{"id":236437,"updated":"2025-01-19T09:15:36.089414+00:00","links":{},"created":"2025-01-19T01:38:29.160968+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00236437","sets":["6504:11678:11688"]},"path":["11688"],"owner":"44499","recid":"236437","title":["バイクシェアの需要予測に向けたバッテリー残電量情報の活用"],"pubdate":{"attribute_name":"公開日","attribute_value":"2024-03-01"},"_buckets":{"deposit":"6636d660-d578-439a-a982-307f6f0328d5"},"_deposit":{"id":"236437","pid":{"type":"depid","value":"236437","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"バイクシェアの需要予測に向けたバッテリー残電量情報の活用","author_link":["646308","646307"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"バイクシェアの需要予測に向けたバッテリー残電量情報の活用"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"ネットワーク","subitem_subject_scheme":"Other"}]},"item_type_id":"22","publish_date":"2024-03-01","item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_22_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"はこだて未来大"},{"subitem_text_value":"はこだて未来大"}]},"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/236437/files/IPSJ-Z86-1ZA-08.pdf","label":"IPSJ-Z86-1ZA-08.pdf"},"date":[{"dateType":"Available","dateValue":"2024-07-04"}],"format":"application/pdf","filename":"IPSJ-Z86-1ZA-08.pdf","filesize":[{"value":"360.2 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"6c1610b5-a790-433a-9597-c22014e926e0","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2024 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"野村, 歩夢"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"白石, 陽"}],"nameIdentifiers":[{}]}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_5794","resourcetype":"conference paper"}]},"item_22_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN00349328","subitem_source_identifier_type":"NCID"}]},"item_22_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"近年普及しているバイクシェアでは，ステーションにおける車両偏在問題が発生している．これにより，歩行者の進路妨害，サービス満足度の低下が懸念される．本研究では，車両に搭載されたバッテリーの残電量情報に着目したステーションの需要予測手法を提案する．車両出発時にステーションに配置されていた，車両の残電量情報をパターン化し，出発時残電量パターンを作成する．これらのパターンを特徴量として，単一ステーションにおける，車両の出発台数を予測する回帰モデルを構築する．本稿では，バイクシェアサービスの運行データから取得した残電量情報を用いて需要予測を行い，提案手法による予測結果について考察する．","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"244","bibliographic_titles":[{"bibliographic_title":"第86回全国大会講演論文集"}],"bibliographicPageStart":"243","bibliographicIssueDates":{"bibliographicIssueDate":"2024-03-01","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2024"}]},"relation_version_is_last":true,"weko_creator_id":"44499"}}