{"created":"2021-03-01T06:01:00.066303+00:00","id":8672,"links":{},"metadata":{"_buckets":{"deposit":"add7a871-ee92-4605-8356-b759e87b950e"},"_deposit":{"id":"8672","owners":[],"pid":{"revision_id":0,"type":"depid","value":"8672"},"status":"published"},"_oai":{"id":"oai:kitami-it.repo.nii.ac.jp:00008672","sets":["1:86"]},"author_link":["273","90047","179","304","207","89671","90048","90049","90050","90051","90052","90053"],"control_number":"8672","item_1646810750418":{"attribute_name":"出版タイプ","attribute_value_mlt":[{"subitem_version_resource":"http://purl.org/coar/version/c_970fb48d4fbd8a85","subitem_version_type":"VoR"}]},"item_3_biblio_info_186":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2014","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"2","bibliographicPageEnd":"36","bibliographicPageStart":"29","bibliographicVolumeNumber":"16","bibliographic_titles":[{"bibliographic_title":"バイオメディカル・ファジィ ・システム学会誌","bibliographic_titleLang":"ja"}]}]},"item_3_description_184":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"本研究では，旅行中の観光客の目的の変化を隠れマルコフモデルを用いてモデル化する．さらに，観光客の目的を統計的決定理論に基づいて推定する方法を提案する．観光目的の推定に関する提案方法では，推定誤り率をベイズ基準のもとで最小化する．また，観光客が次に訪問する観光施設を統計的決定理論に基づいて推薦する方法を提案する．推薦に関する提案方法では，推薦誤り率をベイズ基準のもとで最小化する．提案モデルおよび提案方法の有効性を数値計算例によって確認する．","subitem_description_type":"Abstract"},{"subitem_description":"In this research we use hidden Markov model in order to represent changes of tourist purposes. We propose an estimation method for tourist purposes based on statistical decision theory. The proposed estimation method minimizes the estimation error rate with reference to the Bayes criterion. We proρose a recommendation method for visiting tourist facilities based on stαtistical decision theory. The proposed recommendation method minimizes the recommendation error rate with reference to the Bayes criterion. We show the effectiveness of the proposed model and methods by some numerical calculation examples.","subitem_description_type":"Abstract"}]},"item_3_full_name_183":{"attribute_name":"著者別名","attribute_value_mlt":[{"nameIdentifiers":[{"nameIdentifier":"90048","nameIdentifierScheme":"WEKO"}],"names":[{"name":"Maeda, Yasunari","nameLang":"en"}]},{"nameIdentifiers":[{"nameIdentifier":"90049","nameIdentifierScheme":"WEKO"}],"names":[{"name":"Goto, Fumitaro","nameLang":"en"}]},{"nameIdentifiers":[{"nameIdentifier":"90050","nameIdentifierScheme":"WEKO"}],"names":[{"name":"Masui, Hiroshi","nameLang":"en"}]},{"nameIdentifiers":[{"nameIdentifier":"90051","nameIdentifierScheme":"WEKO"}],"names":[{"name":"Masui, Fumito","nameLang":"en"}]},{"nameIdentifiers":[{"nameIdentifier":"90052","nameIdentifierScheme":"WEKO"}],"names":[{"name":"Kamemaru, Shun-ichi","nameLang":"en"}]},{"nameIdentifiers":[{"nameIdentifier":"90053","nameIdentifierScheme":"WEKO"}],"names":[{"name":"Suzuki, Masakiyo","nameLang":"en"}]}]},"item_3_publisher_212":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"バイオメディカル・ファジィ ・システム学会"}]},"item_3_relation_191":{"attribute_name":"DOI","attribute_value_mlt":[{"subitem_relation_type_id":{"subitem_relation_type_id_text":"10.24466/jbfsa.16.2_29","subitem_relation_type_select":"DOI"}}]},"item_3_rights_192":{"attribute_name":"権利","attribute_value_mlt":[{"subitem_rights":"c 2014 Biomedical Fuzzy Systems Association"}]},"item_3_select_195":{"attribute_name":"著者版フラグ","attribute_value_mlt":[{"subitem_select_item":"publisher"}]},"item_3_source_id_187":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"2424-2578","subitem_source_identifier_type":"EISSN"}]},"item_access_right":{"attribute_name":"アクセス権","attribute_value_mlt":[{"subitem_access_right_uri":"open access"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"前田, 康成","creatorNameLang":"ja"}],"nameIdentifiers":[{"nameIdentifier":"273","nameIdentifierScheme":"WEKO"},{"nameIdentifier":"30422033","nameIdentifierScheme":"KAKEN - 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研究者検索","nameIdentifierURI":"https://nrid.nii.ac.jp/ja/nrid/1000060192621/"}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2018-12-11"}],"displaytype":"detail","filename":"旅行中の観光目的の変化のモデル化に関する一考察.pdf","filesize":[{"value":"4.1 MB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"旅行中の観光目的の変化のモデル化に関する一考察","url":"https://kitami-it.repo.nii.ac.jp/record/8672/files/旅行中の観光目的の変化のモデル化に関する一考察.pdf"},"version_id":"7b01fedf-d907-44d4-a185-fb2f7ca20efb"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"観光履歴","subitem_subject_scheme":"Other"},{"subitem_subject":"観光施設","subitem_subject_scheme":"Other"},{"subitem_subject":"推薦方法","subitem_subject_scheme":"Other"},{"subitem_subject":"隠れマルコフモデル","subitem_subject_scheme":"Other"},{"subitem_subject":"統計的決定理論","subitem_subject_scheme":"Other"},{"subitem_subject":"tourist record","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"tourist facility","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"recommendation method","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"hidden Markov model","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"statistical decision theory","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":"旅行中の観光目的の変化のモデル化に関する一考察","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"旅行中の観光目的の変化のモデル化に関する一考察","subitem_title_language":"ja"},{"subitem_title":"A Note on Modeling for Changes of Tourist Purposes","subitem_title_language":"en"}]},"item_type_id":"3","owner":"1","path":["86"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2018-12-11"},"publish_date":"2018-12-11","publish_status":"0","recid":"8672","relation_version_is_last":true,"title":["旅行中の観光目的の変化のモデル化に関する一考察"],"weko_creator_id":"1","weko_shared_id":-1},"updated":"2024-10-15T05:05:35.261779+00:00"}