{"_buckets": {"deposit": "9cb5f5cb-511a-4183-9c46-9bcce4a50445"}, "_deposit": {"id": "4212", "owners": [], "pid": {"revision_id": 0, "type": "recid", "value": "4212"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/4212", "sets": ["user-ucsy"]}, "communities": ["ucsy"], "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "Multi-category Classification of Web Pages by using Random Forest Classifier", "subitem_1551255648112": "en"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "To classify Web objects into predefined semanticstructure is called the Web Page classification. Oneof the most essential technique for Web Mining isthe automatic web page classification given that theweb is a huge repository of various informationincluding images, videos etc. And there is a need forcategorization web pages to satisfy user needs. Theclassification of web pages into each categoryexclusively relies on man power which cost muchtime and effort. To alleviate this manuallyclassification problem, more researchers focus onthe issue of web pages classification technology. Inthis paper, we proposed Random Forest Classifier(RF) based on random forest method for multicategoryweb page classification. The proposed RFclassifier can classify web pages efficientlyaccording to their corresponding class without usingother feature selection methods. We compared theaccuracy of the proposed approach to decision treeclassifier using in the same Yahoo web pages. Theexperiments have shown that the proposed approachis suitable for the multi-category web pageclassification."}]}, "item_1583103108160": {"attribute_name": "Keywords", "attribute_value": []}, "item_1583103120197": {"attribute_name": "Files", "attribute_type": "file", "attribute_value_mlt": [{"accessrole": "open_access", "date": [{"dateType": "Available", "dateValue": "2019-08-06"}], "displaytype": "preview", "download_preview_message": "", "file_order": 0, "filename": "59014.pdf", "filesize": [{"value": "124 Kb"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_free", "mimetype": "application/pdf", "size": 124000.0, "url": {"url": "https://meral.edu.mm/record/4212/files/59014.pdf"}, "version_id": "f44aed23-6ceb-466e-830b-88aefe99f18b"}]}, "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": "Aung, Win Thanda"}, {"subitem_authors_fullname": "Nyunt, Thi Thi Soe"}]}]}, "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/123456789/1905"}, "item_title": "Multi-category Classification of Web Pages by using Random Forest Classifier", "item_type_id": "21", "owner": "1", "path": ["1597824273898"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000004212", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2019-08-06"}, "publish_date": "2019-08-06", "publish_status": "0", "recid": "4212", "relation": {}, "relation_version_is_last": true, "title": ["Multi-category Classification of Web Pages by using Random Forest Classifier"], "weko_shared_id": -1}