{"created":"2025-06-04T08:59:12.484992+00:00","id":2003114,"links":{},"metadata":{"_buckets":{"deposit":"5c07dfed-5d85-4905-92bc-c63f39dd9bbb"},"_deposit":{"created_by":15,"id":"2003114","owners":[15],"pid":{"revision_id":0,"type":"depid","value":"2003114"},"status":"published"},"_oai":{"id":"oai:glim-re.repo.nii.ac.jp:02003114","sets":["1253:1363:38:1748243768884"]},"author_link":["41740"],"item_10002_biblio_info_7":{"attribute_name":"bibliographic_information","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2025-03-10","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"23","bibliographicPageEnd":"112","bibliographicPageStart":"93","bibliographic_titles":[{"bibliographic_title":"人文","bibliographic_titleLang":"ja"},{"bibliographic_title":"Jinbun","bibliographic_titleLang":"en"}]}]},"item_10002_description_19":{"attribute_name":"フォーマット","attribute_value_mlt":[{"subitem_description":"application/pdf","subitem_description_type":"Other"}]},"item_10002_description_5":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"テキストデータの分析手法として，近年テキストマイニング（text mining）が注目を集めている。本稿では，心理学研究におけるテキストマイニングの利点と留意点を論じる。テキストマイニングを活用することで，ＫＪ法など従来の手法では十分に確保できなかった結果の再現性を担保し，データ探索を容易にし，新たな発見を促すことが可能となる。しかし，心理学研究においてこのような利点を最大限に引き出すためには，いくつかの留意点が存在する。本稿では特にデータサイズの問題に注目し，その対処法として，明瞭な目的と収束的な質問，前処理の重要性について詳述する。さらに，プログラミングの知識が十分でなくても利用可能なテキストマイニングツールを紹介し，それらを連携させることによる高度な活用法を提案する。","subitem_description_type":"Abstract"},{"subitem_description":"Text mining has recently attracted interest as a method for analyzing text data. This study discusses the advantages and considerations of text mining in psychological research. Through text mining, the reproducibility of results that cannot be sufficiently ensured by conventional methods (e.g. KJ method) can be ensured. Furthermore, it facilitates data exploration and encourages discoveries. However, considerations must be made to leverage these advantages in psychological research fully. This study focused on the issue of data size and elaborates on a clear purpose, convergent questions and the importance of pre-treatment in addressing the issue of data size. Additionally, text mining tools that can be used without requiring extensive programming knowledge are introduced. Advanced methods are proposed by linking these tools.","subitem_description_type":"Abstract"}]},"item_10002_description_6":{"attribute_name":"内容記述","attribute_value_mlt":[{"subitem_description":"研究論文","subitem_description_type":"Other"}]},"item_10002_publisher_8":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"学習院大学人文科学研究所","subitem_publisher_language":"ja"}]},"item_10002_source_id_11":{"attribute_name":"item_10002_source_id_11","attribute_value_mlt":[{"subitem_source_identifier":"AA11841726","subitem_source_identifier_type":"NCID"}]},"item_10002_source_id_9":{"attribute_name":"item_10002_source_id_9","attribute_value_mlt":[{"subitem_source_identifier":"18817920","subitem_source_identifier_type":"PISSN"}]},"item_10002_version_type_20":{"attribute_name":"出版タイプ","attribute_value_mlt":[{"subitem_version_resource":"http://purl.org/coar/version/c_970fb48d4fbd8a85","subitem_version_type":"VoR"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"藏本, 知子","creatorNameLang":"ja"},{"creatorName":"クラモト, トモコ","creatorNameLang":"ja-Kana"},{"creatorName":"Kuramoto, Tomoko","creatorNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"41740","nameIdentifierScheme":"WEKO"}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2025-06-04"}],"displaytype":"detail","filename":"jinbun_23_93_112.pdf","filesize":[{"value":"1.5 MB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"jinbun_23_93_112.pdf","objectType":"fulltext","url":"https://glim-re.repo.nii.ac.jp/record/2003114/files/jinbun_23_93_112.pdf"},"version_id":"7748d57c-70b8-4fad-8d22-da40facdc30b"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"自然言語処理","subitem_subject_scheme":"Other"},{"subitem_subject":"テキストデータ","subitem_subject_scheme":"Other"},{"subitem_subject":"対応分析","subitem_subject_scheme":"Other"},{"subitem_subject":"KH Coder","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"WordMiner","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Natural language processing","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Text data","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Correspondence analysis","subitem_subject_language":"en","subitem_subject_scheme":"Other"}]},"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":"心理学研究におけるテキストマイニングの活用","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"心理学研究におけるテキストマイニングの活用","subitem_title_language":"ja"},{"subitem_title":"シンリガク　ケンキュウ　ニオケル　テキスト　マイニング　ノ　カツヨウ","subitem_title_language":"ja-Kana"},{"subitem_title":"Application of Text Mining in Psychological Research","subitem_title_language":"en"}]},"item_type_id":"10002","owner":"15","path":["1748243768884"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2025-06-04"},"publish_date":"2025-06-04","publish_status":"0","recid":"2003114","relation_version_is_last":true,"title":["心理学研究におけるテキストマイニングの活用"],"weko_creator_id":"15","weko_shared_id":-1},"updated":"2025-07-16T05:51:52.847643+00:00"}