{"created":"2023-05-15T11:58:44.652000+00:00","id":4889,"links":{},"metadata":{"_buckets":{"deposit":"ea1c15e6-4516-4337-9c5a-5b329b1c2320"},"_deposit":{"created_by":3,"id":"4889","owners":[3],"pid":{"revision_id":0,"type":"depid","value":"4889"},"status":"published"},"_oai":{"id":"oai:kyutech.repo.nii.ac.jp:00004889","sets":["8:24"]},"author_link":["19610","19609","6421","19608"],"item_21_biblio_info_6":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2008","bibliographicIssueDateType":"Issued"},"bibliographicPageEnd":"350","bibliographicPageStart":"328","bibliographicVolumeNumber":"5390","bibliographic_titles":[{"bibliographic_title":"Lecture Notes in Computer Science"}]}]},"item_21_description_4":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"This paper presents a framework of rule generation in Non-deterministic Information Systems (NISs), which follows rough sets based rule generation in Deterministic Information Systems (DISs). Our previous work about NISs coped with certain rules, minimal certain rules and possible rules. These rules are characterized by the concept of consistency. This paper relates possible rules to rules by the criteria support and accuracy in NISs. On the basis of the information incompleteness in NISs, it is possible to define new criteria, i.e., minimum support, maximum support, minimum accuracy and maximum accuracy. Then, two strategies of rule generation are proposed based on these criteria. The first strategy is Lower Approximation strategy, which defines rule generation under the worst condition. The second strategy is Upper Approximation strategy, which defines rule generation under the best condition. To implement these strategies, we extend Apriori algorithm in DISs to Apriori algorithm in NISs. A prototype system is implemented, and this system is applied to some data sets with incomplete information.","subitem_description_type":"Abstract"}]},"item_21_description_60":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"subitem_description":"Journal Article","subitem_description_type":"Other"}]},"item_21_link_62":{"attribute_name":"研究者情報","attribute_value_mlt":[{"subitem_link_url":"https://hyokadb02.jimu.kyutech.ac.jp/html/133_ja.html"}]},"item_21_publisher_7":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"Springer Berlin/Heidelberg"}]},"item_21_relation_12":{"attribute_name":"DOI","attribute_value_mlt":[{"subitem_relation_type":"isVersionOf","subitem_relation_type_id":{"subitem_relation_type_id_text":"info:doi/10.1007/978-3-540-89876-4_18","subitem_relation_type_select":"DOI"}}]},"item_21_relation_14":{"attribute_name":"情報源","attribute_value_mlt":[{"subitem_relation_name":[{"subitem_relation_name_text":"https://doi.org/10.1007/978-3-540-89876-4_18"}],"subitem_relation_type_id":{"subitem_relation_type_id_text":"https://doi.org/10.1007/978-3-540-89876-4_18","subitem_relation_type_select":"DOI"}}]},"item_21_relation_9":{"attribute_name":"ISBN","attribute_value_mlt":[{"subitem_relation_type_id":{"subitem_relation_type_id_text":"978-3-540-89875-7","subitem_relation_type_select":"ISBN"}},{"subitem_relation_type_id":{"subitem_relation_type_id_text":"978-3-540-89876-4","subitem_relation_type_select":"ISBN"}}]},"item_21_rights_13":{"attribute_name":"権利","attribute_value_mlt":[{"subitem_rights":"Springer Verlag"},{"subitem_rights":"The final publication is available at Springer via http://dx.doi.org/10.1007/978-3-540-89876-4_18"}]},"item_21_select_59":{"attribute_name":"査読の有無","attribute_value_mlt":[{"subitem_select_item":"yes"}]},"item_21_source_id_10":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA0071599X","subitem_source_identifier_type":"NCID"}]},"item_21_source_id_8":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"0302-9743","subitem_source_identifier_type":"ISSN"}]},"item_21_text_28":{"attribute_name":"論文ID（連携）","attribute_value_mlt":[{"subitem_text_value":"10022193"}]},"item_21_text_36":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"Mathematical Sciences Section, Department of Basic Sciences, Faculty of Engineering, Kyushu Institute of Technology"},{"subitem_text_value":"Mathematical Sciences Section, Department of Basic Sciences, Faculty of Engineering, Kyushu Institute of Technology"},{"subitem_text_value":"Mathematical Sciences Section, Department of Basic Sciences, Faculty of Engineering, Kyushu Institute of Technology"},{"subitem_text_value":"Faculty of Management and Information Science, Josai International University"}]},"item_21_text_63":{"attribute_name":"連携ID","attribute_value_mlt":[{"subitem_text_value":"6076"}]},"item_21_version_type_58":{"attribute_name":"著者版フラグ","attribute_value_mlt":[{"subitem_version_resource":"http://purl.org/coar/version/c_ab4af688f83e57aa","subitem_version_type":"AM"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorAffiliations":[{"affiliationNameIdentifiers":[],"affiliationNames":[{"affiliationName":""}]}],"creatorNames":[{"creatorName":"Sakai, H","creatorNameLang":"en"},{"creatorName":"酒井, 浩","creatorNameLang":"ja"},{"creatorName":"サカイ, ヒロシ","creatorNameLang":"ja-Kana"}],"familyNames":[{},{},{}],"givenNames":[{},{},{}],"nameIdentifiers":[{},{},{},{}]},{"creatorNames":[{"creatorName":"Ishibashi,  Ryuji"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Koba,  Kazuhiro"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Nakata,  Michinori"}],"nameIdentifiers":[{}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2017-04-06"}],"displaytype":"detail","filename":"LNCS5390_328.pdf","filesize":[{"value":"343.0 kB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"LNCS5390_328.pdf","url":"https://kyutech.repo.nii.ac.jp/record/4889/files/LNCS5390_328.pdf"},"version_id":"c490c3fe-aa1d-4c55-ba50-4383cf0c174a"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"Rough sets","subitem_subject_scheme":"Other"},{"subitem_subject":"Non-deterministic information","subitem_subject_scheme":"Other"},{"subitem_subject":"Incomplete information","subitem_subject_scheme":"Other"},{"subitem_subject":"Rule generation","subitem_subject_scheme":"Other"},{"subitem_subject":"Lower and upper approximations","subitem_subject_scheme":"Other"},{"subitem_subject":"Apriori algorithm","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":"journal article","resourceuri":"http://purl.org/coar/resource_type/c_6501"}]},"item_title":"Rules and Apriori Algorithm in Non-deterministic Information Systems","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Rules and Apriori Algorithm in Non-deterministic Information Systems"}]},"item_type_id":"21","owner":"3","path":["24"],"pubdate":{"attribute_name":"公開日","attribute_value":"2017-04-06"},"publish_date":"2017-04-06","publish_status":"0","recid":"4889","relation_version_is_last":true,"title":["Rules and Apriori Algorithm in Non-deterministic Information Systems"],"weko_creator_id":"3","weko_shared_id":3},"updated":"2023-10-25T08:13:41.223736+00:00"}