{"_buckets": {"deposit": "77de9826-0eef-4bbe-ad83-220fbd0807c8"}, "_deposit": {"id": "3324", "owners": [], "pid": {"revision_id": 0, "type": "recid", "value": "3324"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/3324", "sets": ["user-ucsy"]}, "communities": ["ucsy"], "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "Evolutionary Neural Network for Classification of Web Page", "subitem_1551255648112": "en"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "As with the growth of internet and relatedtechnologies, more and more content werepublished on the World Wide Web. Automaticclassification of web page according to theircategory or label is of benefit for manyorganization, for example focused search engineand news portal. Neural network are popularmachine learning algorithm and were used forclassification problem. Traditional neural networkare trained by back-propagation algorithm whichis a local search algorithm and can easily trappedin local optima. Genetic algorithms are types ofevolutionary algorithm where multiple solutionmimics natural evolution to solve the problem.This paper presents a web page classificationsystem using neural network trained with thegenetic algorithm."}]}, "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": "2019-07-19"}], "displaytype": "preview", "download_preview_message": "", "file_order": 0, "filename": "237_PDFsam_PSC_final proof.pdf", "filesize": [{"value": "243 Kb"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_free", "mimetype": "application/pdf", "size": 243000.0, "url": {"url": "https://meral.edu.mm/record/3324/files/237_PDFsam_PSC_final proof.pdf"}, "version_id": "4337534b-0ceb-4781-b3ad-145a6ad9362f"}]}, "item_1583103131163": {"attribute_name": "Journal articles", "attribute_value_mlt": [{"subitem_issue": "", "subitem_journal_title": "Eighth 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": "Yee, Su Mon"}]}]}, "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": "2017-12-27"}, "item_1583159847033": {"attribute_name": "Identifier", "attribute_value": "http://onlineresource.ucsy.edu.mm/handle/123456789/1086"}, "item_title": "Evolutionary Neural Network for Classification of Web Page", "item_type_id": "21", "owner": "1", "path": ["1597824273898"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000003324", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2019-07-19"}, "publish_date": "2019-07-19", "publish_status": "0", "recid": "3324", "relation": {}, "relation_version_is_last": true, "title": ["Evolutionary Neural Network for Classification of Web Page"], "weko_shared_id": -1}