{"created":"2023-05-15T10:55:01.936027+00:00","id":623,"links":{},"metadata":{"_buckets":{"deposit":"78d13fc4-578e-4433-a717-68ae9df32dbe"},"_deposit":{"created_by":5,"id":"623","owners":[5],"pid":{"revision_id":0,"type":"depid","value":"623"},"status":"published"},"_oai":{"id":"oai:ipu.repo.nii.ac.jp:00000623","sets":["9:10:49"]},"author_link":["4250","4251","4252","4253","4254","4255","4256","4257"],"control_number":"623","item_10002_biblio_info_7":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2019-03-31","bibliographicIssueDateType":"Issued"},"bibliographicPageEnd":"33","bibliographicPageStart":"25","bibliographicVolumeNumber":"14","bibliographic_titles":[{"bibliographic_title":"環太平洋大学研究紀要","bibliographic_titleLang":"ja"},{"bibliographic_title":"BULLETIN OF INTERNATIONAL PACIFIC UNIVERSITY","bibliographic_titleLang":"en"}]}]},"item_10002_description_5":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"At the fifty-first national conference of the Japan Association for Language Education and Technology (LET), we reported the possibility of using a neural network to make short-term predictions of language test scores if they are in a chaotic time-series. At that time, one possible area for further development was increasing the accuracy of the prediction. In our presentation, we will discuss the utility of improving accuracy by applying Takens’ theorem to the short-term chaotic time-series prediction using the well-known Backpropagation Method.","subitem_description_language":"en","subitem_description_type":"Abstract"}]},"item_10002_identifier_registration":{"attribute_name":"ID登録","attribute_value_mlt":[{"subitem_identifier_reg_text":"10.24767/00000613","subitem_identifier_reg_type":"JaLC"}]},"item_10002_publisher_24":{"attribute_name":"出版者（英）","attribute_value_mlt":[{"subitem_publisher":"INTERNATIONAL PACIFIC UNIVERSITY","subitem_publisher_language":"en"}]},"item_10002_publisher_8":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"環太平洋大学","subitem_publisher_language":"ja"}]},"item_10002_source_id_9":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"1882-479X","subitem_source_identifier_type":"ISSN"}]},"item_10002_subject_21":{"attribute_name":"日本十進分類法","attribute_value_mlt":[{"subitem_subject":"007","subitem_subject_scheme":"NDC"},{"subitem_subject":"410","subitem_subject_scheme":"NDC"}]},"item_10002_version_type_20":{"attribute_name":"著者版フラグ","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":"木戸, 和彦","creatorNameLang":"ja"},{"creatorName":"キド, カズヒコ","creatorNameLang":"ja-Kana"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"福田, 衣里","creatorNameLang":"ja"},{"creatorName":"フクダ, エリ","creatorNameLang":"ja-Kana"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"橋本, 信一","creatorNameLang":"ja"},{"creatorName":"ハシモト, シンイチ","creatorNameLang":"ja-Kana"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"岡崎, 弘信","creatorNameLang":"ja"},{"creatorName":"オカザキ, ヒロノブ","creatorNameLang":"ja-Kana"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"KIDO, Kazuhiko","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"FUKUDA, Eri","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"HASHIMOTO, Shinichi","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"OKAZAKI, Hironobu","creatorNameLang":"en"}],"nameIdentifiers":[{}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2019-05-15"}],"displaytype":"detail","filename":"研究紀要第14号_03.pdf","filesize":[{"value":"2.2 MB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"研究紀要第14号_03","url":"https://ipu.repo.nii.ac.jp/record/623/files/研究紀要第14号_03.pdf"},"version_id":"8eea7d9c-8f17-4ba6-84a7-a7f1baa83627"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"Neural Network","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Short-term Prediction","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Takens’ Embedding Theorem","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Test Score","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"e-Learning","subitem_subject_language":"en","subitem_subject_scheme":"Other"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"eng"}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourcetype":"departmental bulletin paper","resourceuri":"http://purl.org/coar/resource_type/c_6501"}]},"item_title":"Short-term Prediction of a Test Score Using the BP Method with Takens’ Embedding Theorem in a Neural Network","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Short-term Prediction of a Test Score Using the BP Method with Takens’ Embedding Theorem in a Neural Network","subitem_title_language":"en"},{"subitem_title":"ターケンスの埋め込み定理を組み込んだニューラルネットワークの BP法を用いたテストスコアの短期予測","subitem_title_language":"ja"}]},"item_type_id":"10002","owner":"5","path":["49"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2019-05-15"},"publish_date":"2019-05-15","publish_status":"0","recid":"623","relation_version_is_last":true,"title":["Short-term Prediction of a Test Score Using the BP Method with Takens’ Embedding Theorem in a Neural Network"],"weko_creator_id":"5","weko_shared_id":-1},"updated":"2023-09-17T06:52:57.012364+00:00"}