{"links":{},"id":2006464,"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:02006464","sets":["1164:3027:1766467250990:1766467332578"]},"path":["1766467332578"],"owner":"80578","recid":"2006464","title":["職種と講義の関係推定に基づく履修支援システムの基礎検討"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2026-01-07"},"_buckets":{"deposit":"8284fc2c-fda8-4976-90b2-9173064b2076"},"_deposit":{"id":"2006464","pid":{"type":"depid","value":"2006464","revision_id":0},"owners":[80578],"status":"published","created_by":80578},"item_title":"職種と講義の関係推定に基づく履修支援システムの基礎検討","author_link":[],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"職種と講義の関係推定に基づく履修支援システムの基礎検討","subitem_title_language":"ja"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"テキスト","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2026-01-07","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"関西大学"},{"subitem_text_value":"関西大学"}]},"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/2006464/files/IPSJ-HCI26216022.pdf","label":"IPSJ-HCI26216022.pdf"},"date":[{"dateType":"Available","dateValue":"2028-01-07"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-HCI26216022.pdf","filesize":[{"value":"1.6 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"660","billingrole":"5"},{"tax":["include_tax"],"price":"330","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"33"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"b1f42d1d-66cb-4b8f-98bd-31bde680fa43","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2026 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"枝川,朋花"}]},{"creatorNames":[{"creatorName":"松下,光範"}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA1221543X","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":"2188-8760","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"本研究の目的は，大学生に自らの専門性を考慮しつつ職務適合性を省察する機会を提供するシステムの実現である．多くの学生にとって，在学段階で学修内容と将来の職業との対応関係を明確に把握することは難しく，就職後の業務内容と自らのスキルに齟齬が生じる懸念がある．本稿ではこうした状態を未然に防ぐことを企図し，e-CSTIに蓄積されている「業務に関係が深い専門学問分野」についてのアンケート結果と，大学における講義シラバス（授業概要・到達目標・授業計画）のテキストデータを対象に，BERTopicを用いて職種と講義の関係を推定した．推定された結果をもとに，履修履歴から適職を探索する機能と，志望職種から関連講義を逆引きできる機能を備えた履修支援システムを試作した．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"8","bibliographic_titles":[{"bibliographic_title":"研究報告ヒューマンコンピュータインタラクション（HCI）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2026-01-07","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"22","bibliographicVolumeNumber":"2026-HCI-216"}]},"relation_version_is_last":true,"weko_creator_id":"80578"},"created":"2025-12-23T06:48:34.499015+00:00","updated":"2025-12-23T06:48:42.144986+00:00"}