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このアイテムの引用には次の識別子を使用してください:
http://hdl.handle.net/10119/12855
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| タイトル: | Detection of Unusual Human Activities Based on Behavior Modeling |
| 著者: | Hiraishi, Kunihiko
Kobayashi, Koichi |
| キーワード: | behavior modeling
N-gram models
cooperative work
event-logs |
| 発行日: | 2014-05-14 |
| 出版者: | International Federation of Automatic Control |
| 誌名: | 12th International Workshop on Discrete Event Systems |
| 開始ページ: | 182 |
| 終了ページ: | 187 |
| DOI: | 10.3182/20140514-3-FR-4046.00029 |
| 抄録: | A type of services that require human physical actions and intelligent decision making exists in various real fields, such as nursing in hospitals and caregiving in nursing homes. In this paper, we propose new formalism for modeling human behavior in such services. Behavior models are estimated from event-logs, and can be used for analysis of human activities. We show two analysis methods: one is to detect unusual human activities that appear in event-logs, and the other is to find staffs that behave differently from others. |
| Rights: | Copyright (C) 2014 International Federation of Automatic Control. Kunihiko Hiraishi and Koichi Kobayashi, 12th International Workshop on Discrete Event Systems, 2014, 182-187. http://dx.doi.org/10.3182/20140514-3-FR-4046.00029. This material is posted here with permission of International Federation of Automatic Control. |
| URI: | http://hdl.handle.net/10119/12855 |
| 資料タイプ: | author |
| 出現コレクション: | b11-1. 会議発表論文・発表資料 (Conference Papers)
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このアイテムのファイル:
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記述 |
サイズ | 形式 |
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| 21162.pdf | | 221Kb | Adobe PDF | 見る/開く |
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