{"created":"2023-05-15T12:25:45.084913+00:00","id":1068,"links":{},"metadata":{"_buckets":{"deposit":"4b2687ad-1a26-405c-8e10-a29cd8569a80"},"_deposit":{"created_by":4,"id":"1068","owners":[4],"pid":{"revision_id":0,"type":"depid","value":"1068"},"status":"published"},"_oai":{"id":"oai:kait.repo.nii.ac.jp:00001068","sets":["2:16:42:125"]},"author_link":[],"item_10002_biblio_info_7":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2011-03-20","bibliographicIssueDateType":"Issued"},"bibliographicPageEnd":"62","bibliographicPageStart":"57","bibliographicVolumeNumber":"35","bibliographic_titles":[{"bibliographic_title":"神奈川工科大学研究報告.B,理工学編"}]}]},"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":"This paper proposes a knowledge discovery system that aims to predict future behavior of time-series data. The points of this system are twofold. First, we develop a flexible query language, which is named temporal query language, TQL for short. Similar to the regular expression on the text strings, TQL can express a combination of patterns using temporal operators. Second, we develop a powerful data mining algorithm that is based on decision tree learning. The algorithm starts with a given set of patterns, which is called clues, and then express time-series data in terms of the clues. In order to make a better prediction, we develop a mechanism that improves the quality of the clues. The essential idea of the mechanism is based on the genetic algorithm. This paper describes details on the system and results of the experiment.","subitem_description_language":"en","subitem_description_type":"Abstract"}]},"item_10002_identifier_registration":{"attribute_name":"ID登録","attribute_value_mlt":[{"subitem_identifier_reg_text":"10.34411/00001061","subitem_identifier_reg_type":"JaLC"}]},"item_10002_publisher_8":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"神奈川工科大学"}]},"item_10002_source_id_11":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA12669200","subitem_source_identifier_type":"NCID"}]},"item_10002_source_id_9":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"09161902","subitem_source_identifier_type":"PISSN"}]},"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":"杉村, 博","creatorNameLang":"ja"}]},{"creatorNames":[{"creatorName":"松本, 一教","creatorNameLang":"ja"}]},{"creatorNames":[{"creatorName":"Sugimura, Hiroshi","creatorNameLang":"en"}]},{"creatorNames":[{"creatorName":"Matsumoto, Kazunori","creatorNameLang":"en"}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2012-03-03"}],"displaytype":"detail","filename":"kkb-035-010.pdf","filesize":[{"value":"1.5 MB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"kkb-035-010.pdf","objectType":"fulltext","url":"https://kait.repo.nii.ac.jp/record/1068/files/kkb-035-010.pdf"},"version_id":"f8807b9e-9cc2-4c76-95d8-5774097edd77"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"data mining","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"time-series data","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"dynamic time warping","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"decision tree","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"genetic algorithm","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":"資源タイプ","attribute_value_mlt":[{"resourcetype":"departmental bulletin paper","resourceuri":"http://purl.org/coar/resource_type/c_6501"}]},"item_title":"時系列データクエリ言語と遺伝的アルゴリズムを基にした知識発見システム","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"時系列データクエリ言語と遺伝的アルゴリズムを基にした知識発見システム","subitem_title_language":"ja"},{"subitem_title":"Knowledge Discovery System based on a Temporal Query Language and the Genetic Algorithm","subitem_title_language":"en"}]},"item_type_id":"10002","owner":"4","path":["125"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2020-11-24"},"publish_date":"2020-11-24","publish_status":"0","recid":"1068","relation_version_is_last":true,"title":["時系列データクエリ言語と遺伝的アルゴリズムを基にした知識発見システム"],"weko_creator_id":"4","weko_shared_id":-1},"updated":"2023-08-04T09:20:23.324526+00:00"}