Can machine learning techniques provide better learning support for elderly people?

研究成果: 著書/レポートタイプへの貢献会議での発言

1 引用 (Scopus)

抄録

Computer-based support for learning of elderly people is now considered as an important issue in the super-aged society. Extra cares are needed for elderly people’s learning compared to younger people, since they might have difficulty in using computers, reduced cognitive ability and other physical problems which make them less motivated. Key components of a better learning support system are sensing the contexts surrounding elderly people and providing appropriate feedbacks to them. In this paper, we review some existing techniques of the contextual bandit framework in the machine learning literature, which could be potentially useful for online decision making scenarios given contexts. We also discuss issues and challenges to apply the framework.

元の言語英語
ホスト出版物のタイトルDistributed, Ambient and Pervasive Interactions
ホスト出版物のサブタイトルTechnologies and Contexts - 6th International Conference, DAPI 2018, Held as Part of HCI International 2018, Proceedings
編集者Shin’ichi Konomi, Norbert Streitz
出版者Springer Verlag
ページ178-187
ページ数10
ISBN(印刷物)9783319911304
DOI
出版物ステータス出版済み - 1 1 2018
イベント6th International Conference on Distributed, Ambient and Pervasive Interactions, DAPI 2018 Held as Part of HCI International 2018 - Las Vegas, 米国
継続期間: 7 15 20187 20 2018

出版物シリーズ

名前Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
10922 LNCS
ISSN(印刷物)0302-9743
ISSN(電子版)1611-3349

その他

その他6th International Conference on Distributed, Ambient and Pervasive Interactions, DAPI 2018 Held as Part of HCI International 2018
米国
Las Vegas
期間7/15/187/20/18

Fingerprint

Elderly People
Learning systems
Machine Learning
Decision making
Feedback
Sensing
Decision Making
Scenarios
Learning
Context
Framework

All Science Journal Classification (ASJC) codes

  • Theoretical Computer Science
  • Computer Science(all)

これを引用

hatano, K. (2018). Can machine learning techniques provide better learning support for elderly people? : S. Konomi, & N. Streitz (版), Distributed, Ambient and Pervasive Interactions: Technologies and Contexts - 6th International Conference, DAPI 2018, Held as Part of HCI International 2018, Proceedings (pp. 178-187). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 巻数 10922 LNCS). Springer Verlag. https://doi.org/10.1007/978-3-319-91131-1_14

Can machine learning techniques provide better learning support for elderly people? / hatano, kohei.

Distributed, Ambient and Pervasive Interactions: Technologies and Contexts - 6th International Conference, DAPI 2018, Held as Part of HCI International 2018, Proceedings. 版 / Shin’ichi Konomi; Norbert Streitz. Springer Verlag, 2018. p. 178-187 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 巻 10922 LNCS).

研究成果: 著書/レポートタイプへの貢献会議での発言

hatano, K 2018, Can machine learning techniques provide better learning support for elderly people? : S Konomi & N Streitz (版), Distributed, Ambient and Pervasive Interactions: Technologies and Contexts - 6th International Conference, DAPI 2018, Held as Part of HCI International 2018, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 巻. 10922 LNCS, Springer Verlag, pp. 178-187, 6th International Conference on Distributed, Ambient and Pervasive Interactions, DAPI 2018 Held as Part of HCI International 2018, Las Vegas, 米国, 7/15/18. https://doi.org/10.1007/978-3-319-91131-1_14
hatano K. Can machine learning techniques provide better learning support for elderly people? : Konomi S, Streitz N, 編集者, Distributed, Ambient and Pervasive Interactions: Technologies and Contexts - 6th International Conference, DAPI 2018, Held as Part of HCI International 2018, Proceedings. Springer Verlag. 2018. p. 178-187. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). https://doi.org/10.1007/978-3-319-91131-1_14
hatano, kohei. / Can machine learning techniques provide better learning support for elderly people?. Distributed, Ambient and Pervasive Interactions: Technologies and Contexts - 6th International Conference, DAPI 2018, Held as Part of HCI International 2018, Proceedings. 編集者 / Shin’ichi Konomi ; Norbert Streitz. Springer Verlag, 2018. pp. 178-187 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).
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