{"created":"2020-09-01T14:08:13.350307+00:00","id":4110,"links":{},"metadata":{"_buckets":{"deposit":"700f80ac-a668-400a-aaf3-6df609923518"},"_deposit":{"id":"4110","owners":[],"pid":{"revision_id":0,"type":"recid","value":"4110"},"status":"published"},"_oai":{"id":"oai:meral.edu.mm:recid/4110","sets":["1582963302567:1597824273898"]},"communities":["ucsy"],"item_1583103067471":{"attribute_name":"Title","attribute_value_mlt":[{"subitem_1551255647225":"Classification of Publication Papers by Using K-nearest Neighbor Algorithm","subitem_1551255648112":"en"}]},"item_1583103085720":{"attribute_name":"Description","attribute_value_mlt":[{"interim":"Classification is a data mining or machine learningtechnique used to predict group membership for datainstances. Several major kinds of classificationmethod including decision tree induction method,Bayesian networks method, k-nearest neighborclassification method, case-based reasoning, geneticalgorithm and fuzzy logic techniques. Classificationis the task of deciding whether a paper belongs to aset of pre-specified classes of papers. Automaticclassification schemes can greatly facilitate theprocess of categorization. Categorization ofdocuments is challenging, as the number ofdiscriminating words can be very large. In this paper,we presented categorization of publication papersby applying k-nearest neighbor classification usingthe Euclidean Distance measure.K-nearest neighbormethod is the simplest and most straightforwardmethod among all classification methods. Hence, knearestneighbor method is used to classify differentnumber of nearest neighbors for different categories,rather than a fixed number across all categories inthis system.This system is intended to classifydifferent categories from different papers in data setsand to save time for searching papers."}]},"item_1583103108160":{"attribute_name":"Keywords","attribute_value_mlt":[{"interim":"Text Categorization"},{"interim":"Data Mining"},{"interim":"Classification"}]},"item_1583103120197":{"attribute_name":"Files","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_access","date":[{"dateType":"Available","dateValue":"2019-08-06"}],"displaytype":"preview","filename":"55231.pdf","filesize":[{"value":"466 Kb"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"url":"https://meral.edu.mm/record/4110/files/55231.pdf"},"version_id":"c012ede9-7e48-4e7e-93f0-7ea1bb441e8b"}]},"item_1583103131163":{"attribute_name":"Journal articles","attribute_value_mlt":[{"subitem_issue":"","subitem_journal_title":"Fourth Local Conference on Parallel and Soft Computing","subitem_pages":"","subitem_volume":""}]},"item_1583103147082":{"attribute_name":"Conference papers","attribute_value_mlt":[{"subitem_acronym":"","subitem_c_date":"","subitem_conference_title":"","subitem_part":"","subitem_place":"","subitem_session":"","subitem_website":""}]},"item_1583103211336":{"attribute_name":"Books/reports/chapters","attribute_value_mlt":[{"subitem_book_title":"","subitem_isbn":"","subitem_pages":"","subitem_place":"","subitem_publisher":""}]},"item_1583103233624":{"attribute_name":"Thesis/dissertations","attribute_value_mlt":[{"subitem_awarding_university":"","subitem_supervisor(s)":[{"subitem_supervisor":""}]}]},"item_1583105942107":{"attribute_name":"Authors","attribute_value_mlt":[{"subitem_authors":[{"subitem_authors_fullname":"Tun, May Zin"}]}]},"item_1583108359239":{"attribute_name":"Upload type","attribute_value_mlt":[{"interim":"Publication"}]},"item_1583108428133":{"attribute_name":"Publication type","attribute_value_mlt":[{"interim":"Article"}]},"item_1583159729339":{"attribute_name":"Publication date","attribute_value":"2009-12-30"},"item_1583159847033":{"attribute_name":"Identifier","attribute_value":"http://onlineresource.ucsy.edu.mm/handle/123456789/1812"},"item_title":"Classification of Publication Papers by Using K-nearest Neighbor Algorithm","item_type_id":"21","owner":"1","path":["1597824273898"],"publish_date":"2019-08-06","publish_status":"0","recid":"4110","relation_version_is_last":true,"title":["Classification of Publication Papers by Using K-nearest Neighbor Algorithm"],"weko_creator_id":"1","weko_shared_id":-1},"updated":"2021-12-13T01:26:09.256667+00:00"}