{"id":142472,"updated":"2025-01-20T18:56:21.791616+00:00","links":{},"created":"2025-01-19T00:19:55.226856+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00142472","sets":["1164:5352:8218:8281"]},"path":["8281"],"owner":"11","recid":"142472","title":["非負値複合テンソル因子分解を用いた訪日外国人観光客の回遊行動分析"],"pubdate":{"attribute_name":"公開日","attribute_value":"2015-06-16"},"_buckets":{"deposit":"f9137f3c-902a-482c-8eca-7b0812e7b267"},"_deposit":{"id":"142472","pid":{"type":"depid","value":"142472","revision_id":0},"owners":[11],"status":"published","created_by":11},"item_title":"非負値複合テンソル因子分解を用いた訪日外国人観光客の回遊行動分析","author_link":["211542","211537","211540","211546","211538","211545","211544","211539","211541","211543"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"非負値複合テンソル因子分解を用いた訪日外国人観光客の回遊行動分析"}]},"item_type_id":"4","publish_date":"2015-06-16","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"日本電信電話株式会社ＮＴＴサービスエボリューション研究所"},{"subitem_text_value":"日本電信電話株式会社ＮＴＴサービスエボリューション研究所"},{"subitem_text_value":"日本電信電話株式会社ＮＴＴサービスエボリューション研究所"},{"subitem_text_value":"日本電信電話株式会社ＮＴＴサービスエボリューション研究所"},{"subitem_text_value":"日本電信電話株式会社ＮＴＴサービスエボリューション研究所"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"NTT Service Evolution laboratories","subitem_text_language":"en"},{"subitem_text_value":"NTT Service Evolution laboratories","subitem_text_language":"en"},{"subitem_text_value":"NTT Service Evolution laboratories","subitem_text_language":"en"},{"subitem_text_value":"NTT Service Evolution laboratories","subitem_text_language":"en"},{"subitem_text_value":"NTT Service Evolution laboratories","subitem_text_language":"en"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_publisher":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"情報処理学会","subitem_publisher_language":"ja"}]},"publish_status":"0","weko_shared_id":-1,"item_file_price":{"attribute_name":"Billing file","attribute_type":"file","attribute_value_mlt":[{"url":{"url":"https://ipsj.ixsq.nii.ac.jp/record/142472/files/IPSJ-BIO15042003.pdf"},"date":[{"dateType":"Available","dateValue":"2100-01-01"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-BIO15042003.pdf","filesize":[{"value":"383.2 kB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"0","billingrole":"41"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"a3af2275-d40b-4d0b-9e66-5aecc688accd","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2015 by the Institute of Electronics, Information and Communication Engineers This SIG report is only available to those in membership of the SIG."}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"熊谷, 雄介"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"今井, 良太"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"松林, 達史"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"佐藤, 吉秀"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"堀岡, 力"}],"nameIdentifiers":[{}]}]},"item_4_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Yusuke, Kumagae","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Ryota, Imai","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Tatsushi, Matsubayashi","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Yoshihide, Sato","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Tsutomu, Horioka","creatorNameLang":"en"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA12055912","subitem_source_identifier_type":"NCID"}]},"item_4_textarea_12":{"attribute_name":"Notice","attribute_value_mlt":[{"subitem_textarea_value":"SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc."}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_18gh","resourcetype":"technical report"}]},"item_4_source_id_11":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"2188-8590","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"旅行客にその土地での観光を楽しんでもらうために，彼らの行動を分析し，どのような行動を取るのか，その行動をもたらす要因は何なのか，どのような情報を提示すべきなのかを理解・予測することは非常に重要なタスクである．今回我々は，スマートフオンアプリから得られる様々な情報にもとづき，福岡市を中心とした外国人観光客の回遊行動を，非負値複合テンソル因子分解 （NMTF） を用いて分析を行った．その結果，時空間情報および利用者属性に強く依存する回遊パターンが抽出されることが確認できた．","subitem_description_type":"Other"}]},"item_4_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"To have tourists enjoy the sightseeing, it is important for the information provider to grasp the aim of tour and to understand the tendencies of the tourist behaviors and interest. For the recommendation service, the provided information should be distributed the appropriate contents at the appropriate time to the tourists based on her aim and interest. In this research, we analyze the GPS trajectory log and user attributions obtained by the smart-phone application which is available at the Kyushu region. By using Non-negative Multiple Tensor Factorization (NMTF), we factorized the tourist behavior tendencies by the nationality, gender, generation, hours and the users geographic location. As a results, we observed some certain behaviors to the peculiar user's cluster.","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"5","bibliographic_titles":[{"bibliographic_title":"研究報告バイオ情報学（BIO）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2015-06-16","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"3","bibliographicVolumeNumber":"2015-BIO-42"}]},"relation_version_is_last":true,"weko_creator_id":"11"}}