{"id":189066,"updated":"2025-01-20T01:48:33.358743+00:00","links":{},"created":"2025-01-19T00:55:09.600328+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00189066","sets":["6504:9465:9466"]},"path":["9466"],"owner":"6748","recid":"189066","title":["Factorization Machinesを用いた教育データの解析"],"pubdate":{"attribute_name":"公開日","attribute_value":"2018-03-13"},"_buckets":{"deposit":"ed9f6260-f2d7-4d14-860e-c6cac9e54623"},"_deposit":{"id":"189066","pid":{"type":"depid","value":"189066","revision_id":0},"owners":[6748],"status":"published","created_by":6748},"item_title":"Factorization Machinesを用いた教育データの解析","author_link":["429465","429466"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Factorization Machinesを用いた教育データの解析"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"コンピュータと人間社会","subitem_subject_scheme":"Other"}]},"item_type_id":"22","publish_date":"2018-03-13","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":"木更津高専"},{"subitem_text_value":"木更津高専"}]},"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/189066/files/IPSJ-Z80-6ZC-03.pdf","label":"IPSJ-Z80-6ZC-03.pdf"},"date":[{"dateType":"Available","dateValue":"2018-05-07"}],"format":"application/pdf","filename":"IPSJ-Z80-6ZC-03.pdf","filesize":[{"value":"223.3 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"4d9a9af0-4ecf-457a-a948-9c8d4ab40b62","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2018 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"山下, 滉"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"大枝, 真一"}],"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,生涯学習の広がりや,ITの発展により,MOOC(Massive Open Online Course)などのオンライン講座やe-Learningシステムなどの教育システムが広く普及,活用されてきている.そして,教育システムを利用した学習者の試験結果や学習履歴などのログデータが大量に蓄積されており,これらのデータから有益な情報を抽出しようという試みが活発に行われている.そこで本研究では,特徴量の相互作用を扱う教師あり学習のモデルであるFactorization Machinesを用いて,教育データから有益な情報を抽出,解析することを目的とする.","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"616","bibliographic_titles":[{"bibliographic_title":"第80回全国大会講演論文集"}],"bibliographicPageStart":"615","bibliographicIssueDates":{"bibliographicIssueDate":"2018-03-13","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2018"}]},"relation_version_is_last":true,"weko_creator_id":"6748"}}