{"created":"2025-04-11T06:46:19.230804+00:00","id":2000019,"links":{},"metadata":{"_buckets":{"deposit":"12e6f5a2-f11a-4b2e-82dc-eb065c7ad03e"},"_deposit":{"created_by":11,"id":"2000019","owner":"11","owners":[11],"pid":{"revision_id":0,"type":"depid","value":"2000019"},"status":"published"},"_oai":{"id":"oai:iot.repo.nii.ac.jp:02000019","sets":["1:1742987706003:1742987786828"]},"author_link":["805"],"control_number":"2000019","item_10002_alternative_title_1":{"attribute_name":"その他（別言語等）のタイトル","attribute_value_mlt":[{"subitem_alternative_title":"Statistical analysis of unstructured text data in internship and open campus","subitem_alternative_title_language":"en"}]},"item_10002_biblio_info_7":{"attribute_name":"bibliographic_information","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2025-03-10"},"bibliographicIssueNumber":"14","bibliographicNumberOfPages":"6","bibliographicPageEnd":"16","bibliographicPageStart":"11","bibliographic_titles":[{"bibliographic_title":"ものつくり大学紀要","bibliographic_titleLang":"ja"},{"bibliographic_title":"The Bulletin of Institute of Technologists","bibliographic_titleLang":"en"}]}]},"item_10002_description_5":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"インターンシップ，およびオープンキャンパスに関するアンケートデータの統計的分析を行なった．インターンシップ評価票中の「研修学生の実習態度や仕事（課題）への取り組み方などお気付きの点をお聞かせください」に関して非構造テキスト文を英訳してデータを作成後、統計分析ソフト JMP のテキストエクスプローラ機能を用いて感情分析を中心に統計分析を実施した。オープンキャンパスアンケート（邦文）は，来場者のオープンキャンパス体験に関する感想を求めたテキスト文の特異値分解・トピック分析を行ない，来場者の満足度が低い傾向にある意見を客観的・定量的に抽出する見通しを得ることができた．","subitem_description_language":"ja","subitem_description_type":"Abstract"},{"subitem_description":"There are many questionnaires collected from corporations regarding internship or high school students regarding open campus in the Institute of Technologists. Unfortunately, they have not been analyzed objectively and quantitatively and actually they have not been made the most use of. JMP, statistical discovery software, deals with text data by “Text Explorer” function based on a kind of statistics principal component analysis. In this paper, four kinds of visual statistical data analyses, that is, term/phrase analysis, sentiment analysis, singular value decomposition and topic analysis have been discussed from viewpoint of its feasibility. The useful information on internship and open campus has been shown for more meaningful internship as well as open campus with more students.","subitem_description_language":"en","subitem_description_type":"Abstract"}]},"item_10002_description_6":{"attribute_name":"内容記述","attribute_value_mlt":[{"subitem_description":"現状，オープンキャンパス，インターンシップ評価票やインターンシップ報告会，企業説明会などでの来場者・企業様からの各種アンケート，特に自由記述欄データが単年毎での主観的・定性的総括にしか活かされていない．統計ソフトウエアJMP（JMP16, SAS Institute Japan 株式会社）では非構造化テキストデータ，すなわちアンケートの自由記述欄などの自由フォーマットテキスト文の統計的分析が可能である（一部の機能は英文に限られる）．前報 1)を受けて今回，インターンシップアンケートの層別分析 2)，および少子化の時勢の中，現在の大学の喫緊の課題である新入生募集に密接な関連があると思われるオープンキャンパス来場者アンケートの分析を試みた．","subitem_description_language":"ja","subitem_description_type":"Other"}]},"item_10002_full_name_3":{"attribute_name":"著者（英）","attribute_value_mlt":[{"familyNames":[{"familyName":"SAKUTA","familyNameLang":"en"}],"givenNames":[{"givenName":"Shigeru","givenNameLang":"en"}],"names":[{"name":"Shigeru SAKUTA","nameLang":"en"}]},{"familyNames":[{"familyName":"AIDA","familyNameLang":"en"}],"givenNames":[{"givenName":"Masaki","givenNameLang":"en"}],"names":[{"name":"Masaki AIDA","nameLang":"en"}]}]},"item_10002_publisher_8":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"学校法人ものつくり大学","subitem_publisher_language":"ja"},{"subitem_publisher":"Institute of Technologists","subitem_publisher_language":"en"}]},"item_10002_relation_17":{"attribute_name":"関連サイト","attribute_value_mlt":[{"subitem_relation_name":[{"subitem_relation_name_language":"ja","subitem_relation_name_text":"ものつくり大学"},{"subitem_relation_name_language":"en","subitem_relation_name_text":"Institute of Technologists"}],"subitem_relation_type_id":{"subitem_relation_type_id_text":"https://www.iot.ac.jp/","subitem_relation_type_select":"URI"}}]},"item_10002_source_id_9":{"attribute_name":"item_10002_source_id_9","attribute_value_mlt":[{"subitem_source_identifier":"2185-3746","subitem_source_identifier_type":"ISSN"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"佐久田, 茂","creatorNameLang":"ja"}],"familyNames":[{"familyName":"佐久田","familyNameLang":"ja"}],"givenNames":[{"givenName":"茂","givenNameLang":"ja"}],"nameIdentifiers":[{"nameIdentifier":"805","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"会田, 将貴","creatorNameLang":"ja"}],"familyNames":[{"familyName":"会田","familyNameLang":"ja"}],"givenNames":[{"givenName":"将貴","givenNameLang":"ja"}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_access","date":[{"dateType":"Available","dateValue":"2025-04-11"}],"displaytype":"detail","filename":"bulletin_211.pdf","filesize":[{"value":"776 KB"}],"format":"application/pdf","licensetype":"license_11","mimetype":"application/pdf","url":{"url":"https://iot.repo.nii.ac.jp/record/2000019/files/bulletin_211.pdf"},"version_id":"6879ee85-04c6-43cc-a461-c57a029a47ed"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"情報｜統計｜分析｜テキスト文｜非構造化｜アンケート","subitem_subject_language":"ja"},{"subitem_subject":"statistical analysis | text | questionnaire | information science","subitem_subject_language":"en"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_resource_type":{"attribute_name":"item_resource_type","attribute_value_mlt":[{"resourcetype":"departmental bulletin paper","resourceuri":"http://purl.org/coar/resource_type/c_6501"}]},"item_title":"インターンシップおよびオープンキャンパステキストデータの統計的分析","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"インターンシップおよびオープンキャンパステキストデータの統計的分析","subitem_title_language":"ja"}]},"item_type_id":"10002","owner":"11","path":["1742987786828"],"pubdate":{"attribute_name":"公開日","attribute_value":"2025-04-11"},"publish_date":"2025-04-11","publish_status":"0","recid":"2000019","relation_version_is_last":true,"title":["インターンシップおよびオープンキャンパステキストデータの統計的分析"],"weko_creator_id":"11","weko_shared_id":-1},"updated":"2025-04-16T23:50:05.484320+00:00"}