{"_buckets": {"deposit": "b987a0ef-2680-401e-8075-8ba9fe357d57"}, "_deposit": {"id": "3796", "owners": [], "pid": {"revision_id": 0, "type": "recid", "value": "3796"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/3796", "sets": ["user-ucsy"]}, "communities": ["ucsy"], "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "Data Preprocessing-Based Comparative Study on Decision Tree Induction Algorithm", "subitem_1551255648112": "en"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "Data preprocessing is an important step in theknowledge discover process and quality decisionssuch as, real-world data which tend to beincomplete, noisy and inconsistent data. The systemuses the discretization and concept hierarchygeneration, that transforms the numeric data tocategorical values in the data preprocessingtechniques.Moreover, this paper addresses thespeed and scalability issues by proposing a dataclassification method which attributes selectionmeasure and the induction of decision tree.Myanmar is a country that its’ economy is based onagriculture. Crop production plays an importantrole in the session of agriculture. So, this systemprovides business application areas for cropinformation. This system compares decision treegeneration time and the accuracy of the datapreprocessing with and without preprocessing data."}]}, "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": "2019-07-31"}], "displaytype": "preview", "download_preview_message": "", "file_order": 0, "filename": "54109.pdf", "filesize": [{"value": "480 Kb"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_free", "mimetype": "application/pdf", "size": 480000.0, "url": {"url": "https://meral.edu.mm/record/3796/files/54109.pdf"}, "version_id": "ef820d0f-11a7-4b57-8eba-0df58cd1deb6"}]}, "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": "Myint, Khaing"}, {"subitem_authors_fullname": "Oo, Win Mar"}]}]}, "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/123456789/1526"}, "item_title": "Data Preprocessing-Based Comparative Study on Decision Tree Induction Algorithm", "item_type_id": "21", "owner": "1", "path": ["1597824273898"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000003796", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2019-07-31"}, "publish_date": "2019-07-31", "publish_status": "0", "recid": "3796", "relation": {}, "relation_version_is_last": true, "title": ["Data Preprocessing-Based Comparative Study on Decision Tree Induction Algorithm"], "weko_shared_id": -1}