| 研究課題/領域番号 |
20K11936
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| 研究種目 |
基盤研究(C)
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| 配分区分 | 基金 |
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| 応募区分 | 一般 |
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| 審査区分 |
小区分61030:知能情報学関連
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| 研究機関 | 京都大学 |
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研究代表者 |
Rafik Hadfi 京都大学, 情報学研究科, 特定准教授 (30867495)
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| 研究分担者 |
伊藤 孝行 名古屋工業大学, 工学(系)研究科(研究院), 教授 (50333555)
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| 研究期間 (年度) |
2020-04-01 – 2024-03-31
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| 研究課題ステータス |
完了 (2023年度)
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| 配分額 *注記 |
3,770千円 (直接経費: 2,900千円、間接経費: 870千円)
2022年度: 390千円 (直接経費: 300千円、間接経費: 90千円)
2021年度: 1,300千円 (直接経費: 1,000千円、間接経費: 300千円)
2020年度: 2,080千円 (直接経費: 1,600千円、間接経費: 480千円)
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| キーワード | Agents / Conversational AI / Decision-making / Interaction / Deliberation / Similarity Metrics / Online Discussion / Entropy Methods / NLP / Interdependence / Online Debates / Agent Deliberation / Predictive Deliberation / Conversational Agents / Augmented Democracy / Mutual Information / Natural Language / Group Interaction / Collaborative Editing / Time Series Analysis / Automatic Deliberation / Artificial Agent / Information Theory / Artificial Intelligence |
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| 研究開始時の研究の概要 |
In this project, we propose to study the interactions between humans and artificial agents that maximize collective intelligence. Understanding the dynamics behind symbiotic interactions in online discussions is a viable way to foster intelligent deliberation and build smarter deliberative agents.
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| 研究成果の概要 |
The achievements involve the discovery of interaction patterns in group discussions involving humans and agents. These findings were disseminated in journals (Scientific Reports, Social Network Analysis and Mining), and conferences, workshops, and tutorials (AAMAS, PRICAI, JSAI, IEEE ICA, etc.).
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| 研究成果の学術的意義や社会的意義 |
The research leads to agents that can assist humans in addressing social problems. E.g., the study in "Scientific Reports", demonstrated that AI can enhance the social presence of women. Another application is the "Computational Social Choice Competition", which advances the research on democracy.
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