{"updated":"2025-01-21T20:22:07.074603+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00078813","sets":["1164:6089:6414:6607"]},"path":["6607"],"owner":"10","recid":"78813","title":["統計的パターン認識の可視化手法を用いた内視鏡教育における学習者の誤り傾向分析"],"pubdate":{"attribute_name":"公開日","attribute_value":"2011-11-24"},"_buckets":{"deposit":"f4a4884b-81f0-4415-89d6-027ef7f31b08"},"_deposit":{"id":"78813","pid":{"type":"depid","value":"78813","revision_id":0},"owners":[10],"status":"published","created_by":10},"item_title":"統計的パターン認識の可視化手法を用いた内視鏡教育における学習者の誤り傾向分析","author_link":["0","0"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"統計的パターン認識の可視化手法を用いた内視鏡教育における学習者の誤り傾向分析"},{"subitem_title":"Analysis of Student Scores in Endoscopic Education by Means of Visualization in Statistical Pattern Recognition","subitem_title_language":"en"}]},"item_type_id":"4","publish_date":"2011-11-24","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"山口大学大学情報機構メディア基盤センター"},{"subitem_text_value":"山口大学大学院医学系研究科"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Media and Information Technology Center, Yamaguchi University","subitem_text_language":"en"},{"subitem_text_value":"Graduate School of Medicine, Yamaguchi 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/78813/files/IPSJ-CLE11006002.pdf"},"date":[{"dateType":"Available","dateValue":"2013-11-24"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-CLE11006002.pdf","filesize":[{"value":"460.3 kB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"660","billingrole":"5"},{"tax":["include_tax"],"price":"330","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"45"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"bbb53ee3-71d3-41d2-b937-fe24e660f97e","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2011 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"小柏, 香穂理"},{"creatorName":"浜本, 義彦"}],"nameIdentifiers":[{}]}]},"item_4_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Kahori, Ogashiwa","creatorNameLang":"en"},{"creatorName":"Yoshihiko, Hamamoto","creatorNameLang":"en"}],"nameIdentifiers":[{}]}]},"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_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"本研究では，統計的パターン認識の可視化手法により，内視鏡教育における学習者の誤り傾向を分析する．そのため，学習者を多次元ベクトルとして捉え，その学習者を Sammon 法により可視化する．多次元空間上の学習者の可視化により，人間の直感を活用した誤り傾向の解析が可能となる．医学生の学習履歴データを用いた実験から解答の誤りが類似した集団を捉えることができ，誤り傾向の類似性に着目した指導が期待される．","subitem_description_type":"Other"}]},"item_4_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"This study adopts a visualization method in statistical pattern recognition to analyze the test results of medical students in endoscopic education. The students are represented as multi-dimensional vectors and plotted on a two-dimensional space by means of the Sammon method in statistical pattern recognition. The results indicate that students can be classified into groups, i.e., clusters in which they have similar mistake-making results.","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"5","bibliographic_titles":[{"bibliographic_title":"研究報告教育学習支援情報システム（CLE）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2011-11-24","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"2","bibliographicVolumeNumber":"2011-CLE-6"}]},"relation_version_is_last":true,"weko_creator_id":"10"},"created":"2025-01-18T23:33:57.419346+00:00","id":78813,"links":{}}