2013 Fiscal Year Final Research Report
design and evaluation of individual user adaptive recommender system based on awareness
| Project/Area Number |
23500197
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| Research Category |
Grant-in-Aid for Scientific Research (C)
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| Allocation Type | Multi-year Fund |
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| Section | 一般 |
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| Research Field |
Intelligent informatics
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| Research Institution | Nara National College of Technology |
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Principal Investigator |
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| Co-Investigator(Kenkyū-buntansha) |
TAKADAMA Keiki 電気通信大学, 大学院・情報理工学研究科, 教授 (20345367)
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| Project Period (FY) |
2011 – 2013
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| Keywords | 対話的推薦システム / 気づき支援 / 好みの明確化 / セレンディピティ / ヒューマンインタフェース / インタラクション / 対話的強化学習 |
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| Research Abstract |
This research presented the awareness based interactive recommendation system to find out the true preferences of a user. We developed Round-trip Plan Recommendation System, and Preference Clarification Recommender System by Searching Items Beyond Category.
In the former, we proposed the interactive recommendation method by grouping various plans, user-profiling and the preference estimation method. The proposed methods and its evaluations were published as international conference papers and book in chapter papers.
In the latter case, we proposed the recommendation method which supports users to clarify the most appropriate preference by assisting both the preference concretization of users and the preference change of users. The proposed method and its evaluations were published as international conference papers and the JSAI journal paper.
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[Presentation] Preference Clarification Recommender System by Searching Items Beyond Category2012
Author(s)
Takadama, K., Sato, F., Otani, M., Hattori, K., Sato, H., and Yamaguchi, T
Organizer
IADIS International Conference Interfaces and Human Computer Interaction (IHCI 2012)
Place of Presentation
Lisbon /Portugal
Year and Date
2012-07-21
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[Book] Visualizing mental learning processes with invisible mazes for continuous learning, in HIMI 2014, Part II, Lecture Notes in Computer Science (LNCS Vol.8522), Proc. of 16th International Conference, HCI International 2014 , S.Yamamoto (ed.)2014
Author(s)
Yamaguchi, T., Takemori, K., and Takadama, K
Total Pages
137-148
Publisher
Springer-Verlag
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[Book] Modeling a Human's Learning Processes to Support Continuous Learning on Human Computer Interaction, in Human Interface and the Management of Information. Information and Interaction Design, , Lecture Notes in Computer Science (LNAI Vol.8016), Proc. of 15th International Conference, HCI International 2013, , S.Yamamoto (ed.)2013
Author(s)
Takemori, K., Yamaguchi, T., Sasaji, K. and Takadama, K
Total Pages
555-564
Publisher
Springer-Verla
