{"created":"2025-01-19T00:40:42.653557+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00169993","sets":["1164:4179:8454:8862"]},"path":["8862"],"owner":"11","recid":"169993","title":["再帰的評価を利用した講義アンケートの単語・コメント評価"],"pubdate":{"attribute_name":"公開日","attribute_value":"2016-07-22"},"_buckets":{"deposit":"348d0b36-dc64-4977-b95a-006668123918"},"_deposit":{"id":"169993","pid":{"type":"depid","value":"169993","revision_id":0},"owners":[11],"status":"published","created_by":11},"item_title":"再帰的評価を利用した講義アンケートの単語・コメント評価","author_link":["342265","342268","342266","342267","342263","342264"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"再帰的評価を利用した講義アンケートの単語・コメント評価"},{"subitem_title":"Word and Comments Evaluation of Lecture questionnaire using Recursive Evaluation","subitem_title_language":"en"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"言語分析・言い換え","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2016-07-22","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"岡山理科大学大学院総合情報研究科"},{"subitem_text_value":"岡山理科大学総合情報学部"},{"subitem_text_value":"山陽学園大学総合人間部"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Graduate school of Informatics, Okayama University of Science","subitem_text_language":"en"},{"subitem_text_value":"Okayama University of Science","subitem_text_language":"en"},{"subitem_text_value":"Sanyo Gakuen University","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/169993/files/IPSJ-NL16227014.pdf","label":"IPSJ-NL16227014.pdf"},"date":[{"dateType":"Available","dateValue":"2018-07-22"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-NL16227014.pdf","filesize":[{"value":"1.2 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":"23"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"5f7c2404-7a41-4eea-b03c-2fe98099fc86","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2016 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"塩飽, 朝美"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"椎名, 広光"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"小林, 伸行"}],"nameIdentifiers":[{}]}]},"item_4_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Asami, Shiwaku","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Hiromitsu, Shiina","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Nobuyuki, Kobayashi","creatorNameLang":"en"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN10115061","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":"2188-8779","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"現在，各大学では FD 活動の一環として講義アンケートを実施し，教員や講義に対する学生の満足度等を調査することで教育や講義改善を図っている．本研究では，講義アンケートの自由回答欄のコメントを対象にコメントとそれに含まれる単語の評価推定を行う．コメントの評価方法として，一部コメントの複数人による評価に対してコメントと単語のそれぞれの評価推定を相互に再帰的に繰り返し，全コメントの評価推定を行う．また，個々人によるコメントと単語の推定評価の相違を評価する．","subitem_description_type":"Other"}]},"item_4_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"There is a call for an increase to education quality in response to FD (Faculty Development) activities becoming mandatory due to a revision of the University Establishment Standards in 2008. A survey on lectures was carried out as part of FD activities and used for improving lectures based on lecture evaluation and satisfaction from students. However, it is difficult to give an objective evaluation of this text data since these subjects of evaluation are wide-ranging, such as expectations towards lectures or opinions on teachers. An aggregation of the opinions gained through surveys also has its limits for manual assessment because of the heavy artificial costs and time costs required. Therefore, it is difficult to evaluate all comments given in a survey. This study uses actual open ended responses to surveys to describe a method for re-evaluating a comment by estimating the evaluation of words within comments from comment evaluations done through machine learning, as well as a method that uses a dictionary of emotional words to attach a polarity value to vocabulary and estimate the evaluation of the body of a comment from that value.","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"6","bibliographic_titles":[{"bibliographic_title":"研究報告自然言語処理（NL）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2016-07-22","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"14","bibliographicVolumeNumber":"2016-NL-227"}]},"relation_version_is_last":true,"weko_creator_id":"11"},"id":169993,"updated":"2025-01-20T08:46:34.819890+00:00","links":{}}