From May 27 to 30, 2025, at the 39th Annual JSAI Conference (JSAI2025) in Osaka, M2 students Ke Yu, Jun Sashihara, Yuka Haruki, and Kenta Yamamoto, together with M1 student Mahiro Tajima, delivered the following research presentations:

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Title: Agent-Based Simulation of Data Marketplaces Considering Resale and Trust Relationship

Authors: Jun Sashihara, Teruaki Hayashi

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Title: Similarity Extraction in Time-series Data Using Natural Language Transformation

Authors: Mahiro Tajima, Teruaki Hayashi

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Title: Dataset Embedding Using Contextual Information: Application and Evaluation for Data Integration Tasks

Authors: Yuka Haruki, Shigeru Ishikura, Kazuya Demachi, Teruaki Hayashi

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Title: Verification of the impact of providers' strategies on the data trading market

Authors: Kenta Yamamoto, Teruaki Hayashi

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Title: Synthetic Data Generation Using GANs and LLM with Knowledge Graph: Application in Real-World Multi-Domain Datasets

Authors: Ke Yu, Shigeru Ishikura, Yukari Usukura, Yuki Shigoku, Teruaki Hayashi