{"_buckets": {"deposit": "719ae4c7-b1e6-4d70-b496-cc631ae7a220"}, "_deposit": {"id": "3358", "owners": [], "pid": {"revision_id": 0, "type": "recid", "value": "3358"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/3358", "sets": ["user-ucsy"]}, "communities": ["ucsy"], "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "Big Data Analytics for Healthcare Services Using C4.5 Algorithm on Map Reduce", "subitem_1551255648112": "en"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "Healthcare industry is an ever-increasing risein the large amount of records such as doctors,patients, medicines and medical history. Althoughprevious medical records are beneficial for not onlyindividual but also human society, maintaining andanalyzing large amount of such data is a bigproblem. Traditional data mining tools areinadequate for such amount of data. Big dataanalysis can be used in various applications withdifferent domains like education, security and healthcare. This system uses MapReduce based C4.5Decision Tree algorithm for health care big data tomanage, analyze and extract the most suitable datafor right conditions. The classification rulesproduced by this system can be used to classify theparticular disease. Tuberculosis disease is used as acase study in the system."}]}, "item_1583103108160": {"attribute_name": "Keywords", "attribute_value_mlt": [{"interim": "Big data"}, {"interim": "Healthcare data"}, {"interim": "Machine Learning"}, {"interim": "Classification"}]}, "item_1583103120197": {"attribute_name": "Files", "attribute_type": "file", "attribute_value_mlt": [{"accessrole": "open_access", "date": [{"dateType": "Available", "dateValue": "2019-07-22"}], "displaytype": "preview", "download_preview_message": "", "file_order": 0, "filename": "ICCA 2019 Proceedings Book-pages-13-18.pdf", "filesize": [{"value": "719 Kb"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_free", "mimetype": "application/pdf", "size": 719000.0, "url": {"url": "https://meral.edu.mm/record/3358/files/ICCA 2019 Proceedings Book-pages-13-18.pdf"}, "version_id": "41da881b-836c-464f-a9a8-20c56d18502d"}]}, "item_1583103131163": {"attribute_name": "Journal articles", "attribute_value_mlt": [{"subitem_issue": "", "subitem_journal_title": "Seventeenth International Conference on Computer Applications(ICCA 2019)", "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": "Mung, Pau Suan"}, {"subitem_authors_fullname": "Phyu, Sabai"}]}]}, "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": "2019-02-27"}, "item_1583159847033": {"attribute_name": "Identifier", "attribute_value": "http://onlineresource.ucsy.edu.mm/handle/123456789/1117"}, "item_title": "Big Data Analytics for Healthcare Services Using C4.5 Algorithm on Map Reduce", "item_type_id": "21", "owner": "1", "path": ["1597824273898"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000003358", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2019-07-22"}, "publish_date": "2019-07-22", "publish_status": "0", "recid": "3358", "relation": {}, "relation_version_is_last": true, "title": ["Big Data Analytics for Healthcare Services Using C4.5 Algorithm on Map Reduce"], "weko_shared_id": -1}