WEKO3
アイテム
{"_buckets": {"deposit": "9e2aea06-c461-4e53-968f-1b74b630e500"}, "_deposit": {"created_by": 13, "id": "10079", "owners": [13], "pid": {"revision_id": 0, "type": "depid", "value": "10079"}, "status": "published"}, "_oai": {"id": "oai:uec.repo.nii.ac.jp:00010079", "sets": ["6"]}, "author_link": ["26946", "26947"], "control_number": "10079", "item_10001_biblio_info_7": {"attribute_name": "書誌情報", "attribute_value_mlt": [{"bibliographicIssueDates": {"bibliographicIssueDate": "2021-10-22", "bibliographicIssueDateType": "Issued"}, "bibliographicIssueNumber": "1", "bibliographicPageEnd": "561", "bibliographicPageStart": "543", "bibliographicVolumeNumber": "27", "bibliographic_titles": [{"bibliographic_title": "Mathematical and Computer Modelling of Dynamical Systems", "bibliographic_titleLang": "en"}]}]}, "item_10001_description_5": {"attribute_name": "抄録", "attribute_value_mlt": [{"subitem_description": "This study proposes a computational human decision-making model that handles emotion-induced behaviour. The proposed model can determine a rational or irrational action according to a probability distribution obtained by mixing an optimal policy of a partially observable Markov decision process and an evolved probability distribution by novel dynamics of emotions. Emotion dynamics with consecutive negative observations cause emotion-induced irrational behaviours. We clarify the conditions, via two theorems, that the proposed model computes rational and irrational actions in terms of some model parameters. A numerical example based on Japanese court records is used to confirm that the proposed model imitates the human decision-making process. Moreover, we discuss the possibility of preventive measures for avoiding the murder case scenario. This study shows that if the traits of a decision maker can be modelled, the proposed model can support human interactions to avoid an emotion-driven murder case scenario.", "subitem_description_type": "Abstract"}]}, "item_10001_publisher_8": {"attribute_name": "出版者", "attribute_value_mlt": [{"subitem_publisher": "Taylor \u0026 Francis"}]}, "item_10001_relation_14": {"attribute_name": "DOI", "attribute_value_mlt": [{"subitem_relation_type": "isIdenticalTo", "subitem_relation_type_id": {"subitem_relation_type_id_text": "10.1080/13873954.2021.1986846", "subitem_relation_type_select": "DOI"}}]}, "item_10001_relation_17": {"attribute_name": "関連サイト", "attribute_value_mlt": [{"subitem_relation_type_id": {"subitem_relation_type_id_text": "https://doi.org/10.1080/13873954.2021.1986846", "subitem_relation_type_select": "DOI"}}]}, "item_10001_rights_15": {"attribute_name": "権利", "attribute_value_mlt": [{"subitem_rights": "© 2021 The Author(s)."}]}, "item_10001_source_id_9": {"attribute_name": "ISSN", "attribute_value_mlt": [{"subitem_source_identifier": "17445051", "subitem_source_identifier_type": "ISSN"}]}, "item_10001_version_type_20": {"attribute_name": "著者版フラグ", "attribute_value_mlt": [{"subitem_version_resource": "http://purl.org/coar/version/c_970fb48d4fbd8a85", "subitem_version_type": "VoR"}]}, "item_creator": {"attribute_name": "著者", "attribute_type": "creator", "attribute_value_mlt": [{"creatorNames": [{"creatorName": "Iinuma, Kaede", "creatorNameLang": "en"}], "nameIdentifiers": [{"nameIdentifier": "26946", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "Kogiso, Kiminao", "creatorNameLang": "en"}], "nameIdentifiers": [{"nameIdentifier": "26947", "nameIdentifierScheme": "WEKO"}]}]}, "item_files": {"attribute_name": "ファイル情報", "attribute_type": "file", "attribute_value_mlt": [{"accessrole": "open_date", "date": [{"dateType": "Available", "dateValue": "2021-11-02"}], "displaytype": "detail", "download_preview_message": "", "file_order": 0, "filename": "Emotion involved human decision making model-2.pdf", "filesize": [{"value": "3.0 MB"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensefree": "CC BY 4.0", "licensetype": "license_free", "mimetype": "application/pdf", "size": 3000000.0, "url": {"label": "Emotion involved human decision making model-2", "url": "https://uec.repo.nii.ac.jp/record/10079/files/Emotion involved human decision making model-2.pdf"}, "version_id": "f83075e1-759a-4209-814a-12a2665b351c"}]}, "item_keyword": {"attribute_name": "キーワード", "attribute_value_mlt": [{"subitem_subject": "Emotion dynamics", "subitem_subject_language": "en", "subitem_subject_scheme": "Other"}, {"subitem_subject": "human decision-making", "subitem_subject_language": "en", "subitem_subject_scheme": "Other"}, {"subitem_subject": "irrationality", "subitem_subject_language": "en", "subitem_subject_scheme": "Other"}]}, "item_language": {"attribute_name": "言語", "attribute_value_mlt": [{"subitem_language": "eng"}]}, "item_resource_type": {"attribute_name": "資源タイプ", "attribute_value_mlt": [{"resourcetype": "journal article", "resourceuri": "http://purl.org/coar/resource_type/c_6501"}]}, "item_title": "Emotion-involved human decision-making model", "item_titles": {"attribute_name": "タイトル", "attribute_value_mlt": [{"subitem_title": "Emotion-involved human decision-making model", "subitem_title_language": "en"}]}, "item_type_id": "10001", "owner": "13", "path": ["6"], "permalink_uri": "https://uec.repo.nii.ac.jp/records/10079", "pubdate": {"attribute_name": "PubDate", "attribute_value": "2021-11-02"}, "publish_date": "2021-11-02", "publish_status": "0", "recid": "10079", "relation": {}, "relation_version_is_last": true, "title": ["Emotion-involved human decision-making model"], "weko_shared_id": -1}
Emotion-involved human decision-making model
https://uec.repo.nii.ac.jp/records/10079
https://uec.repo.nii.ac.jp/records/1007924563809-1769-4fb5-840a-e5bbbcaa9e9b
名前 / ファイル | ライセンス | アクション |
---|---|---|
Emotion involved human decision making model-2 (3.0 MB)
|
CC BY 4.0
|
Item type | 学術雑誌論文 / Journal Article(1) | |||||
---|---|---|---|---|---|---|
公開日 | 2021-11-02 | |||||
タイトル | ||||||
言語 | en | |||||
タイトル | Emotion-involved human decision-making model | |||||
言語 | ||||||
言語 | eng | |||||
キーワード | ||||||
言語 | en | |||||
主題 | Emotion dynamics | |||||
キーワード | ||||||
言語 | en | |||||
主題 | human decision-making | |||||
キーワード | ||||||
言語 | en | |||||
主題 | irrationality | |||||
資源タイプ | ||||||
資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||
資源タイプ | journal article | |||||
著者 |
Iinuma, Kaede
× Iinuma, Kaede× Kogiso, Kiminao |
|||||
抄録 | ||||||
内容記述タイプ | Abstract | |||||
内容記述 | This study proposes a computational human decision-making model that handles emotion-induced behaviour. The proposed model can determine a rational or irrational action according to a probability distribution obtained by mixing an optimal policy of a partially observable Markov decision process and an evolved probability distribution by novel dynamics of emotions. Emotion dynamics with consecutive negative observations cause emotion-induced irrational behaviours. We clarify the conditions, via two theorems, that the proposed model computes rational and irrational actions in terms of some model parameters. A numerical example based on Japanese court records is used to confirm that the proposed model imitates the human decision-making process. Moreover, we discuss the possibility of preventive measures for avoiding the murder case scenario. This study shows that if the traits of a decision maker can be modelled, the proposed model can support human interactions to avoid an emotion-driven murder case scenario. | |||||
書誌情報 |
en : Mathematical and Computer Modelling of Dynamical Systems 巻 27, 号 1, p. 543-561, 発行日 2021-10-22 |
|||||
出版者 | ||||||
出版者 | Taylor & Francis | |||||
ISSN | ||||||
収録物識別子タイプ | ISSN | |||||
収録物識別子 | 17445051 | |||||
DOI | ||||||
関連タイプ | isIdenticalTo | |||||
識別子タイプ | DOI | |||||
関連識別子 | 10.1080/13873954.2021.1986846 | |||||
権利 | ||||||
権利情報 | © 2021 The Author(s). | |||||
関連サイト | ||||||
識別子タイプ | DOI | |||||
関連識別子 | https://doi.org/10.1080/13873954.2021.1986846 | |||||
著者版フラグ | ||||||
出版タイプ | VoR | |||||
出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 |