jansen Persona Perception Scale: Development and Exploratory Validation of an Instrument for Evaluating Individuals' Perceptions of Personas. 102437 2020 141 Int. J. Hum. Comput. Stud. https://doi.org/10.1016/j.ijhcs.2020.102437 db/journals/ijmms/ijmms141.html#SalminenSKAJJ20

Anette Rantanen Joni Salminen Filip Ginter Bernard J. Jansen Classifying online corporate reputation with machine learning: a study in the banking domain. 45-66 2020 30 Internet Res. 1 https://doi.org/10.1108/INTR-07-2018-0318 https://www.wikidata.org/entity/Q126845017 db/journals/intr/intr30.html#RantanenSGJ20

Bernard J. Jansen Soon-Gyo Jung Joni Salminen From flat file to interface: Synthesis of personas and analytics for enhanced user understanding. 2020 ASIST https://doi.org/10.1002/pra2.215 conf/asist/2020 db/conf/asist/asist2020.html#JansenJS20 Soon-Gyo Jung Joni Salminen Shammur A. Chowdhury Dianne Ramirez Robillos Bernard J. Jansen Things Change: Comparing Results Using Historical Data and User Testing for Evaluating a Recommendation Task. 1-7 2020 CHI Extended Abstracts https://doi.org/10.1145/3334480.3382945 conf/chi/2020a db/conf/chi/chi2020a.html#JungSCRJ20 Joni Salminen Willemien Froneman Soon-Gyo Jung Shammur A. Chowdhury Bernard J. Jansen The Ethics of Data-Driven Personas. 1-9 2020 CHI Extended Abstracts https://doi.org/10.1145/3334480.3382790 conf/chi/2020a db/conf/chi/chi2020a.html#SalminenFJCJ20 Joni Salminen Kathleen W. Guan Soon-Gyo Jung Shammur A. Chowdhury Bernard J. Jansen A Literature Review of Quantitative Persona Creation. 1-14 2020 CHI https://doi.org/10.1145/3313831.3376502 conf/chi/2020 db/conf/chi/chi2020.html#SalminenGJCJ20 Joni Salminen Soon-Gyo Jung Shammur A. Chowdhury Bernard J. Jansen Analyzing Demographic Bias in Artificially Generated Facial Pictures. 1-8 2020 CHI Extended Abstracts https://doi.org/10.1145/3334480.3382791 conf/chi/2020a db/conf/chi/chi2020a.html#SalminenJCJ20 Joni Salminen Soon-Gyo Jung Shammur A. Chowdhury Sercan Sengün Bernard J. Jansen Personas and Analytics: A Comparative User Study of Efficiency and Effectiveness for a User Identification Task. 1-13 2020 CHI https://doi.org/10.1145/3313831.3376770 conf/chi/2020 db/conf/chi/chi2020.html#SalminenJCSJ20 Joni Salminen Soon-Gyo Jung João M. Santos 0001 Shammur A. Chowdhury Bernard J. Jansen The Effect of Experience on Persona Perceptions. 1-9 2020 CHI Extended Abstracts https://doi.org/10.1145/3334480.3382786 conf/chi/2020a db/conf/chi/chi2020a.html#SalminenJSCJ20 Joni Salminen Jukka Vahlo Aki Koponen Soon-Gyo Jung Shammur A. Chowdhury Bernard J. Jansen Designing Prototype Player Personas from a Game Preference Survey. 1-8 2020 CHI Extended Abstracts https://doi.org/10.1145/3334480.3382785 conf/chi/2020a db/conf/chi/chi2020a.html#SalminenVKJCJ20 Joni Salminen Soon-Gyo Jung Shammur A. Chowdhury Bernard J. Jansen Rethinking Personas for Fairness: Algorithmic Transparency and Accountability in Data-Driven Personas. 82-100 2020 HCI (37) https://doi.org/10.1007/978-3-030-50334-5_6 conf/hci/2020-37 db/conf/hci/hci2020-37.html#SalminenJCJ20 Joni Salminen Rohan Gurunandan Rao Soon-Gyo Jung Shammur A. Chowdhury Bernard J. Jansen Enriching Social Media Personas with Personality Traits: A Deep Learning Approach Using the Big Five Classes. 101-120 2020 HCI (37) https://doi.org/10.1007/978-3-030-50334-5_7 conf/hci/2020-37 db/conf/hci/hci2020-37.html#SalminenRJCJ20 Joni Salminen Kathleen W. Guan Lene Nielsen Soon-Gyo Jung Bernard J. Jansen A Template for Data-Driven Personas: Analyzing 31 Quantitatively Oriented Persona Profiles. 125-144 2020 HCI (4) https://doi.org/10.1007/978-3-030-50020-7_8 conf/hci/2020-4 db/conf/hci/hci2020-4.html#SalminenGNJJ20 Soon-Gyo Jung Joni Salminen Bernard J. Jansen Giving Faces to Data: Creating Data-Driven Personas from Personified Big Data. 132-133 2020 IUI Companion https://doi.org/10.1145/3379336.3381465 conf/iui/2020c db/conf/iui/iui2020c.html#JungSJ20 Soon-Gyo Jung Joni Salminen Bernard J. Jansen Explaining Data Driven Personas to End Users. 2020 ExSS-ATEC@IUI https://ceur-ws.org/Vol-2582/paper1.pdf conf/iui/2020exss db/conf/iui/exss2020.html#JungSJ20a Joni Salminen Ying-Hsang Liu Sercan Sengün João M. Santos 0001 Soon-Gyo Jung Bernard J. Jansen The effect of numerical and textual information on visual engagement and perceptions of AI-driven persona interfaces. 357-368 2020 IUI https://doi.org/10.1145/3377325.3377492 https://www.wikidata.org/entity/Q130954519 conf/iui/2020 db/conf/iui/iui2020.html#SalminenLSSJJ20 Shammur A. Chowdhury Hamdy Mubarak Ahmed Abdelali Soon-Gyo Jung Bernard J. Jansen Joni Salminen A Multi-Platform Arabic News Comment Dataset for Offensive Language Detection. 6203-6212 2020 LREC https://aclanthology.org/2020.lrec-1.761/ conf/lrec/2020 db/conf/lrec/lrec2020.html#ChowdhuryMAJJS20 Raghvendra Mall Mridul Nagpal Joni Salminen Hind A. Al-Merekhi Soon-Gyo Jung Bernard J. Jansen Four Types of Toxic People: Characterizing Online Users' Toxicity over Time. 37:1-37:11 2020 NordiCHI https://doi.org/10.1145/3419249.3420142 conf/nordichi/2020 db/conf/nordichi/nordichi2020.html#MallNSAJJ20 Haya Al-Thani Bernard J. Jansen Tamer Elsayed HBKU at TREC 2020: Conversational Multi-Stage Retrieval with Pseudo-Relevance Feedback. 2020 TREC https://trec.nist.gov/pubs/trec29/papers/HBKU.C.pdf conf/trec/2020 db/conf/trec/trec2020.html#Al-ThaniJE20 Shammur Absar Chowdhury Ahmed Abdelali Kareem Darwish Soon-Gyo Jung Joni Salminen Bernard J. Jansen Improving Arabic Text Categorization Using Transformer Training Diversification. 226-236 2020 WANLP@COLING https://www.aclweb.org/anthology/2020.wanlp-1.21/ conf/wanlp/2020 db/conf/wanlp/wanlp2020.html#ChowdhuryADJSJ20 Hind A. Al-Merekhi Haewoon Kwak Bernard J. Jansen Statistical Modeling of Harassment against Reddit Moderators. 122-123 2020 WWW (Companion Volume) https://doi.org/10.1145/3366424.3382729 conf/www/2020c db/conf/www/www2020c.html#AlmerekhiKJ20 Hind A. Al-Merekhi Bernard J. Jansen Haewoon Kwak Investigating Toxicity Across Multiple Reddit Communities, Users, and Moderators. 294-298 2020 WWW (Companion Volume) https://doi.org/10.1145/3366424.3382091 https://www.wikidata.org/entity/Q130883520 conf/www/2020c db/conf/www/www2020c.html#AlmerekhiJK20 Hind A. Al-Merekhi Haewoon Kwak Joni Salminen Bernard J. Jansen Are These Comments Triggering? Predicting Triggers of Toxicity in Online Discussions. 3033-3040 2020 WWW https://doi.org/10.1145/3366423.3380074 https://www.wikidata.org/entity/Q131135346 conf/www/2020 db/conf/www/www2020.html#AlmerekhiKSJ20

Yanwu Yang Kang Zhao 0001 Daniel Zeng 0001 Bernard Jim Jansen How Search Engine Advertising Affects Sales over Time: An Empirical Investigation. 2020 abs/2008.06809 CoRR https://arxiv.org/abs/2008.06809 db/journals/corr/corr2008.html#abs-2008-06809

Yanwu Yang Bernard J. Jansen Yinghui Yang 0001 Xunhua Guo Daniel Zeng 0001 Keyword Optimization in Sponsored Search Advertising: A Multilevel Computational Framework. 32-42 2019 34 IEEE Intell. Syst. 1 https://doi.org/10.1109/MIS.2019.2893590 https://www.wikidata.org/entity/Q128506055 db/journals/expert/expert34.html#YangJYGZ19

Joni Salminen Soon-Gyo Jung Jisun An Haewoon Kwak Lene Nielsen Bernard J. Jansen Confusion and information triggered by photos in persona profiles. 1-14 2019 129 Int. J. Hum. Comput. Stud. https://doi.org/10.1016/j.ijhcs.2019.03.005 db/journals/ijmms/ijmms129.html#SalminenJAKNJ19

Bernard J. Jansen Soon-Gyo Jung Joni Salminen Capturing the change in topical interests of personas over time. 127-136 2019 ASIST https://doi.org/10.1002/pra2.11 https://www.wikidata.org/entity/Q126998922 conf/asist/2019 db/conf/asist/asist2019.html#JansenJS19 Kholoud Khalil Aldous Jisun An Bernard J. Jansen The Challenges of Creating Engaging Content: Results from a Focus Group Study of a Popular News Media Organization. 2019 CHI Extended Abstracts https://doi.org/10.1145/3290607.3312810 conf/chi/2019a db/conf/chi/chi2019a.html#AldousAJ19 Bernard J. Jansen Soon-Gyo Jung Joni Salminen Creating Manageable Persona Sets from Large User Populations. 2019 CHI Extended Abstracts https://doi.org/10.1145/3290607.3313006 conf/chi/2019a db/conf/chi/chi2019a.html#JansenJS19 Soon-Gyo Jung Joni Salminen Bernard J. Jansen Personas Changing Over Time: Analyzing Variations of Data-Driven Personas During a Two-Year Period. 2019 CHI Extended Abstracts https://doi.org/10.1145/3290607.3312955 conf/chi/2019a db/conf/chi/chi2019a.html#JungSJ19 Joni Salminen Soon-Gyo Jung Bernard J. Jansen Detecting Demographic Bias in Automatically Generated Personas. 2019 CHI Extended Abstracts https://doi.org/10.1145/3290607.3313034 conf/chi/2019a db/conf/chi/chi2019a.html#SalminenJJ19 Sercan Sengün Joni Salminen Soon-Gyo Jung Peter Mawhorter Bernard J. Jansen Analyzing Hate Speech Toward Players from the MENA in League of Legends. 2019 CHI Extended Abstracts https://doi.org/10.1145/3290607.3312924 conf/chi/2019a db/conf/chi/chi2019a.html#SengunSJMJ19 Joni Salminen Hind A. Al-Merekhi Ahmed Mohamed Sayed Kamel Soon-Gyo Jung Bernard J. Jansen Online Hate Ratings Vary by Extremes: A Statistical Analysis. 213-217 2019 CHIIR https://doi.org/10.1145/3295750.3298954 conf/chiir/2019 db/conf/chiir/chiir2019.html#SalminenAKJJ19 Joni Salminen Sercan Sengün Soon-Gyo Jung Bernard J. Jansen Design Issues in Automatically Generated Persona Profiles: A Qualitative Analysis from 38 Think-Aloud Transcripts. 225-229 2019 CHIIR https://doi.org/10.1145/3295750.3298942 conf/chiir/2019 db/conf/chiir/chiir2019.html#SalminenSJJ19 Sercan Sengün Joni Salminen Peter Mawhorter Soon-Gyo Jung Bernard J. Jansen Exploring the Relationship Between Game Content and Culture-based Toxicity: A Case Study of League of Legends and MENA Players. 87-95 2019 HT https://doi.org/10.1145/3342220.3343652 https://www.wikidata.org/entity/Q130888305 conf/ht/2019 db/conf/ht/ht2019.html#SengunSMJJ19 Hind A. Al-Merekhi Haewoon Kwak Bernard J. Jansen Joni Salminen Detecting Toxicity Triggers in Online Discussions. 291-292 2019 HT https://doi.org/10.1145/3342220.3344933 conf/ht/2019 db/conf/ht/ht2019.html#AlmerekhiKJS19 Joni Salminen Soon-Gyo Jung Bernard J. Jansen The Future of Data-driven Personas: A Marriage of Online Analytics Numbers and Human Attributes. 608-615 2019 ICEIS (1) https://doi.org/10.5220/0007744706080615 conf/iceis/2019-1 db/conf/iceis/iceis2019-1.html#SalminenJJ19 Joni Salminen Mridul Nagpal Haewoon Kwak Jisun An Soon-Gyo Jung Bernard J. Jansen Confusion Prediction from Eye-Tracking Data: Experiments with Machine Learning. 5:1-5:9 2019 ICIST https://doi.org/10.1145/3361570.3361577 conf/icist2/2019 db/conf/icist2/icist2019.html#SalminenNKAJJ19 Joni Salminen Juan Corporan Roope Marttila Tommi Salenius Bernard J. Jansen Using Machine Learning to Predict Ranking of Webpages in the Gift Industry: Factors for Search-Engine Optimization. 6:1-6:8 2019 ICIST https://doi.org/10.1145/3361570.3361578 https://www.wikidata.org/entity/Q106247645 conf/icist2/2019 db/conf/icist2/icist2019.html#SalminenCMSJ19 Kholoud Khalil Aldous Jisun An Bernard J. Jansen View, Like, Comment, Post: Analyzing User Engagement by Topic at 4 Levels across 5 Social Media Platforms for 53 News Organizations. 47-57 2019 ICWSM https://ojs.aaai.org/index.php/ICWSM/article/view/3208 conf/icwsm/2019 db/conf/icwsm/icwsm2019.html#AldousAJ19 Kholoud Khalil Aldous Jisun An Bernard J. Jansen Predicting Audience Engagement Across Social Media Platforms in the News Domain. 173-187 2019 SocInfo https://doi.org/10.1007/978-3-030-34971-4_12 conf/socinfo/2019 db/conf/socinfo/socinfo2019.html#AldousAJ19 Kholoud Khalil Aldous Jisun An Bernard J. Jansen Stylistic Features Usage: Similarities and Differences Using Multiple Social Networks. 309-318 2019 SocInfo https://doi.org/10.1007/978-3-030-34971-4_22 conf/socinfo/2019 db/conf/socinfo/socinfo2019.html#AldousAJ19a Joni Salminen Soon-Gyo Jung João M. Santos 0001 Bernard J. Jansen The Effect of Smiling Pictures on Perceptions of Personas. 75-79 2019 UMAP (Adjunct Publication) https://doi.org/10.1145/3314183.3324973 conf/um/2019a db/conf/um/umap2019a.html#SalminenJSJ19

Jisun An Rumi Chunara David J. Crandall Darian Frajberg Megan French Bernard J. Jansen Juhi Kulshrestha Yelena Mejova Daniel M. Romero Joni Salminen Amit Sharma 0007 Amit P. Sheth Chenhao Tan Samuel Hardman Taylor Sanjaya Wijeratne Reports of the Workshops Held at the 2018 International AAAI Conference on Web and Social Media. 2018 39 AI Mag. 4 https://doi.org/10.1609/aimag.v39i4.2835 https://www.wikidata.org/entity/Q128781440 db/journals/aim/aim39.html#AnCCFFJKMRSSSTT18 36-44

Partha Mukherjee Bernard J. Jansen Analyzing Attitude of Second Screen Social Media Messages. 27-35 2018 33 IEEE Intell. Syst. 6 https://doi.org/10.1109/MIS.2018.2886665 db/journals/expert/expert33.html#MukherjeeJ18

Joni Salminen Sercan Sengün Haewoon Kwak Bernard J. Jansen Jisun An Soon-Gyo Jung Sarah Vieweg D. Fox Harrell From 2, 772 segments to five personas: Summarizing a diverse online audience by generating culturally adapted personas. 2018 23 First Monday 6 https://doi.org/10.5210/fm.v23i6.8415 https://www.wikidata.org/entity/Q129710918 db/journals/firstmonday/firstmonday23.html#SalminenSKJAJVH18

Yanwu Yang Xin Li 0004 Daniel Zeng 0001 Bernard J. Jansen Aggregate effects of advertising decisions: A complex systems look at search engine advertising via an experimental study. 1079-1102 2018 28 Internet Res. 4 https://doi.org/10.1108/IntR-10-2017-0377 https://www.wikidata.org/entity/Q129723571 db/journals/intr/intr28.html#YangLZJ18

Zhe Liu 0002 Bernard J. Jansen Questioner or question: Predicting the response rate in social question and answering on Sina Weibo. 159-174 2018 54 Inf. Process. Manag. 2 https://doi.org/10.1016/j.ipm.2017.10.004 db/journals/ipm/ipm54.html#LiuJ18

Jisun An Haewoon Kwak Soon-Gyo Jung Joni Salminen Bernard J. Jansen Customer segmentation using online platforms: isolating behavioral and demographic segments for persona creation via aggregated user data. 54:1-54:19 2018 8 Soc. Netw. Anal. Min. 1 https://doi.org/10.1007/s13278-018-0531-0 https://www.wikidata.org/entity/Q129342857 db/journals/snam/snam8.html#AnKJSJ18

Jisun An Haewoon Kwak Soon-Gyo Jung Joni Salminen M. Admad Bernard J. Jansen Imaginary People Representing Real Numbers: Generating Personas from Online Social Media Data. 27:1-27:26 2018 12 ACM Trans. Web 4 https://doi.org/10.1145/3265986 https://www.wikidata.org/entity/Q130978771 db/journals/tweb/tweb12.html#AnKJSAJ18

Dirk Lewandowski Javed Mostafa Andrew Dillon Jim Jansen Fidelia Ibekwe-Sanjuan Andrew M. Cox 0001 Samuel K. Chu Meet the editors - successfully publishing in information science journals. 708-711 2018 ASIST https://doi.org/10.1002/pra2.2018.14505501088 https://www.wikidata.org/entity/Q128414462 conf/asist/2018 db/conf/asist/asist2018.html#LewandowskiMDJICC18 Jeff Johnson Manoj Hastak Bernard J. Jansen Devesh Raval Analyzing Advertising Labels: Testing Consumers' Recognition of Paid Content Online. 2018 CHI Extended Abstracts https://doi.org/10.1145/3170427.3188533 https://www.wikidata.org/entity/Q130966117 conf/chi/2018a db/conf/chi/chi2018a.html#JohnsonHJR18 Joni Salminen Soon-Gyo Jung Jisun An Haewoon Kwak Bernard J. Jansen Findings of a User Study of Automatically Generated Personas. 2018 CHI Extended Abstracts https://doi.org/10.1145/3170427.3188470 conf/chi/2018a db/conf/chi/chi2018a.html#SalminenJAKJ18 Joni Salminen Haewoon Kwak João M. Santos 0001 Soon-Gyo Jung Jisun An Bernard J. Jansen Persona Perception Scale: Developing and Validating an Instrument for Human-Like Representations of Data. 2018 CHI Extended Abstracts https://doi.org/10.1145/3170427.3188461 conf/chi/2018a db/conf/chi/chi2018a.html#SalminenKSJAJ18 Joni Salminen Lene Nielsen Soon-Gyo Jung Jisun An Haewoon Kwak Bernard J. Jansen "Is More Better?": Impact of Multiple Photos on Perception of Persona Profiles. 317 2018 CHI https://doi.org/10.1145/3173574.3173891 conf/chi/2018 db/conf/chi/chi2018.html#SalminenNJAKJ18 Joni Salminen Bernard J. Jansen Jisun An Soon-Gyo Jung Lene Nielsen Haewoon Kwak Fixation and Confusion: Investigating Eye-tracking Participants' Exposure to Information in Personas. 110-119 2018 CHIIR https://doi.org/10.1145/3176349.3176391 conf/chiir/2018 db/conf/chiir/chiir2018.html#SalminenJAJNK18 Soon-Gyo Jung Joni Salminen Haewoon Kwak Jisun An Bernard J. Jansen Automatic Persona Generation (APG): A Rationale and Demonstration. 321-324 2018 CHIIR https://doi.org/10.1145/3176349.3176893 conf/chiir/2018 db/conf/chiir/chiir2018.html#JungSKAJ18 Joni Salminen Hind A. Al-Merekhi Milica Milenkovic Soon-Gyo Jung Jisun An Haewoon Kwak Bernard J. Jansen Anatomy of Online Hate: Developing a Taxonomy and Machine Learning Models for Identifying and Classifying Hate in Online News Media. 330-339 2018 ICWSM https://aaai.org/ocs/index.php/ICWSM/ICWSM18/paper/view/17885 conf/icwsm/2018 db/conf/icwsm/icwsm2018.html#SalminenAMJAKJ18 Soon-Gyo Jung Jisun An Haewoon Kwak Joni Salminen Bernard J. Jansen Assessing the Accuracy of Four Popular Face Recognition Tools for Inferring Gender, Age, and Race. 624-627 2018 ICWSM https://aaai.org/ocs/index.php/ICWSM/ICWSM18/paper/view/17839 conf/icwsm/2018 db/conf/icwsm/icwsm2018.html#JungAKSJ18 Soon-Gyo Jung Joni O. Salminen Jisun An Haewoon Kwak Bernard J. Jansen Automatically Conceptualizing Social Media Analytics Data via Personas. 715-716 2018 ICWSM https://aaai.org/ocs/index.php/ICWSM/ICWSM18/paper/view/17810 conf/icwsm/2018 db/conf/icwsm/icwsm2018.html#JungSAKJ18 Joni Salminen Juhani Luotolahti Hind A. Al-Merekhi Bernard J. Jansen Soon-Gyo Jung Neural Network Hate Deletion: Developing a Machine Learning Model to Eliminate Hate from Online Comments. 25-39 2018 INSCI https://doi.org/10.1007/978-3-030-01437-7_3 conf/insci/2018 db/conf/insci/insci2018.html#SalminenLAJJ18 Bernard J. Jansen Soon-Gyo Jung Joni Salminen Jisun An Haewoon Kwak Combining Behaviors and Demographics to Segment Online Audiences: Experiments with a YouTube Channel. 141-153 2018 INSCI https://doi.org/10.1007/978-3-030-01437-7_12 conf/insci/2018 db/conf/insci/insci2018.html#JansenJSAK18 Joni O. Salminen Hind A. Al-Merekhi Partha Dey Bernard J. Jansen Inter-Rater Agreement for Social Computing Studies. 80-87 2018 SNAMS https://doi.org/10.1109/SNAMS.2018.8554744 conf/snams/2018 db/conf/snams/snams2018.html#SalminenADJ18 Joni Salminen Fabio Veronesi Hind A. Al-Merekhi Soon-Gyo Jung Bernard J. Jansen Online Hate Interpretation Varies by Country, But More by Individual: A Statistical Analysis Using Crowdsourced Ratings. 88-94 2018 SNAMS https://doi.org/10.1109/SNAMS.2018.8554954 conf/snams/2018 db/conf/snams/snams2018.html#SalminenVAJJ18 Joni Salminen Dmitry Maslennikov Bernard J. Jansen Rami Olkkonen With or Without Super Platforms? Analyzing Online Publishers' Strategies in the Game of Traffic. 251-260 2018 SocInfo (2) https://doi.org/10.1007/978-3-030-01159-8_24 conf/socinfo/2018-2 db/conf/socinfo/socinfo2018-2.html#SalminenMJO18 Haewoon Kwak Jisun An Joni Salminen Soon-Gyo Jung Bernard J. Jansen What We Read, What We Search: Media Attention and Public Attention Among 193 Countries. 893-902 2018 WWW https://doi.org/10.1145/3178876.3186137 conf/www/2018 db/conf/www/www2018.html#KwakASJJ18

Haewoon Kwak Jisun An Joni Salminen Soon-Gyo Jung Bernard J. Jansen What We Read, What We Search: Media Attention and Public Attention Among 193 Countries. 2018 abs/1802.06437 CoRR http://arxiv.org/abs/1802.06437 db/journals/corr/corr1802.html#abs-1802-06437

Joni Salminen Bernard J. Jansen Use Cases and Outlooks for Automatic Analytics. 2018 abs/1810.00358 CoRR http://arxiv.org/abs/1810.00358 db/journals/corr/corr1810.html#abs-1810-00358

Yanwu Yang Yinghui (Catherine) Yang Bernard J. Jansen Mounia Lalmas Computational Advertising: A Paradigm Shift for Advertising and Marketing? 3-6 2017 32 IEEE Intell. Syst. 3 https://doi.org/10.1109/MIS.2017.58 http://doi.ieeecomputersociety.org/10.1109/MIS.2017.58 db/journals/expert/expert32.html#YangYJL17

Partha Mukherjee Bernard J. Jansen Conversing and searching: the causal relationship between social media and web search. 1209-1226 2017 27 Internet Res. 5 https://doi.org/10.1108/IntR-07-2016-0228 https://www.wikidata.org/entity/Q130527765 db/journals/intr/intr27.html#MukherjeeJ17

Zhe Liu 0002 Bernard J. Jansen Identifying and predicting the desire to help in social question and answering. 490-504 2017 53 Inf. Process. Manag. 2 https://doi.org/10.1016/j.ipm.2016.05.001 db/journals/ipm/ipm53.html#0002J17

Zhe Liu 0002 Bernard J. Jansen ASK: A taxonomy of accuracy, social, and knowledge information seeking posts in social question and answering. 333-347 2017 68 J. Assoc. Inf. Sci. Technol. 2 https://doi.org/10.1002/asi.23655 db/journals/jasis/jasis68.html#0002J17

Partha Mukherjee Bernard J. Jansen Information Sharing by Viewers Via Second Screens for In-Real-Life Events. 1:1-1:24 2017 11 ACM Trans. Web 1 https://doi.org/10.1145/3009970 db/journals/tweb/tweb11.html#MukherjeeJ17

Bernard J. Jansen Soon-Gyo Jung Joni Salminen Jisun An Haewoon Kwak Leveraging Social Analytics Data for Identifying Customer Segments for Online News Media. 463-468 2017 AICCSA https://doi.org/10.1109/AICCSA.2017.64 https://doi.ieeecomputersociety.org/10.1109/AICCSA.2017.64 conf/aiccsa/2017 db/conf/aiccsa/aiccsa2017.html#JansenJSAK17 Bernard J. Jansen Soon-Gyo Jung Joni Salminen Jisun An Haewoon Kwak Viewed by too many or viewed too little: Using information dissemination for audience segmentation. 189-196 2017 ASIST https://doi.org/10.1002/pra2.2017.14505401021 conf/asist/2017 db/conf/asist/asist2017.html#JansenJSAK17 Jisun An Haewoon Kwak Bernard J. Jansen Personas for Content Creators via Decomposed Aggregate Audience Statistics. 632-635 2017 ASONAM https://doi.org/10.1145/3110025.3110072 conf/asunam/2017 db/conf/asunam/asonam2017.html#AnKJ17 Soon-Gyo Jung Jisun An Haewoon Kwak Moeed Ahmad Lene Nielsen Bernard J. Jansen Persona Generation from Aggregated Social Media Data. 1748-1755 2017 CHI Extended Abstracts https://doi.org/10.1145/3027063.3053120 conf/chi/2017a db/conf/chi/chi2017a.html#JungAKANJ17 Joni Salminen Sercan Sengün Haewoon Kwak Bernard J. Jansen Jisun An Soon-Gyo Jung Sarah Vieweg D. Fox Harrell Generating Cultural Personas from Social Data: A Perspective of Middle Eastern Users. 120-125 2017 FiCloud Workshops https://doi.org/10.1109/FiCloudW.2017.97 https://doi.ieeecomputersociety.org/10.1109/FiCloudW.2017.97 conf/ficloud/2017w db/conf/ficloud/ficloud2017w.html#SalminenSKJAJVH17 Yanjun Gao Madhu C. Reddy Bernard J. Jansen ShopWithMe!: Collaborative Information Searching and Shopping for Online Retail. 2017 HICSS https://hdl.handle.net/10125/41211 http://aisel.aisnet.org/hicss-50/cl/human_task_assistance_system/3 conf/hicss/2017 db/conf/hicss/hicss2017.html#GaoRJ17 1-10 Lene Nielsen Soon-Gyo Jung Jisun An Joni Salminen Haewoon Kwak Bernard J. Jansen Who are your users?: comparing media professionals' preconception of users to data-driven personas. 602-606 2017 OZCHI https://doi.org/10.1145/3152771.3156178 conf/ozchi/2017 db/conf/ozchi/ozchi2017.html#NielsenJASKJ17

Adan Ortiz-Cordova Bernard J. Jansen Associating Searching on Search Engines to Subsequent Searching on Sites. 30-43 2016 8 Int. J. Inf. Syst. Serv. Sect. 2 https://doi.org/10.4018/IJISSS.2016040103 db/journals/ijisss/ijisss8.html#Ortiz-CordovaJ16

Daniel M. Coughlin Mark C. Campbell Bernard J. Jansen A web analytics approach for appraising electronic resources in academic libraries. 518-534 2016 67 J. Assoc. Inf. Sci. Technol. 3 https://doi.org/10.1002/asi.23407 db/journals/jasis/jasis67.html#CoughlinCJ16

Daniel M. Coughlin Bernard J. Jansen Modeling journal bibliometrics to predict downloads and inform purchase decisions at university research libraries. 2263-2273 2016 67 J. Assoc. Inf. Sci. Technol. 9 https://doi.org/10.1002/asi.23549 https://www.wikidata.org/entity/Q125692786 db/journals/jasis/jasis67.html#CoughlinJ16

Zhe Liu 0002 Bernard J. Jansen Understanding and Predicting Question Subjectivity in Social Question and Answering. 32-41 2016 3 IEEE Trans. Comput. Soc. Syst. 1 https://doi.org/10.1109/TCSS.2016.2564400 db/journals/tcss/tcss3.html#LiuJ16

Jisun An Haewoon Kwak Bernard J. Jansen Validating social media data for automatic persona generation. 1-6 2016 AICCSA https://doi.org/10.1109/AICCSA.2016.7945816 https://doi.ieeecomputersociety.org/10.1109/AICCSA.2016.7945816 conf/aiccsa/2016 db/conf/aiccsa/aiccsa2016.html#AnKJ16 Allie Whitman Bernard J. Jansen Some commericial concerns of Amazon's community forums: The case of the Kindle. 1-6 2016 AICCSA https://doi.org/10.1109/AICCSA.2016.7945821 https://doi.ieeecomputersociety.org/10.1109/AICCSA.2016.7945821 conf/aiccsa/2016 db/conf/aiccsa/aiccsa2016.html#WhitmanJ16 Jamshid Beheshti Jim Jansen Andrew Dillon Dirk Lewandowski Javad Mostafa Julia Khanova Tom Wilson 0004 Michael Seadle Publish or perish: Meet the editors a special panel. 1-4 2016 ASIST https://doi.org/10.1002/pra2.2016.14505301021 conf/asist/2016 db/conf/asist/asist2016.html#BeheshtiJDLMKWS16 Alex Brown Binky Lush Bernard J. Jansen Pixel efficiency analysis: A quantitative web analytics approach. 1-10 2016 ASIST https://doi.org/10.1002/pra2.2016.14505301040 conf/asist/2016 db/conf/asist/asist2016.html#BrownLJ16 Jian-Syuan Wong Bart Pursel Anna Divinsky Bernard J. Jansen An Analysis of Cognitive Learning Context in MOOC Forum Messages. 1315-1321 2016 CHI Extended Abstracts https://doi.org/10.1145/2851581.2892324 conf/chi/2016a db/conf/chi/chi2016a.html#WongPDJ16 Yanjun Gao Madhu C. Reddy Bernard J. Jansen Shop Together, Search Together: Collaborative E-commerce. 2081-2087 2016 CHI Extended Abstracts https://doi.org/10.1145/2851581.2892348 conf/chi/2016a db/conf/chi/chi2016a.html#GaoRJ16 Jisun An Hoyoun Cho Haewoon Kwak Mohammed Ziyaad Hassen Bernard J. Jansen Towards Automatic Persona Generation Using Social Media. 206-211 2016 FiCloud Workshops https://doi.org/10.1109/W-FiCloud.2016.51 https://doi.ieeecomputersociety.org/10.1109/W-FiCloud.2016.51 conf/ficloud/2016w db/conf/ficloud/ficloud2016w.html#AnCKHJ16 Abdullateef Rabab'ah Mahmoud Al-Ayyoub Mohammed A. Shehab Yaser Jararweh Bernard J. Jansen Using the Panama Papers to explore the financial networks of the Middle East. 92-97 2016 ICITST https://doi.org/10.1109/ICITST.2016.7856674 conf/icitst/2016 db/conf/icitst/icitst2016.html#RababahASJJ16 Jing Ma 0004 Wei Gao 0001 Prasenjit Mitra 0001 Sejeong Kwon Bernard J. Jansen Kam-Fai Wong Meeyoung Cha Detecting Rumors from Microblogs with Recurrent Neural Networks. 3818-3824 2016 IJCAI http://www.ijcai.org/Abstract/16/537 conf/ijcai/2016 db/conf/ijcai/ijcai2016.html#MaGMKJWC16 Partha Mukherjee Bernard J. Jansen Formality Identification in Social Media Dialogue. 13-22 2016 SBP-BRiMS https://doi.org/10.1007/978-3-319-39931-7_2 conf/sbp-brims/2016 db/conf/sbp-brims/sbp-brims2016.html#MukherjeeJ16

Adan Ortiz-Cordova Yanwu Yang Bernard J. Jansen External to internal search: Associating searching on search engines with searching on sites. 718-736 2015 51 Inf. Process. Manag. 5 https://doi.org/10.1016/j.ipm.2015.06.009 db/journals/ipm/ipm51.html#Ortiz-CordovaYJ15

Jian-Syuan Wong Bart Pursel Anna Divinsky Bernard J. Jansen Analyzing MOOC discussion forum messages to identify cognitive learning information exchanges. 1-10 2015 ASIST https://doi.org/10.1002/pra2.2015.145052010023 conf/asist/2015 db/conf/asist/asist2015.html#WongPDJ15 Zhe Liu 0002 Bernard J. Jansen A Taxonomy for Classifying Questions Asked in Social Question and Answering. 1947-1952 2015 CHI Extended Abstracts https://doi.org/10.1145/2702613.2732928 conf/chi/2015a db/conf/chi/chi2015a.html#LiuJ15 Zhe Liu 0002 Bernard J. Jansen Analysis of Question and Answering Behavior in Question Routing Services. 72-85 2015 CRIWG https://doi.org/10.1007/978-3-319-22747-4_6 conf/criwg/2015 db/conf/criwg/criwg2015.html#LiuJ15 Partha Mukherjee Bernard J. Jansen Evaluating pattern for group interactions using second screens. 433-437 2015 ICNC https://doi.org/10.1109/ICCNC.2015.7069383 https://doi.ieeecomputersociety.org/10.1109/ICCNC.2015.7069383 conf/iccnc/2015 db/conf/iccnc/iccnc2015.html#MukherjeeJ15 Partha Mukherjee Bernard J. Jansen Evaluating classification schemes for second screen interactions. 879-883 2015 ICNC https://doi.org/10.1109/ICCNC.2015.7069462 https://doi.ieeecomputersociety.org/10.1109/ICCNC.2015.7069462 conf/iccnc/2015 db/conf/iccnc/iccnc2015.html#MukherjeeJ15a Partha Mukherjee Bernard J. Jansen Correlation of Brand Mentions in Social Media and Web Searching Before and After Real Life Events: Phase Analysis of Social Media and Search Data for Super Bowl 2015 Commercials. 21-26 2015 ICDM Workshops https://doi.org/10.1109/ICDMW.2015.60 https://doi.ieeecomputersociety.org/10.1109/ICDMW.2015.60 conf/icdm/2015w db/conf/icdm/icdm2015w.html#MukherjeeJ15 Zhe Liu 0002 Bernard J. Jansen Subjective versus Objective Questions: Perception of Question Subjectivity in Social Q&A. 131-140 2015 SBP https://doi.org/10.1007/978-3-319-16268-3_14 conf/sbp/2015 db/conf/sbp/sbp2015.html#LiuJ15 Partha Mukherjee Bernard J. Jansen Analyzing Second Screen Based Social Soundtrack of TV Viewers from Diverse Cultural Settings. 375-380 2015 SBP https://doi.org/10.1007/978-3-319-16268-3_46 conf/sbp/2015 db/conf/sbp/sbp2015.html#MukherjeeJ15 Jian-Syuan Wong Bart Pursel Anna Divinsky Bernard J. Jansen An Analysis of MOOC Discussion Forum Interactions from the Most Active Users. 452-457 2015 SBP https://doi.org/10.1007/978-3-319-16268-3_58 conf/sbp/2015 db/conf/sbp/sbp2015.html#WongPDJ15

Partha Mukherjee Bernard J. Jansen Performance analysis of keyword advertising campaign using gender-brand effect of search queries. 139-149 2014 13 Electron. Commer. Res. Appl. 2 https://doi.org/10.1016/j.elerap.2014.01.001 db/journals/ecra/ecra13.html#MukherjeeJ14

Yanwu Yang Rui Qin 0002 Bernard J. Jansen Jie Zhang 0116 Daniel Zeng 0001 Budget Planning for Coupled Campaigns in Sponsored Search Auctions. 39-66 2014 18 Int. J. Electron. Commer. 3 https://doi.org/10.2753/JEC1086-4415180302 db/journals/ijecommerce/ijecommerce18.html#YangQJZZ14

Adan Ortiz-Cordova Bernard J. Jansen Linking external and internal search: investigating the site searching patterns of referred searchers. 1345-1350 2014 CHI Extended Abstracts https://doi.org/10.1145/2559206.2581199 conf/chi/2014a db/conf/chi/chi2014a.html#Ortiz-CordovaJ14 Zhe Liu 0002 Bernard J. Jansen Predicting potential responders in social Q&A based on non-QA features. 2131-2136 2014 CHI Extended Abstracts https://doi.org/10.1145/2559206.2581366 conf/chi/2014a db/conf/chi/chi2014a.html#0002J14 Partha Mukherjee Bernard J. Jansen Social TV and the Social Soundtrack: Significance of Second Screen Interaction during Television Viewing. 317-324 2014 SBP https://doi.org/10.1007/978-3-319-05579-4_39 conf/sbp/2014 db/conf/sbp/sbp2014.html#MukherjeeJ14 Partha Mukherjee Brad Kozlek Allan Gyorke Cole Camplese Bernard J. Jansen Leveraging Mobile Technology to Enhance Both Competition and Cooperation in an Undergraduate STEM Course. 167-177 2014 Innovative Practices in Teaching Information Sciences and Technology https://doi.org/10.1007/978-3-319-03656-4_15 books/daglib/0033328 db/books/collections/C2014.html#MukherjeeKGCJ14

Bernard J. Jansen Kathleen A. Moore Stephen Carman Evaluating the performance of demographic targeting using gender in sponsored search. 286-302 2013 49 Inf. Process. Manag. 1 https://doi.org/10.1016/j.ipm.2012.06.001 https://www.wikidata.org/entity/Q57307540 db/journals/ipm/ipm49.html#JansenMC13

Bernard J. Jansen Zhe Liu 0002 Zach Simon The effect of ad rank on the performance of keyword advertising campaigns. 2115-2132 2013 64 J. Assoc. Inf. Sci. Technol. 10 https://doi.org/10.1002/asi.22910 db/journals/jasis/jasis64.html#JansenLS13

Daniel M. Coughlin Mark C. Campbell Bernard J. Jansen Measuring the value of library content collections. 1-13 2013 ASIST https://doi.org/10.1002/meet.14505001047 conf/asist/2013 db/conf/asist/asist2013.html#CoughlinCJ13 Partha Mukherjee Bernard J. Jansen Gender-brand effect of search queries on sponsored search performance. 1-4 2013 ASIST https://doi.org/10.1002/meet.14505001170 conf/asist/2013 db/conf/asist/asist2013.html#MukherjeeJ13 Adan Ortiz-Cordova Bernard J. Jansen Site-searching strategies of searchers referred from search engines. 1-6 2013 ASIST https://doi.org/10.1002/meet.14505001050 conf/asist/2013 db/conf/asist/asist2013.html#Ortiz-CordovaJ13 Carolyn Theresa Hafernik Bernard J. Jansen Understanding the specificity of web search queries. 1827-1832 2013 CHI Extended Abstracts https://doi.org/10.1145/2468356.2468684 conf/chi/2013a db/conf/chi/chi2013a.html#HafernikJ13 Partha Mukherjee Bernard J. Jansen The gender-brand effect of key phrases on user clicks in sponsored search. 1845-1850 2013 CHI Extended Abstracts https://doi.org/10.1145/2468356.2468687 conf/chi/2013a db/conf/chi/chi2013a.html#MukherjeeJ13 Zhe Liu 0002 Bernard J. Jansen Factors influencing the response rate in social question and answering behavior. 1263-1274 2013 CSCW https://doi.org/10.1145/2441776.2441918 conf/cscw/2013 db/conf/cscw/cscw2013.html#LiuJ13 Zhe Liu 0002 Bernard J. Jansen Question and Answering Made Interactive: An Exploration of Interactions in Social Q&A. 1-10 2013 SOCIETY https://doi.org/10.1109/SOCIETY.2013.16 https://doi.ieeecomputersociety.org/10.1109/SOCIETY.2013.16 conf/society/2013 db/conf/society/society2013.html#LiuJ13

Bernard J. Jansen Lu Zhang Anna S. Mattila User reactions to search engines logos: investigating brand knowledge of web search engines. 429-454 2012 12 Electron. Commer. Res. 4 https://doi.org/10.1007/s10660-012-9101-0 db/journals/ecr/ecr12.html#JansenZM12

Adan Ortiz-Cordova Bernard J. Jansen Classifying web search queries to identify high revenue generating customers. 1426-1441 2012 63 J. Assoc. Inf. Sci. Technol. 7 https://doi.org/10.1002/asi.22640 db/journals/jasis/jasis63.html#Ortiz-CordovaJ12

Zhe Liu 0002 Bernard J. Jansen Almighty Twitter, what are people asking for? 1-10 2012 ASIST https://doi.org/10.1002/meet.14504901134 conf/asist/2012 db/conf/asist/asist2012.html#0002J12 Stephen Carman Ray Strong Anca Chandra Sechan Oh W. Scott Spangler Laura Anderson Bernard J. Jansen Predictive value of comments in the service engagement process. 1-6 2012 ASIST https://doi.org/10.1002/meet.14504901215 conf/asist/2012 db/conf/asist/asist2012.html#CarmanSCOSAJ12 Sandeep Purao Wolfgang Maass 0002 Veda C. Storey Bernard J. Jansen Madhu C. Reddy An Integrated Conceptual Model to Incorporate Information Tasks in Workflow Models. 487-500 2012 ER https://doi.org/10.1007/978-3-642-34002-4_38 conf/er/2012 db/conf/er/er2012.html#PuraoMSJR12

Mimi Zhang Bernard J. Jansen Abdur Chowdhury Business engagement on Twitter: a path analysis. 161-175 2011 21 Electron. Mark. 3 https://doi.org/10.1007/s12525-011-0065-z db/journals/electronicmarkets/electronicmarkets21.html#ZhangJC11

Bernard J. Jansen Kate Sobel Mimi Zhang The Brand Effect of Key Phrases and Advertisements in Sponsored Search. 77-106 2011 16 Int. J. Electron. Commer. 1 https://doi.org/10.2753/JEC1086-4415160103 db/journals/ijecommerce/ijecommerce16.html#JansenSZ11

Bernard J. Jansen Zhe Liu 0002 Courtney Weaver Gerry Campbell Matthew Gregg Real time search on the web: Queries, topics, and economic value. 491-506 2011 47 Inf. Process. Manag. 4 https://doi.org/10.1016/j.ipm.2011.01.007 db/journals/ipm/ipm47.html#JansenLWCG11

Bernard J. Jansen Kate Sobel Geoff Cook Classifying ecommerce information sharing behaviour by youths on social networking sites. 120-136 2011 37 J. Inf. Sci. 2 https://doi.org/10.1177/0165551510396975 db/journals/jis/jis37.html#JansenSC11

Zhe Liu 0002 Bernard J. Jansen Zach Simon Investigating the effect of results ranking in sponsored search. 1-10 2011 ASIST https://doi.org/10.1002/meet.2011.14504801071 conf/asist/2011 db/conf/asist/asist2011.html#0002JS11 Carolyn T. Hafernik Bin Cheng Paul Francis Bernard J. Jansen Mapping user search queries to product categories. 1-10 2011 ASIST https://doi.org/10.1002/meet.2011.14504801111 conf/asist/2011 db/conf/asist/asist2011.html#HafernikCFJ11 Bernard J. Jansen Kate Sobel Geoff Cook <i>Being networked</i> and <i>being engaged</i>: the impact of social networking on ecommerce information behavior. 130-136 2011 iConference https://doi.org/10.1145/1940761.1940779 conf/iconference/2011 db/conf/iconference/iconference2011.html#JansenSC11 Cornelia Caragea Nathan J. McNeese Anuj R. Jaiswal Greg Traylor Hyun-Woo Kim Prasenjit Mitra 0001 Dinghao Wu Andrea H. Tapia C. Lee Giles Bernard J. Jansen John Yen Classifying text messages for the haiti earthquake. 2011 ISCRAM http://idl.iscram.org/files/caragea/2011/371_Caragea_etal2011.pdf conf/iscram/2011 db/conf/iscram/iscram2011.html#CarageaMJTKMWTG11 Andrea H. Tapia Kartikeya Bajpai Bernard J. Jansen John Yen Seeking the trustworthy tweet: Can microblogged data fit the information needs of disaster response and humanitarian relief organizations. 2011 ISCRAM http://idl.iscram.org/files/tapia/2011/991_Tapia_etal2011.pdf conf/iscram/2011 db/conf/iscram/iscram2011.html#TapiaBJY11

Mark A. Rosso Bernard J. Jansen Brand Names as Keywords in Sponsored Search Advertising. 6 2010 27 Commun. Assoc. Inf. Syst. https://doi.org/10.17705/1cais.02706 https://www.wikidata.org/entity/Q128958680 db/journals/cais/cais27.html#RossoJ10

Bernard J. Jansen Abdur Chowdury Geoff Cook The ubiquitous and increasingly significant status message. 15-17 2010 17 Interactions 3 https://doi.org/10.1145/1744161.1744165 db/journals/interactions/interactions17.html#JansenCC10

Ashish Kathuria Bernard J. Jansen Carolyn Theresa Hafernik Amanda Spink Classifying the user intent of web queries using k-means clustering. 563-581 2010 20 Internet Res. 5 https://doi.org/10.1108/10662241011084112 db/journals/intr/intr20.html#KathuriaJHS10

Bernard J. Jansen Soo Young Rieh The seventeen theoretical constructs of information searching and information retrieval. 1517-1534 2010 61 J. Assoc. Inf. Sci. Technol. 8 https://doi.org/10.1002/asi.21358 db/journals/jasis/jasis61.html#JansenR10

Bernard J. Jansen Lauren Solomon Gender demographic targeting in sponsored search. 831-840 2010 CHI https://doi.org/10.1145/1753326.1753448 conf/chi/2010 db/conf/chi/chi2010.html#JansenS10 Bernard J. Jansen Kate Sobel Geoff Cook Gen X and Ys attitudes on using social media platforms for opinion sharing. 3853-3858 2010 CHI Extended Abstracts https://doi.org/10.1145/1753846.1754068 conf/chi/2010a db/conf/chi/chi2010a.html#JansenSC10 Bernard J. Jansen Gerry Campbell Matthew Gregg Real time search user behavior. 3961-3966 2010 CHI Extended Abstracts https://doi.org/10.1145/1753846.1754086 conf/chi/2010a db/conf/chi/chi2010a.html#JansenCG10 Bernard J. Jansen Danielle L. Booth Classifying web queries by topic and user intent. 4285-4290 2010 CHI Extended Abstracts https://doi.org/10.1145/1753846.1754140 conf/chi/2010a db/conf/chi/chi2010a.html#JansenB10 Mark A. Rosso Bernard J. Jansen Smart marketing or bait & switch: competitors' brands as keywords in online advertising. 27-34 2010 WICOW https://doi.org/10.1145/1772938.1772946 conf/www/2010wicow db/conf/www/wicow2010.html#RossoJ10 Bernard J. Jansen Understanding User-Web Interactions via Web Analytics 2009 Synthesis Lectures on Information Concepts, Retrieval, and Services Morgan & Claypool Publishers 978-3-031-01136-8 978-3-031-02264-7 https://doi.org/10.2200/S00191ED1V01Y200904ICR006 https://doi.org/10.1007/978-3-031-02264-7

Bernard J. Jansen Theresa Flaherty Ricardo Baeza-Yates Lee Hunter Brendan Kitts Jamie Murphy The Components and Impact of Sponsored Search. 98-101 2009 42 Computer 5 https://doi.org/10.1109/MC.2009.164 http://doi.ieeecomputersociety.org/10.1109/MC.2009.164 db/journals/computer/computer42.html#JansenFBHKM09

Ying Zhang Bernard J. Jansen Amanda Spink Time series analysis of a Web search engine transaction log. 230-245 2009 45 Inf. Process. Manag. 2 https://doi.org/10.1016/j.ipm.2008.07.003 db/journals/ipm/ipm45.html#ZhangJS09

Bernard J. Jansen Danielle L. Booth Brian Keith Smith Using the taxonomy of cognitive learning to model online searching. 643-663 2009 45 Inf. Process. Manag. 6 https://doi.org/10.1016/j.ipm.2009.05.004 db/journals/ipm/ipm45.html#JansenBS09

Amanda Spink Bernard J. Jansen Web search. 1795 2009 179 Inf. Sci. 12 https://doi.org/10.1016/j.ins.2009.01.012 db/journals/isci/isci179.html#SpinkJ09

Ying Zhang Bernard J. Jansen Amanda Spink Identification of factors predicting clickthrough in Web searching using neural network analysis. 557-570 2009 60 J. Assoc. Inf. Sci. Technol. 3 https://doi.org/10.1002/asi.20993 db/journals/jasis/jasis60.html#ZhangJS09

Bernard J. Jansen Danielle L. Booth Amanda Spink Patterns of query reformulation during Web searching. 1358-1371 2009 60 J. Assoc. Inf. Sci. Technol. 7 https://doi.org/10.1002/asi.21071 db/journals/jasis/jasis60.html#JansenBS09

Bernard J. Jansen Mimi Zhang Carsten D. Schultz Brand and its effect on user perception of search engine performance. 1572-1595 2009 60 J. Assoc. Inf. Sci. Technol. 8 https://doi.org/10.1002/asi.21081 db/journals/jasis/jasis60.html#JansenZS09

Dian Tjondronegoro Amanda Spink Bernard J. Jansen A study and comparison of multimedia Web searching: 1997-2006. 1756-1768 2009 60 J. Assoc. Inf. Sci. Technol. 9 https://doi.org/10.1002/asi.21094 db/journals/jasis/jasis60.html#TjondronegoroSJ09

Bernard J. Jansen Mimi Zhang Kate Sobel Abdur Chowdury Twitter power: Tweets as electronic word of mouth. 2169-2188 2009 60 J. Assoc. Inf. Sci. Technol. 11 https://doi.org/10.1002/asi.21149 https://www.wikidata.org/entity/Q55983242 db/journals/jasis/jasis60.html#JansenZSC09

Mark A. Rosso Marilyn McClelland Bernard J. Jansen Sundar W. Fleming Using Google AdWords in the MBA MIS Course. 41-50 2009 20 J. Inf. Syst. Educ. 1 https://jise.org/Volume20/n1/JISEv20n1p41.html db/journals/jisedu/jisedu20.html#RossoMJF09

Efthimis N. Efthimiadis Jeff Huang 0002 Amanda Spink Jim Jansen Query formulation in web search. 1-3 2009 ASIST https://doi.org/10.1002/meet.2009.1450460131 conf/asist/2009 db/conf/asist/asist2009.html#Efthimiadis0SJ09 Bernard J. Jansen Mimi Zhang Danielle L. Booth Daehee Park Ying Zhang Ashish Kathuria Pat Bonner To what degree can log data profile a web searcher? 1-19 2009 ASIST https://doi.org/10.1002/meet.2009.1450460240 conf/asist/2009 db/conf/asist/asist2009.html#JansenZBPZKB09 Mimi Zhang Bernard J. Jansen Influences of mood on information seeking behavior. 3395-3400 2009 CHI Extended Abstracts https://doi.org/10.1145/1520340.1520492 conf/chi/2009a db/conf/chi/chi2009a.html#ZhangJ09 Bernard J. Jansen Mimi Zhang Kate Sobel Abdur Chowdury Micro-blogging as online word of mouth branding. 3859-3864 2009 CHI Extended Abstracts https://doi.org/10.1145/1520340.1520584 conf/chi/2009a db/conf/chi/chi2009a.html#JansenZSC09 Bernard J. Jansen Danielle L. Booth Amanda Spink Predicting query reformulation during web searching. 3907-3912 2009 CHI Extended Abstracts https://doi.org/10.1145/1520340.1520592 conf/chi/2009a db/conf/chi/chi2009a.html#JansenBS09

Madhu C. Reddy Bernard J. Jansen Learning about Potential Users of Collaborative Information Retrieval Systems http://arxiv.org/abs/0908.0764 2009 CoRR abs/0908.0764 db/journals/corr/corr0908.html#abs-0908-0764

Bernard J. Jansen Click Fraud. 85-86 2008 40 Computer 7 https://doi.org/10.1109/MC.2007.232 http://doi.ieeecomputersociety.org/10.1109/MC.2007.232 db/journals/computer/computer40.html#Jansen08

Bernard J. Jansen Tracy Mullen Sponsored search: an overview of the concept, history, and technology. 114-131 2008 6 Int. J. Electron. Bus. 2 https://doi.org/10.1504/IJEB.2008.018068 https://www.wikidata.org/entity/Q56029496 db/journals/ijeb/ijeb6.html#JansenM08

Madhu C. Reddy Bernard J. Jansen A model for understanding collaborative information behavior in context: A study of two healthcare teams. 256-273 2008 44 Inf. Process. Manag. 1 https://doi.org/10.1016/j.ipm.2006.12.010 db/journals/ipm/ipm44.html#ReddyJ08

Bernard J. Jansen Myatt, G.J. (2007). Making sense of data: a practical guide to exploratory data analysis and data mining (pp. 280). Wiley. 978-979 2008 44 Inf. Process. Manag. 2 https://doi.org/10.1016/j.ipm.2007.08.003 db/journals/ipm/ipm44.html#Jansen08

Bernard J. Jansen Danielle L. Booth Amanda Spink Determining the informational, navigational, and transactional intent of Web queries. 1251-1266 2008 44 Inf. Process. Manag. 3 https://doi.org/10.1016/j.ipm.2007.07.015 db/journals/ipm/ipm44.html#JansenBS08

Bernard J. Jansen Searching for digital images on the web. 81-101 2008 64 J. Documentation 1 https://doi.org/10.1108/00220410810844169 https://www.wikidata.org/entity/Q58632158 db/journals/jd/jd64.html#Jansen08

Bernard J. Jansen Christopher C. Ciamacca Amanda Spink An Analysis of Travel Information Searching on the Web. 101-118 2008 10 J. Inf. Technol. Tour. 2 https://doi.org/10.3727/109830508784913121 db/journals/jitt/jitt10.html#JansenCS08

Bernard J. Jansen Mark A. Rosso Dan Russell Brian Detlor The Google Online Marketing Challenge: A multi-disciplinary global teaching and learning initiative using sponsored search. 1-3 2008 ASIST https://doi.org/10.1002/meet.2008.1450450127 conf/asist/2008 db/conf/asist/asist2008.html#JansenRRD08 Madhu C. Reddy Bernard J. Jansen Rashmi Krishnappa The role of communication in collaborative information searching. 1-10 2008 ASIST https://doi.org/10.1002/meet.2008.1450450259 conf/asist/2008 db/conf/asist/asist2008.html#ReddyJK08

Bernard J. Jansen Amanda Spink Sponsored Search: Is Money a Motivator for Providing Relevant Results? 52-57 2007 40 Computer 8 https://doi.org/10.1109/MC.2007.290 http://doi.ieeecomputersociety.org/10.1109/MC.2007.290 db/journals/computer/computer40.html#JansenS07

Bernard J. Jansen Anna Brown Marc Resnick Factors relating to the decision to click on a sponsored link. 46-59 2007 44 Decis. Support Syst. 1 https://doi.org/10.1016/j.dss.2007.02.009 db/journals/dss/dss44.html#JansenBR07

Bernard J. Jansen Mimi Zhang Amanda Spink Patterns and transitions of query reformulation during web searching. 328-340 2007 3 Int. J. Web Inf. Syst. 4 https://doi.org/10.1108/17440080710848116 db/journals/ijwis/ijwis3.html#JansenZS07

Bernard J. Jansen The Craft of Research, 2nd edition (Chicago Guides to Writing, Editing, and Publishing) (Paperback) by Wayne C. Booth, Joseph M. Williams, Gregory G. Colomb. Paperback: 336 pages. University of Chicago Press; 2nd edition. ISBN: 0226065685. 827-828 2007 43 Inf. Process. Manag. 3 https://doi.org/10.1016/j.ipm.2006.08.003 db/journals/ipm/ipm43.html#Jansen07

Bernard J. Jansen Effective Expert Witnessing, fourth ed., Matson, Jack V., Daou, Suha F., Soper, Jeffrey G. CRC, 160 p., ISBN: 0849313015. 830-831 2007 43 Inf. Process. Manag. 3 https://doi.org/10.1016/j.ipm.2006.08.004 db/journals/ipm/ipm43.html#Jansen07a

Bernard J. Jansen Chris Anderson, The Long Tail: Why the Future of Business is Selling Less or More, Hyperion, New York (2006) ISBN 1-4013-0237-8 $24.95. 1147-1148 2007 43 Inf. Process. Manag. 4 https://doi.org/10.1016/j.ipm.2006.10.002 db/journals/ipm/ipm43.html#Jansen07b

Bernard J. Jansen Amanda Spink Sherry Koshman Web searcher interaction with the Dogpile.com metasearch engine. 744-755 2007 58 J. Assoc. Inf. Sci. Technol. 5 https://doi.org/10.1002/asi.20555 db/journals/jasis/jasis58.html#JansenSK07

Bernard J. Jansen Amanda Spink Chris Blakely Sherry Koshman Defining a session on Web search engines. 862-871 2007 58 J. Assoc. Inf. Sci. Technol. 6 https://doi.org/10.1002/asi.20564 db/journals/jasis/jasis58.html#JansenSBK07

Andy Edmonds Kirstie Hawkey Bernard J. Jansen Melanie Kellar Don Turnbull Editorial. 193-195 2007 6 J. Web Eng. 3 http://www.rintonpress.com/xjwe6/jwe-6-3/193-195.pdf db/journals/jwe/jwe6.html#EdmondsHJKT07

Bernard J. Jansen The comparative effectiveness of sponsored and nonsponsored links for Web e-commerce queries. 2007 1 ACM Trans. Web 1 https://doi.org/10.1145/1232722.1232725 db/journals/tweb/tweb1.html#Jansen07 3

Amanda Spink Bernard J. Jansen Commerce Related Web Search: Current Trends. 2007 ACIS https://aisel.aisnet.org/acis2007/48 conf/acis/2007 db/conf/acis/acis2007.html#SpinkJ07 Bernard J. Jansen Suresh K. Bhavnani Craig Murray Amanda Spink Dietmar Wolfram Web log analysis panel. 1-2 2007 ASIST https://doi.org/10.1002/meet.1450440124 conf/asist/2007 db/conf/asist/asist2007.html#JansenBMSW07 Ying Zhang Bernard J. Jansen An analysis of searchers' perceptions of sponsored and non-sponsored links using nested design. 1-9 2007 ASIST https://doi.org/10.1002/meet.1450440223 conf/asist/2007 db/conf/asist/asist2007.html#ZhangJ07 Bernard J. Jansen Mimi Zhang Ying Zhang The effect of brand awareness on the evaluation of search engine results. 2471-2476 2007 conf/chi/2007a CHI Extended Abstracts https://doi.org/10.1145/1240866.1241026 db/conf/chi/chi2007a.html#JansenZZ07 Bernard J. Jansen Amanda Spink Bhuva Narayan Query Modifications Patterns During Web Searching. 439-444 2007 conf/itng/2007 ITNG https://doi.org/10.1109/ITNG.2007.164 https://doi.ieeecomputersociety.org/10.1109/ITNG.2007.164 db/conf/itng/itng2007.html#JansenSN07 Bernard J. Jansen Investigating the relevance of sponsored results for web ecommerce queries. 857-858 2007 conf/sigir/2007 SIGIR https://doi.org/10.1145/1277741.1277944 db/conf/sigir/sigir2007.html#Jansen07 Bernard J. Jansen Brian Keith Smith Danielle L. Booth Viewing online searching within a learning paradigm. 859-860 2007 conf/sigir/2007 SIGIR https://doi.org/10.1145/1277741.1277945 db/conf/sigir/sigir2007.html#JansenSB07 Bernard J. Jansen Mimi Zhang Ying Zhang Brand awareness and the evaluation of search results. 1139-1140 2007 conf/www/2007 WWW https://doi.org/10.1145/1242572.1242734 db/conf/www/www2007.html#JansenZZ07 Bernard J. Jansen Danielle L. Booth Amanda Spink Determining the user intent of web search engine queries. 1149-1150 2007 conf/www/2007 WWW https://doi.org/10.1145/1242572.1242739 db/conf/www/www2007.html#JansenBS07 Bernard J. Jansen Brian Keith Smith Danielle L. Booth Understanding web search via a learning paradigm. 1207-1208 2007 conf/www/2007 WWW https://doi.org/10.1145/1242572.1242768 db/conf/www/www2007.html#JansenSB07

Bernard J. Jansen Using temporal patterns of interactions to design effective automated searching assistance. 72-74 2006 49 Commun. ACM 4 https://doi.org/10.1145/1121949.1121986 db/journals/cacm/cacm49.html#Jansen06

Bernard J. Jansen Paid Search. 88-90 2006 39 Computer 7 https://doi.org/10.1109/MC.2006.243 http://doi.ieeecomputersociety.org/10.1109/MC.2006.243 db/journals/computer/computer39.html#Jansen06

Amanda Spink Helen Partridge Bernard J. Jansen Sexual and pornographic Web searching: Trends analysis. 2006 11 First Monday 9 https://doi.org/10.5210/fm.v11i9.1391 db/journals/firstmonday/firstmonday11.html#SpinkPJ06

Amanda Spink Bernard J. Jansen Vinish Kathuria Sherry Koshman Overlap among major web search engines. 419-426 2006 16 Internet Res. 4 https://doi.org/10.1108/10662240610690034 db/journals/intr/intr16.html#SpinkJKK06

Bernard J. Jansen Amanda Spink How are we searching the World Wide Web? A comparison of nine search engine transaction logs. 248-263 2006 42 Inf. Process. Manag. 1 https://doi.org/10.1016/j.ipm.2004.10.007 https://www.wikidata.org/entity/Q61773374 db/journals/ipm/ipm42.html#JansenS06

Amanda Spink Minsoo Park Bernard J. Jansen Jan O. Pedersen 0001 Multitasking during Web search sessions. 264-275 2006 42 Inf. Process. Manag. 1 https://doi.org/10.1016/j.ipm.2004.10.004 db/journals/ipm/ipm42.html#SpinkPJP06

Bernard J. Jansen Soumen Chakrabarti, Mining the Web: Discovering Knowledge from Hypertext Data, 2002, Morgan-Kaufmann Publishers, 352 pp., ISBN: 1-55860-754-4. 317-318 2006 42 Inf. Process. Manag. 1 https://doi.org/10.1016/j.ipm.2005.06.002 db/journals/ipm/ipm42.html#Jansen06

Bernard J. Jansen Paulo R. Molina The effectiveness of Web search engines for retrieving relevant ecommerce links. 1075-1098 2006 42 Inf. Process. Manag. 4 https://doi.org/10.1016/j.ipm.2005.09.003 db/journals/ipm/ipm42.html#JansenM06

Amanda Spink Bernard J. Jansen Chris Blakely Sherry Koshman A study of results overlap and uniqueness among major Web search engines. 1379-1391 2006 42 Inf. Process. Manag. 5 https://doi.org/10.1016/j.ipm.2005.11.001 db/journals/ipm/ipm42.html#SpinkJBK06

Bernard J. Jansen Karen E. Fisher, Sanda Erdelez, Lynn (E.F.) McKechnie, Theories of Information Science Behavior, ASIST Monograph Series, Information Today. 1392-1395 2006 42 Inf. Process. Manag. 5 https://doi.org/10.1016/j.ipm.2006.01.002 db/journals/ipm/ipm42.html#Jansen06a

Bernard J. Jansen Book review. 1399-1401 2006 42 Inf. Process. Manag. 5 https://doi.org/10.1016/j.ipm.2006.01.004 db/journals/ipm/ipm42.html#Jansen06b

Sherry Koshman Amanda Spink Bernard J. Jansen Web searching on the Vivisimo search engine. 1875-1887 2006 57 J. Assoc. Inf. Sci. Technol. 14 https://doi.org/10.1002/asi.20408 db/journals/jasis/jasis57.html#KoshmanSJ06

Bernard J. Jansen Marc Resnick An examination of searcher's perceptions of nonsponsored and sponsored links during ecommerce Web searching. 1949-1961 2006 57 J. Assoc. Inf. Sci. Technol. 14 https://doi.org/10.1002/asi.20425 db/journals/jasis/jasis57.html#JansenR06

Amanda Spink Bernard J. Jansen Searching multimedia federated content web collections. 485-495 2006 30 Online Inf. Rev. 5 https://doi.org/10.1108/14684520610706389 db/journals/oir/oir30.html#SpinkJ06

Bernard J. Jansen Tracy Mullen Amanda Spink Jan O. Pedersen 0001 Automated gathering of Web information: An in-depth examination of agents interacting with search engines. 442-464 2006 6 ACM Trans. Internet Techn. 4 https://doi.org/10.1145/1183463.1183468 db/journals/toit/toit6.html#JansenMSP06

Bernard J. Jansen Adversarial Information Retrieval Aspects of Sponsored Search. 33-36 2006 conf/airweb/2006 AIRWeb http://airweb.cse.lehigh.edu/2006/jansen.pdf db/conf/airweb/airweb2006.html#Jansen06 Su Yan 0001 C. Lee Giles Bernard J. Jansen Formal definitions of web information search. 1 2006 ASIST https://doi.org/10.1002/meet.1450430152 conf/asist/2006 db/conf/asist/asist2006.html#0001GJ06 Mimi Zhang Bernard J. Jansen Amanda Spink Information Searching Tactics of Web Searchers. 1-14 2006 ASIST https://doi.org/10.1002/meet.14504301105 conf/asist/2006 db/conf/asist/asist2006.html#ZhangJS06 Amanda Spink Bernard J. Jansen Chris Blakely Sherry Koshman Overlap Among Major Web Search Engines. 370-374 2006 conf/itng/2006 ITNG https://doi.org/10.1109/ITNG.2006.105 https://doi.ieeecomputersociety.org/10.1109/ITNG.2006.105 db/conf/itng/itng2006.html#SpinkJBK06 Bernard J. Jansen Amanda Spink Vinish Kathuria How to Define Searching Sessions on Web Search Engines. 92-109 2006 conf/kdd/2006web WebKDD https://doi.org/10.1007/978-3-540-77485-3_6 db/conf/kdd/webkdd2006.html#JansenSK06

Bernard J. Jansen Karen J. Jansen Amanda Spink Using the web to look for work: Implications for online job seeking and recruiting. 49-66 2005 15 Internet Res. 1 https://doi.org/10.1108/10662240510577068 db/journals/intr/intr15.html#JansenJS05

Bernard J. Jansen Amanda Spink An analysis of Web searching by European AlltheWeb.com users. 361-381 2005 41 Inf. Process. Manag. 2 https://doi.org/10.1016/S0306-4573(03)00067-0 db/journals/ipm/ipm41.html#JansenS05

Bernard J. Jansen Seeking and implementing automated assistance during the search process. 909-928 2005 41 Inf. Process. Manag. 4 https://doi.org/10.1016/j.ipm.2004.04.017 db/journals/ipm/ipm41.html#Jansen05

Bernard J. Jansen Amanda Spink Jan O. Pedersen 0001 A temporal comparison of AltaVista Web searching. 559-570 2005 56 J. Assoc. Inf. Sci. Technol. 6 https://doi.org/10.1002/asi.20145 db/journals/jasis/jasis56.html#JansenSP05

Bernard J. Jansen Michael D. McNeese Evaluating the effectiveness of and patterns of interactions with automated searching assistance. 1480-1503 2005 56 J. Assoc. Inf. Sci. Technol. 14 https://doi.org/10.1002/asi.20242 db/journals/jasis/jasis56.html#JansenM05

Allison J. Morgan Bernard J. Jansen Eileen M. Trauth Exploring Individual User Attitudes Towards Performance with Web Search Engines: An Extension Study. 231 2005 AMCIS http://aisel.aisnet.org/amcis2005/231 conf/amcis/2005 db/conf/amcis/amcis2005.html#MorganJT05 Susan G. Doran Samuel de Ycaza Caroline M. Eastman Bernard J. Jansen Finding nutrition information on the Web: Coverage vs. authority. 2005 ASIST https://doi.org/10.1002/meet.14504201171 conf/asist/2005 db/conf/asist/asist2005.html#DoranYEJ05 Bernard J. Jansen Sherry Koshman Amanda Spink Repeat visits to Vivisimo.com: Implications for successive Web searching. 2005 ASIST https://doi.org/10.1002/meet.1450420149 conf/asist/2005 db/conf/asist/asist2005.html#JansenKS05 Edie Rasmussen Elaine G. Toms Bernard J. Jansen Gheorghe Muresan Evaluating success in search systems. 2005 ASIST https://doi.org/10.1002/meet.14504201189 conf/asist/2005 db/conf/asist/asist2005.html#RasmussenTJM05 Dietmar Wolfram Bernard Jim Jansen Soo Young Rieh Amanda Spink Peiling Wang Internet usage transaction log studies: The next generation. 2005 ASIST https://doi.org/10.1002/meet.1450420146 conf/asist/2005 db/conf/asist/asist2005.html#WolframJRSW05 Amanda Spink Sherry Koshman Minsoo Park Chris Field Bernard J. Jansen Multitasking Web Search on Vivisimo.com. 486-490 2005 conf/itcc/2005-2 ITCC (2) https://doi.org/10.1109/ITCC.2005.207 https://doi.ieeecomputersociety.org/10.1109/ITCC.2005.207 db/conf/itcc/itcc2005-2.html#SpinkKPFJ05 Sourav Sengupta 0002 Bernard J. Jansen Designing a Value Based Niche Search Engine Using Evolutionary Strategies. 800-805 2005 conf/itcc/2005-1 ITCC (1) https://doi.org/10.1109/ITCC.2005.125 https://doi.ieeecomputersociety.org/10.1109/ITCC.2005.125 db/conf/itcc/itcc2005-1.html#SenguptaJ05 Himanshu Sharma Bernard J. Jansen Automated evaluation of search engine performance via implicit user feedback. 649-650 2005 conf/sigir/2005 SIGIR https://doi.org/10.1145/1076034.1076172 db/conf/sigir/sigir2005.html#SharmaJ05

Amanda Spink Andrew Koricich Bernard J. Jansen Charles Cole 0001 Sexual Information Seeking on Web Search Engines. 65-72 2004 7 Cyberpsychology Behav. Soc. Netw. 1 https://doi.org/10.1089/109493104322820138 https://www.wikidata.org/entity/Q48556103 db/journals/cbsn/cbsn7.html#SpinkKJC04

Bernard J. Jansen Udo W. Pooch Assisting the searcher: utilizing software agents for Web search systems. 19-33 2004 14 Internet Res. 1 https://doi.org/10.1108/10662240410516291 db/journals/intr/intr14.html#JansenP04

Amanda Spink Bernard J. Jansen Jan O. Pedersen 0001 Searching for people on Web search engines. 266-278 2004 60 J. Documentation 3 https://doi.org/10.1108/00220410410534176 https://www.wikidata.org/entity/Q58628773 db/journals/jd/jd60.html#SpinkJP04

Bernard J. Jansen Amanda Spink Jan O. Pedersen 0001 The Effect of Specialized Multimedia Collections on Web Searching. 182-199 2004 3 J. Web Eng. 3-4 db/journals/jwe/jwe3.html#JansenSP04 http://www.rintonpress.com/xjwe3/jwe-3-34/182-199.pdf

Amanda Spink Bernard J. Jansen A Study of Web Search Trends. 2004 1 Webology 2 http://www.webology.org/2004/v1n2/a4.html db/journals/webology/webology1.html#SpinkJ04

Amanda Spink Minsoo Park Bernard J. Jansen Information task switching and multitasking web search. 213-217 2004 ASIST https://doi.org/10.1002/meet.1450410125 conf/asist/2004 db/conf/asist/asist2004.html#SpinkPJ04 Caroline M. Eastman Bernard J. Jansen The appropriate (and inappropriate) use of query operators and their effect on web search results. 274-279 2004 ASIST https://doi.org/10.1002/meet.1450410132 conf/asist/2004 db/conf/asist/asist2004.html#EastmanJ04 Bernard J. Jansen Michael D. McNeese Investigating automated assistance and implicit feedback for searching systems. 280-286 2004 ASIST https://doi.org/10.1002/meet.1450410133 conf/asist/2004 db/conf/asist/asist2004.html#JansenM04 Amanda Spink Minsoo Park Bernard J. Jansen Jan O. Pedersen 0001 Multitasking Web Search on Alta Vista. 309-313 2004 conf/itcc/2004-1 ITCC (1) https://doi.org/10.1109/ITCC.2004.1286471 https://doi.ieeecomputersociety.org/10.1109/ITCC.2004.1286471 db/conf/itcc/itcc2004-1.html#SpinkPJP04

Caroline M. Eastman Bernard J. Jansen Coverage, relevance, and ranking: The impact of query operators on Web search engine results. 383-411 2003 21 ACM Trans. Inf. Syst. 4 https://doi.org/10.1145/944012.944015 db/journals/tois/tois21.html#EastmanJ03

Bernard J. Jansen George K. Kroner The impact of automated assistance on the information retrieval process. 1004-1005 2003 conf/chi/2003a CHI Extended Abstracts https://doi.org/10.1145/765891.766118 db/conf/chi/chi2003a.html#JansenK03 Bernard J. Jansen Amanda Spink An Analysis of Web Documents Retrieved and Viewed. 65-69 2003 conf/ic/2003-1 International Conference on Internet Computing db/conf/ic/ic2003-1.html#JansenS03 Bernard J. Jansen Amanda Spink Jan O. Pedersen 0001 Monsters at the Gate: When Softbots Visit Web Search Engine. 620-626 2003 conf/ic/2003-2 International Conference on Internet Computing db/conf/ic/ic2003-2.html#JansenSP03 Bernard J. Jansen Caroline M. Eastman The Effects of Search Engines and Query Operators on Top Ranked Results. 135-139 2003 conf/itcc/2003 ITCC https://doi.org/10.1109/ITCC.2003.1197514 https://doi.ieeecomputersociety.org/10.1109/ITCC.2003.1197514 db/conf/itcc/itcc2003.html#JansenE03 Bernard J. Jansen Amanda Spink Jan O. Pedersen 0001 An analysis of multimedia searching on AltaVista. 186-192 2003 conf/mir/2003 Multimedia Information Retrieval https://doi.org/10.1145/973264.973294 db/conf/mir/mir2003.html#JansenSP03 Bernard J. Jansen Designing automated help using searcher system dialogues. 744-749 2003 SMC https://doi.org/10.1109/ICSMC.2003.1243903 conf/smc/2003 db/conf/smc/smc2003.html#Jansen03 Bernard J. Jansen Amanda Spink Jan O. Pedersen 0001 Web searching agents, what are they doing out there? 1410-1416 2003 SMC https://doi.org/10.1109/ICSMC.2003.1244610 conf/smc/2003 db/conf/smc/smc2003.html#JansenSP03

Amanda Spink Bernard J. Jansen Dietmar Wolfram Tefko Saracevic From E-Sex to E-Commerce: Web Search Changes. 107-109 2002 35 Computer 3 https://doi.org/10.1109/2.989940 http://doi.ieeecomputersociety.org/10.1109/2.989940 db/journals/computer/computer35.html#SpinkJWS02

Amanda Spink Seda Özmutlu Huseyin Cenk Özmutlu Bernard J. Jansen U.S. versus European web searching trends. 32-38 2002 36 SIGIR Forum 2 https://doi.org/10.1145/792550.792555 db/journals/sigir/sigir36.html#SpinkOOJ02

Bernard J. Jansen Udo W. Pooch A review of Web searching studies and a framework for future research. 235-246 2001 52 J. Assoc. Inf. Sci. Technol. 3 db/journals/jasis/jasis52.html#JansenP01 https://doi.org/10.1002/1097-4571(2000)9999:9999<::AID-ASI1607>3.0.CO;2-F

Dietmar Wolfram Amanda Spink Bernard J. Jansen Tefko Saracevic Vox populi: The public searching of the web. 1073-1074 2001 52 J. Assoc. Inf. Sci. Technol. 12 db/journals/jasis/jasis52.html#WolframSJS01 https://doi.org/10.1002/asi.1157 https://www.wikidata.org/entity/Q113445821

Garland Brown Marshall L. Fisher Ned Stoll Dave Beeksma Mark Black Ron Taylor Choe Seok Yon Aaron J. Williams William Bryant Bernard J. Jansen Using the lessons of Y2K to improve information systems architecture. 90-97 2000 43 Commun. ACM 10 https://doi.org/10.1145/352183.352210 db/journals/cacm/cacm43.html#BrownFSBBTYWBJ00

Amanda Spink Bernard J. Jansen H. Cenk Ozmultu Use of query reformulation and relevance feedback by Excite users. 317-328 2000 10 Internet Res. 4 https://doi.org/10.1108/10662240010342621 db/journals/intr/intr10.html#SpinkJO00

Bernard J. Jansen Amanda Spink Tefko Saracevic Real life, real users, and real needs: a study and analysis of user queries on the web. 207-227 2000 36 Inf. Process. Manag. 2 db/journals/ipm/ipm36.html#JansenSS00 https://doi.org/10.1016/S0306-4573(99)00056-4 https://www.wikidata.org/entity/Q61773371

Bernard J. Jansen The effect of query complexity on Web searching results. 2000 6 Inf. Res. 1 http://www.informationr.net/ir/6-1/paper87.html db/journals/ires/ires6.html#Jansen00

Bernard J. Jansen Abby Goodrum Amanda Spink Searching for multimedia: analysis of audio, video and image Web queries. 249-254 2000 3 World Wide Web 4 db/journals/www/www3.html#JansenGS00 https://doi.org/10.1023/A:1018743024123

Amanda Spink Judy Bateman Bernard J. Jansen Searching the Web: a survey of EXCITE users. 117-128 1999 9 Internet Res. 2 https://doi.org/10.1108/10662249910264882 db/journals/intr/intr9.html#SpinkBJ99

William J. Adams Bernard J. Jansen Todd Smith Planning, Building, and Using a Distributed Digital Library. 1999 conf/colis/1999 CoLIS db/conf/colis/colis1999.html#AdamsJS99 Bernard J. Jansen A Software Agent for Performance Improvement of Existing Information Retrieval Systems. 192 1999 conf/iui/1999 IUI https://doi.org/10.1145/291080.291117 db/conf/iui/iui1999.html#Jansen99 Todd Smith Anthony Ruocco Bernard J. Jansen Digital video in education. 122-126 1999 conf/sigcse/1999 SIGCSE https://doi.org/10.1145/299649.299715 https://doi.org/10.1145/384266.299715 db/conf/sigcse/sigcse1999.html#SmithRJ99 Bernard J. Jansen Amanda Spink Tefko Saracevic The Use of Relevance Feedback on the Web: Implications for Web IR System Design. 550-555 1999 conf/webnet/1999 WebNet db/conf/webnet/webnet1999-1.html#JansenSS99

Amanda Spink Judy Bateman Bernard J. Jansen Searching heterogeneous collections on the Web: behaviour of Excite users. 1998 4 Inf. Res. 2 http://www.informationr.net/ir/4-2/paper53.html db/journals/ires/ires4.html#SpinkBJ98

Bernard J. Jansen The graphical user interface. 22-26 1998 30 ACM SIGCHI Bull. 2 https://doi.org/10.1145/279044.279051 db/journals/sigchi/sigchi30.html#Jansen98

David Crow Jim Jansen Erika Orrick Recommended readings. 23-25 1998 30 ACM SIGCHI Bull. 3 https://doi.org/10.1145/565711.565726 db/journals/sigchi/sigchi30.html#CrowJO98

https://doi.org/10.1145/281250.281253 Bernard J. Jansen Amanda Spink Judy Bateman Tefko Saracevic Real Life Information Retrieval: A Study of User Queries on the Web. 5-17 1998 32 SIGIR Forum 1 db/journals/sigir/sigir32.html#JansenSBS98 forum/32-1/P005.pdf

Bernard J. Jansen Amanda Spink Tefko Saracevic Failure Analysis in Query Construction: Data and Analysis from a Large Sample of Web Queries. 289-290 DL1998/P289.pdf 1998 conf/dl/98 ACM DL db/conf/dl/dl98.html#JansenSS98 https://doi.org/10.1145/276675.276735 Richard Howard Bernard J. Jansen A Proxy Server Experiment : an Indication of the Changing Nature of the Web. 646-653 1998 conf/icccn/1998 ICCCN db/conf/icccn/icccn1998.html#HowardJ98 https://doi.org/10.1109/ICCCN.1998.998824 https://doi.ieeecomputersociety.org/10.1109/ICCCN.1998.998824 William J. Adams Bernard J. Jansen Richard Howard Distributed Digital Library Architecture: The Key to Success for Distance Learning. 2-8 1998 conf/ride/98 RIDE db/conf/ride/ride98.html#AdamsJ98 https://doi.org/10.1109/RIDE.1998.658272 https://doi.ieeecomputersociety.org/10.1109/RIDE.1998.658272 Bernard J. Jansen Amanda Spink Judy Bateman Tefko Saracevic Searchers, The Subjects They Search, And Sufficiency: A Study Of A Large Sample Of Excite Searches. 1998 conf/webnet/1998 WebNet db/conf/webnet/webnet1998.html#JansenSBS98 Amanda Spink Judy Bateman Bernard J. Jansen Users' Searching Behavior On The Excite Web Search Engine. 1998 conf/webnet/1998 WebNet db/conf/webnet/webnet1998.html#SpinkBJ98 https://doi.org/10.1145/263690.264339 Bernard J. Jansen An Information Retrieval Application for Simulated Annealing (Poster). 259-260 DL1997/P256.pdf 1997 conf/dl/97 ACM DL db/conf/dl/dl97.html#Jansen97 Ahmed Abdelali José L. Abdelnour-Nocera William J. Adams Huma Bano Adeel M. Admad Moeed Ahmad Farhan Ahmed Nema Ahmed Waleed Akhtar Mahmoud Al-Ayyoub Hind A. Al-Merekhi Haya Al-Thani Amani Alabed Kholoud Khalil Aldous Mohammed Amara Danial Amin 0001 Safa R. Amin Jisun An Laura Anderson Jinan Y. Azem Seo Yeon Baek Ricardo Baeza-Yates Malik Bahloul Kartikeya Bajpai Judy Bateman Dave Beeksma Jamshid Beheshti Carlo Berlingeri Suresh K. Bhavnani Francesco Biondani Mark Black Chris Blakely Pat Bonner Danielle L. Booth Alex Brown Anna Brown Garland Brown Allison J. Morgan BryantAllison J. Morgan William Bryant Erik Cambria Gerry Campbell Mark C. Campbell Cole Camplese Cornelia Caragea Stephen Carman Meeyoung Cha Youmen Chaaban Anca Chandra Bin Cheng Kamal Chhirang Jianxing Chi Hoyoun Cho Abdur ChowdhuryAbdur Chowdury Shammur Absar ChowdhuryShammur A. Chowdhury Samuel K. Chu Rumi Chunara Christopher C. Ciamacca Charles Cole 0001 Geoff Cook Juan Corporan Daniel M. Coughlin Andrew Cox 0001Andrew M. Cox 0001 David CrandallDavid J. Crandall David Crow Kareem Darwish Brian Detlor Partha Dey Andrew Dillon Anna Divinsky Susan G. Doran Caroline M. Eastman Andy Edmonds Efthimis N. Efthimiadis Wafa Elhag Tamer Elsayed Noora Al Emadi Sara Marie Ertner Milena Esherick Motahhare Eslami Angelica Fabillar Ali Farooq 0001 Ali Farooq 0005 Habiba Farzand Baozhu Feng Chris Field Caroline A. Figueroa Marshall L. Fisher Theresa Flaherty Sundar W. Fleming Darian Frajberg Paul Francis Lynne M. Fraser Megan French Willemien Froneman Franco Fummi Wei Gao 0001 Yanjun Gao C. Lee Giles Filip Ginter Sarthak Giri João Fernando Ferreira Gonçalves Abby Goodrum Matthew Gregg Kathleen W. GuanKathleen Wenyun Guan Fatou Gueye Xunhua Guo Soon Gyo-Jung Allan Gyorke Carolyn T. HafernikCarolyn Theresa Hafernik D. Fox Harrell Mohammed Ziyaad Hassen Manoj Hastak Kirstie Hawkey Essi Häyhänen Maximilian Hopf Richard Howard Jeff Huang 0002 Lee Hunter Seunghyun Hwang Fidelia Ibekwe-Sanjuan Easha Jadnanansing Anuj R. Jaiswal Karen J. Jansen Yaser Jararweh Jeff Johnson Rasmus Grønlund Jørgensen Song-Gyo Jung Soon-Gyo Jung Ilkka Kaate Ahmed Mohamed Sayed Kamel Ashish Kathuria Vinish Kathuria Melanie Kellar Salar M. Khan Julia Khanova Daehyun Kim 0005Dae Hyun Kim 0005 Hyunwoo KimHyun-Woo Kim Jang-Hyun Kim 0001Jang Hyun Kim 0001 Brendan Kitts Ahmet Baki KocaballiA. Baki Kocaballi Aki Koponen Andrew Koricich Sherry Koshman Brad Kozlek Rashmi Krishnappa George K. Kroner Juhi Kulshrestha Haewoon Kwak Sejeong Kwon Mounia Lalmas-RoellekeMounia Lalmas Eungu Lee Wonbyung Lee Dirk Lewandowski Xin Li 0004 Maria Jose Linarez Enrico Liscio Chang Liu 0007 Ying-Hsang Liu Zhe Liu 0002 Juhani Luotolahti Binky Lush Jing Ma 0004 Wolfgang Maass 0002 Raghvendra Mall Rui Mao 0010 Justin D. Martin Roope Marttila Omar Marzouk Dmitry Maslennikov Anna S. Mattila Peter A. MawhorterPeter Mawhorter Marilyn McClelland Michael D. McNeese Nathan J. McNeese Johanne Medina Yelena Mejova Milica Milenkovic Prasenjit Mitra 0001 Paulo R. Molina Kathleen A. Moore Javad Mostafa Javed Mostafa Hamdy Mubarak Partha Mukherjee Tracy Mullen Azma Mulundika Gheorghe Muresan Jamie Murphy Craig Murray Mekhail Mustak Mridul Nagpal Dongyan Nan Bhuva Narayan Lene Nielsen Sechan Oh Rami Olkkonen Alah Omar Erika Orrick Adan Ortiz-Cordova Victoria-Sophie Osburg Mohammed Al Owayyed H. Cenk Ozmultu Huseyin Cenk Özmutlu Seda Özmutlu Daehee Park Minsoo Park Helen Partridge Jan O. Pedersen 0001 Wenjing Pian Tommi Pirilä Udo W. Pooch Mirjana Prpa Sandeep Purao Bart Pursel Leen F. Al Qadi Rui Qin 0002 Abdullateef Rabab'ah Huda Rafiq Anette Rantanen Rohan Gurunandan Rao Edie M. RasmussenEdie Rasmussen Ausrine Ratkute Devesh Raval Madhu C. Reddy Marc Resnick Mark de Reuver Aleksandra Revina Kirmina Rezk Soo Young Rieh Nina Rizun Dianne Ramirez Robillos Daniel M. Romero Mark A. Rosso Anthony Ruocco Dan Russell Tommi Salenius Joni SalminenJoni O. Salminen João M. Santos 0001 Tefko Saracevic André Schmid Carsten D. Schultz Michael Seadle Gayane Sedrakyan Sercan Sengün Sourav Sengupta 0002 Sankalp Sethi Amit Sharma 0007 Himanshu Sharma Esra'a Sharqawi Mohammed A. Shehab Amit P. Sheth Joon Gi ShinJoongi Shin Zach Simon Brian Keith Smith Todd Smith Kate Sobel Lauren Solomon W. Scott Spangler Amanda Spink Ned Stoll Veda C. Storey Ray Strong Seungjong Sun Reham Al Tamime Chenhao Tan Andrea H. Tapia Ron Taylor Samuel Hardman Taylor Sonja M. H. Tervola Saravanan Thirumuruganathan Dian Tjondronegoro Elaine TomsElaine G. Toms Eileen M. Trauth Greg Traylor Xinyi Tu 0001 Don Turnbull Jukka Vahlo Fabio Veronesi Sarah Vieweg Risqo Wahid Peiling Wang Courtney Weaver Allie Whitman Sanjaya Wijeratne Aaron J. Williams Tom Wilson 0004 Dietmar Wolfram Jian-Syuan Wong Kam-Fai Wong Dinghao Wu Trang Xuan Trang Thi Thu Xuan Su Yan 0001 Yanwu Yang Yinghui Yang 0001Yinghui (Catherine) Yang Samuel de Ycaza John Yen Vignesh Yoganathan Choe Seok Yon Daniel Dajun ZengDaniel Zeng 0001 Jie Zhang 0116 Lu Zhang Mimi Zhang Pengyi Zhang Ying Zhang Kang Zhao 0001 Xiangying Zhao Luyao Zhu