{"created":"2023-05-15T08:44:00.102231+00:00","id":9195,"links":{},"metadata":{"_buckets":{"deposit":"16608547-060e-4c26-813a-475f4968ad4d"},"_deposit":{"created_by":13,"id":"9195","owners":[13],"pid":{"revision_id":0,"type":"depid","value":"9195"},"status":"published"},"_oai":{"id":"oai:uec.repo.nii.ac.jp:00009195","sets":["6"]},"author_link":["25190","25143","24288","25154","24289","24776"],"control_number":"9195","item_10001_biblio_info_7":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2015-01-01","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicPageEnd":"160","bibliographicPageStart":"152","bibliographicVolumeNumber":"30","bibliographic_titles":[{"bibliographic_title":"人工知能学会論文誌","bibliographic_titleLang":"ja"},{"bibliographic_title":"Transactions of the Japanese Society for Artificial Intelligence","bibliographic_titleLang":"en"}]}]},"item_10001_description_5":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"Nowadays, anybody can easily express their opinion publicly through Consumer Generated Media. Because of this, a phenomenon of flooding criticism on the Internet, called flaming, frequently occurs. Although there are strong demands for flaming management, a service to reduce damage caused by a flaming after one occurs, it is very difficult to properly do so in practice. We are trying to keep the flaming from happening. It is necessary to identify the situation and the remark which are likely to cause flaming for our goal. Concretely, we propose methods to identify a potential tweet which will be a likely candidate of a flaming on Twitter, considering public opinion among Twitter users. Among three categories of flamings, our main focus is Struggles between Conflicting Values (SBCV), which is defined as a remark that forces one's own opinion about a topic on others. Forecasting of this type of flamings is potentially desired since most of its victims are celebrities, who need to care one's own social images. We proceed with a working hypothesis: a SBCV is caused by a gap between the polarity of the remark and that of public opinion. First, we have visualized the process how a remark gets flamed when its content is far from public opinion, by means of our original parameter daily polarity (dp). Second, we have built a highly accurate flaming prediction model with decision tree learning, using cumulative dp as an attribute along with parameters available from Twitter APIs. The experimental result suggests that the hypothesis is correct.","subitem_description_type":"Abstract"}]},"item_10001_publisher_8":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"人工知能学会"}]},"item_10001_relation_14":{"attribute_name":"DOI","attribute_value_mlt":[{"subitem_relation_type":"isIdenticalTo","subitem_relation_type_id":{"subitem_relation_type_id_text":"10.1527/tjsai.30.152","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/10.1527/tjsai.30.152","subitem_relation_type_select":"DOI"}}]},"item_10001_rights_15":{"attribute_name":"権利","attribute_value_mlt":[{"subitem_rights":"Copyright © 人工知能学会 2015"}]},"item_10001_source_id_9":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"1346-0714","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":"岩崎, 祐貴","creatorNameLang":"ja"},{"creatorName":"イワサキ, ユウキ","creatorNameLang":"ja-Kana"},{"creatorName":"Iwasaki, Yuki","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"折原, 良平","creatorNameLang":"ja"},{"creatorName":"オリハラ, リョウヘイ","creatorNameLang":"ja-Kana"},{"creatorName":"Orihara, Ryohei","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"清, 雄一","creatorNameLang":"ja"},{"creatorName":"セイ, ユウイチ","creatorNameLang":"ja-Kana"},{"creatorName":"Sei, Yuichi","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"中川, 博之","creatorNameLang":"ja"},{"creatorName":"ナカガワ, ヒロユキ","creatorNameLang":"ja-Kana"},{"creatorName":"Nakagawa, Hiroyuki","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"田原, 康之","creatorNameLang":"ja"},{"creatorName":"タハラ, ヤスユキ","creatorNameLang":"ja-Kana"},{"creatorName":"Tahara, Yasuyuki","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"大須賀, 昭彦","creatorNameLang":"ja"},{"creatorName":"オオスガ, アキヒコ","creatorNameLang":"ja-Kana"},{"creatorName":"Ohsuga, Akihiko","creatorNameLang":"en"}],"nameIdentifiers":[{}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2019-05-10"}],"displaytype":"detail","filename":"30_30_152.pdf","filesize":[{"value":"1.0 MB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"30_30_152","url":"https://uec.repo.nii.ac.jp/record/9195/files/30_30_152.pdf"},"version_id":"80bf58bc-4bc0-4e8b-b379-b7134433514b"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"flaming","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"microblogging","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"reputation mining","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"decision tree","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"sentiment analysis","subitem_subject_language":"en","subitem_subject_scheme":"Other"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"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":"CGMにおける炎上の分析とその応用","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"CGMにおける炎上の分析とその応用","subitem_title_language":"ja"},{"subitem_title":"Analysis of Flaming and Its Applications in CGM","subitem_title_language":"en"}]},"item_type_id":"10001","owner":"13","path":["6"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2019-05-10"},"publish_date":"2019-05-10","publish_status":"0","recid":"9195","relation_version_is_last":true,"title":["CGMにおける炎上の分析とその応用"],"weko_creator_id":"13","weko_shared_id":-1},"updated":"2024-03-04T04:58:21.568100+00:00"}