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A Group-based Approach to Enhance Diversity and User Engagement in Movie Recommender Systems
https://ipsj.ixsq.nii.ac.jp/records/235806
https://ipsj.ixsq.nii.ac.jp/records/2358065353f4bc-e1cc-4e18-8aa6-170a99fc5e60
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
IPSJ-Z86-4M-05.pdf (879.6 kB)
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Copyright (c) 2024 by the Information Processing Society of Japan
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| Item type | National Convention(1) | |||||||||
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| 公開日 | 2024-03-01 | |||||||||
| タイトル | ||||||||||
| タイトル | A Group-based Approach to Enhance Diversity and User Engagement in Movie Recommender Systems | |||||||||
| 言語 | ||||||||||
| 言語 | eng | |||||||||
| キーワード | ||||||||||
| 主題Scheme | Other | |||||||||
| 主題 | データとウェブ | |||||||||
| 資源タイプ | ||||||||||
| 資源タイプ識別子 | http://purl.org/coar/resource_type/c_5794 | |||||||||
| 資源タイプ | conference paper | |||||||||
| 著者所属 | ||||||||||
| 九大 | ||||||||||
| 著者所属 | ||||||||||
| 九大 | ||||||||||
| 著者名 |
任, 宝峰
× 任, 宝峰
× 木實, 新一
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| 論文抄録 | ||||||||||
| 内容記述タイプ | Other | |||||||||
| 内容記述 | Current movie recommender systems often prioritize accuracy, overlooking the diversity of recommendations and user interaction experience. Addressing these gaps, we introduce a system featuring rating lists from user groups alongside user-controllable options. Besides preference-based movie recommendations, our system aggregates rating lists from user groups that share common characteristics with the user. Recognizing that users have varied tastes, including low-rated movies in the rating list and exposing rating lists given by user groups can offer valuable and diverse reference than user preference-based approach. Additionally, our system incorporates control options, aiming to improve the interaction experience by allowing users to participate more actively in the recommendation process. | |||||||||
| 書誌レコードID | ||||||||||
| 収録物識別子タイプ | NCID | |||||||||
| 収録物識別子 | AN00349328 | |||||||||
| 書誌情報 |
第86回全国大会講演論文集 巻 2024, 号 1, p. 401-402, 発行日 2024-03-01 |
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| 出版者 | ||||||||||
| 言語 | ja | |||||||||
| 出版者 | 情報処理学会 | |||||||||
