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iiWAS 2024: Bratislava, Slovak Republic - Part I

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Pari Delir Haghighi, Michal Gregus, Gabriele Kotsis, Ismail Khalil:
Information Integration and Web Intelligence - 26th International Conference, iiWAS 2024, Bratislava, Slovak Republic, December 2-4, 2024, Proceedings, Part I. Lecture Notes in Computer Science 15342, Springer 2025, ISBN 978-3-031-78089-9

Web Intelligence, Language Models, and AI-Based Question Answering

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  - conf/iiwas/Winiwarter24
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Werner Winiwarter:
RUVA - A Radical Universal Visual Annotation for Web-Based Language Learning. 3-18
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  - conf/iiwas/KhetarpaulPSSS24
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Sonia Khetarpaul, Vedanta Vivek Patil, Mitra Abhi Sura, Shrey Sharma, Pooja Singh:
CLOR-QA: Cross-Lingual Open-Retrieval Question Answering Model with Dynamic Database Integration. 19-31
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  - conf/iiwas/BeckhauserF24
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William Jones Beckhauser, Renato Fileto:
Financial News Classification Using Language Learning Models and Reinforcement Learning. 32-37
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  - conf/iiwas/BrinkmannSB24
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Alexander Brinkmann, Roee Shraga, Christian Bizer:
ExtractGPT: Exploring the Potential of Large Language Models for Product Attribute Value Extraction. 38-52
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  - conf/iiwas/TeramotoKMH24
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Yuka Teramoto, Takahiro Komamizu, Mitsunori Matsushita, Kenji Hatano:
Feature Extraction for Claim Check-Worthiness Prediction Tasks Using LLM. 53-58
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  - conf/iiwas/SueyoshiKN24
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Masaya Sueyoshi, Tetsuya Kitahata, Akiyo Nadamoto:
Training Data for Dialogue Generation Considering Philosophies. 59-66
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Takuto Kitamura, Yu Suzuki:
Finding Adequate Additional Layer of Auxiliary Task in BERT-Based Multi-task Learning. 67-83

Blockchain, Peer Reviews, and Digital Transparency

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  - conf/iiwas/SevericheOJ24
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Karen Esther Castro Severiche, Agnes Wahlqvist Odenman, Amin Jalali:
Ponzi Scheme Detection and Prevention in Blockchain Platforms Using Machine Learning: A Systematic Literature Review. 87-102
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  - conf/iiwas/TrietBVNNNKN24
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M. N. Triet, Le K. Bang, Hong Khanh Vo, The Anh Nguyen, T. L. Nhi, P. T. Nghiem, H. G. Khiem, T. B. Nam:
Cross-Chain Personal Data Exchange on EVM Platforms: Enhancing Transparency, and Equity. 103-109
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Chiaki Miura, Kensuke Ito:
Incentivize Peer Review Without Rewarding: Using OSS-Like Citation Pull Request. 110-124
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  - conf/iiwas/GerberKSW24
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Jonathan Gerber, Bruno B. Kreiner, Jasmin S. Saxer, Andreas Weiler:
Towards Website X-Ray for Europe's Municipalities: Unveiling Digital Transformation with Multimodal Embeddings. 125-139

Machine Learning in Healthcare, Climate Change, and Human Behavior

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Vincenza Carchiolo, Michele Malgeri:
Evolving Applications of Conversational Agents in Healthcare: A Literature Review. 143-149
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Amirhossein Douzandeh Zenoozi, Babak Majidi, Lucia Cavallaro, Antonio Liotta:
Hybrid Edge-Cloud Federated Learning: The Case of Lightweight Smoking Detection. 150-159
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  - conf/iiwas/IlarriTM24
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Sergio Ilarri, Carlos Tellería, Marta Morales:
Anonymization of Unstructured Health Data in Spanish. 160-175
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Nicolas Tirel, Sergio Ilarri, Philippe Roose, Adel Noureddine, Olivier Le Goaër:
When Good Enough is the Best Option: Use of Digital Sufficiency to Fight Climate Change. 176-181
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Danmeng Cai, Kei Wakabayashi, Shaoyu Ye:
Multi-target Feature Selection Method for Predicting User-Level Psychological Status from Text. 182-197
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  - conf/iiwas/Dorleon24
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Ginel Dorleon:
FIEAP: A Machine Learning Approach for Fair and Interpretable Employee Attrition Prediction. 198-211
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  - conf/iiwas/KellerADVQHMKF24
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Max-Emanuel Keller, Maximilian Auch, Alexander Döschl, Fabian Vlk, Julian Quernheim, Mike Hartmann, Peter Mandl, Alexander Kaul, Markus Franz:
HOCON34k: A Corpus of Hate Speech in Online Comments from German Newspapers. 212-226

Sequence and Similarity Search Techniques

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Sara Jarrad, Hubert Naacke, Stéphane Gançarski:
SISIS : Sequence Indexing for SImilarity Search. 229-235
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Sara Jarrad, Hubert Naacke, Stéphane Gançarski:
Top-k on Sequences: A New Approach to Enhanced Similarity Search. 236-251
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  - conf/iiwas/JainHRWF24
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Vineeta Jain, Zihao Huang, Anna Richter, Ulf Wetzker, Andreas Frotzscher:
Exploratory Data Analysis of Time Series Using Pre-segmented Clustering. 252-258
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Sebastian Eigenrauch, Jonas Bischofberger, Arnold Baca, Erich Schikuta:
A Data Science Approach for Predicting Soccer Passes Using Positional Data. 259-274

Knowledge Graphs, Databases, and Ontologies

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Christoph Göpfert, Sheeba Samuel, Martin Gaedke:
A Method for Integrating Heterogeneous Data into a Knowledge Graph. 277-282
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Maiki Okura, Toshiyuki Amagasa:
Predicting Knowledge Graph Updates from Edit Histories. 283-297
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  - conf/iiwas/ArenasGuerreroE24
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Julián Arenas-Guerrero, Paola Espinoza-Arias:
Automatic Extraction of RML-star Mappings from Property Graphs. 298-303
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  - conf/iiwas/MaichaP24
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Mohammed el Habib Maicha, Jaroslav Pokorný:
Exploring the Role of UML in Data Modelling for NoSQL Databases: Position Paper. 304-310
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  - conf/iiwas/CamarazoRL24
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David Camarazo, Ana Roxin, Mohammed Lalou:
Railway Systems' Ontologies: A Literature Review and an Alignment Proposal. 311-319
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  - conf/iiwas/SharmaKVJ24
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Dolly Sharma, Sonia Khetarpaul, Chinmayi Verma, Prateek Jain:
Combining GraphSAGE and Label Propagation for Node Classification in Graphs. 320-326

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