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Classification of EGC output and Mental State Transition Networkusing Self Organizing Map
https://hiroshima-cu.repo.nii.ac.jp/records/1332
https://hiroshima-cu.repo.nii.ac.jp/records/1332ae561f45-eee7-4c8b-9baa-01bc89639f09
名前 / ファイル | ライセンス | アクション |
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Item type | 会議発表論文 / Conference Paper(1) | |||||||||||||||||
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公開日 | 2023-03-02 | |||||||||||||||||
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タイトル | Classification of EGC output and Mental State Transition Networkusing Self Organizing Map | |||||||||||||||||
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言語 | eng | |||||||||||||||||
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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 |
MERA, Kazuya
× MERA, Kazuya
× ICHIMURA, Takumi
× 目良, 和也
× 市村, 匠
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内容記述タイプ | Abstract | |||||||||||||||||
内容記述 | Mental State Transition Network which consists of mental states connected one another is a basic concept of approximating to human psychological and mental responses. It can represent transition from an emotional state to other one with stimulus by calculating Emotion Generating Calculations method. However, this method ignores most of emotions except for an emotion which has the strongest effect although EGC can calculate the degree of 20 emotions in parallel. In this paper, we investigate the discrepancy between the group of emotions by EGC and the clustering results of the relation of sentences and their emotions by Self Organizing Map. Mental state transits based on the group of emotions on the map. For example, a set of emotions in a group transits the mental state “happy,” and negative mental state is enfeebled. Index Terms—Emotion Oriented Interface, Emotion Generating Calculations, Mental State Transition Network, Self Organizing Map |
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内容記述タイプ | Other | |||||||||||||||||
内容記述 | 査読有り | |||||||||||||||||
書誌情報 |
2011 IEEE International Conference on Systems, Man and Cybernetics p. 3155-3160, 発行日 2011 |
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出版者 | IEEE | |||||||||||||||||
権利 | ||||||||||||||||||
権利情報 | © 2011 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. | |||||||||||||||||
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内容記述タイプ | Other | |||||||||||||||||
内容記述 | application/pdf | |||||||||||||||||
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出版タイプ | AM | |||||||||||||||||
出版タイプResource | http://purl.org/coar/version/c_ab4af688f83e57aa |