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SIMBig 2016: Cusco, Peru
- Juan Antonio Lossio-Ventura, Hugo Alatrista-Salas:
Proceedings of the 3rd Annual International Symposium on Information Management and Big Data - SIMBig 2016, Cusco, Peru, September 1-3, 2016. CEUR Workshop Proceedings 1743, CEUR-WS.org 2016
Keynote Speaker Presentations
- Albert Bifet:
Mining Internet of Things (IoT) Big Data Streams. 15-16 - Maguelonne Teisseire:
Spatio-Temporal Data Mining: From Big Data to Patterns. 17-18 - Fabio Crestani:
Personalised Recommendations for Context Aware Suggestions. 19-21
Session 1: Text Mining
- Riza Batista-Navarro, Chrysoula Zerva, Sophia Ananiadou:
Construction of a Biodiversity Knowledge Repository using a Text Mining-based Framework. 22-25 - Selvas Mwanza, Hussein Suleman:
Measuring Citizen Participation in South African Public Debates using Twitter: An Exploratory Study. 26-34 - Gilberto Nunes, Denivaldo Lopes, Zair Abdelouahab:
Opinion Analysis Applied to Politics: A Case Study based on Twitter. 35-42 - Rel Guzman Apaza, José Eduardo Ochoa Luna, Laura Vanessa Cruz Quispe, Elizabeth Vera Cervantes:
Predicting Reactions to Blog Headlines. 43-47
Session 2: Special Track - Social Network and Media Analysis and Mining (SNMAM)
- Roxana Lisette Quintanilla Portugal, Hugo Roque, Julio César Sampaio do Prado Leite:
A Corpus Builder: Retrieving Raw Data from GitHub for Knowledge Reuse In Requirements Elicitation. 48-54 - Jean Pierre Guy Gashami, Christian Fernando Libaque Saenz, Myeong-Cheol Park, Jae Jeung Rho:
Cloud Risk Communication on Social Media: The Case of Premera Blue Cross. 55-61 - Lilian Berton, Didier Augusto Vega-Oliveros, Jorge Carlos Valverde-Rebaza, André Tavares da Silva, Alneu de Andrade Lopes:
The Impact of Network Sampling on Relational Classification. 62-72 - John Harvey:
Measuring more than just Exchange: Are Multiplex Networks the Key to Understanding Informal Economic Relationships? 73-79
Session 3: Natural Language Processing
- Laura Cruz Quispe, José Eduardo Ochoa Luna, Mathieu Roche, Pascal Poncelet:
Dictionary-based Sentiment Analysis Applied to Specific Domain using a Web Mining Approach. 80-88 - Seifeddine Mechti, Maher Jaoua, Rim Faiz, Lamia Hadrich Belguith:
An Empirical Method Exploring a Large Set of Features for Authorship Identification. 89-95 - Jing Peng, Anna Feldman:
In God We Trust. All Others Must Bring Data. - W. Edwards Deming. Using Word Embeddings to Recognize Idioms. 96-102 - Leandro Mendoza, Alicia Díaz:
Evaluating Class Assignment Semantic Redundancy on Linked Datasets. 103-109
Session 4: Network and Clustering
- Miguel Núñez-del-Prado, Edgardo Bravo, Miguel Sierra, Isaias Hoyos, Miguel Canchay:
Knowledge Tier Platform for Graph Mining in (Smart) Cities. 110-113 - Harley Vera Olivera, José Luis Soncco-Álvarez, Lauro Enciso-Rodas:
Social Spider Algorithm Approach for Clustering. 114-121 - Jorge Vargas Florez, Rosario Medina Rodríguez, Rafael Alva-Cabrera:
A Clustering Optimization Approach for Disaster Relief Delivery: A Case Study in Lima-Peru. 122-129 - Miguel Núñez-del-Prado, Ana Luna, Romain Gauthier:
DAZIO: Detecting Activity Zones based on Input/Output Call and SMS Activity. 130-139
Session 5: Machine Learning and Big data Applications
- Ali Javed, Byung Suk Lee:
Sense-Level Semantic Clustering of Hashtags in Social Media. 140-149 - Roman Ivanitskiy, Alexander Shipilo, Liubov Kovriguina:
Russian Named Entities Recognition and Classification Using Distributed Word and Phrase Representations. 150-156 - Zeineb Dhouioui, Hanen Bouali, Jalel Akaichi:
Big Data Analytics for Opinion Mining and Patterns Detection of the Tunisian Election. 157-164 - Carlos Vílchez Román, Joel Alhuay-Quispe:
Use of Text Mining for Understanding Peruvian Students and Faculties' Perceptions on Bibliometrics Training. 165-169
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