{"_buckets": {"deposit": "5007a35a-dc7c-442f-a90c-ab667dfa1be1"}, "_deposit": {"id": "5001", "owners": [], "pid": {"revision_id": 0, "type": "recid", "value": "5001"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/5001", "sets": ["user-ucsy"]}, "communities": ["ucsy"], "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "A Comparative Study on Transaction Database Mining Algorithms", "subitem_1551255648112": "en"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "Association Rules is the process of identifyingrelationships among set of items in transactiondatabase. Finding frequent itemsets is the mostexpensive step in Association rule discovery. Realworld datasets are sparse, dirty and containhundreds of items. In such situations, discoveringinteresting rules (results) using traditional frequentitemset mining approach is not appropriate. In thispaper, mining association rules for Transactiondatabase using FP-Growth and DynFP-Growthalgorithms is presented. FP-Growth algorithmavoids or reduces candidate generation. Moreover, itgreatly reduces the need to traverse the database.DynFP-Growth algorithm works in the same processas FP-Growth with lexicographic order, and storesat least one item is detected. Although resulting FPTreeis too large to store in memory, it is moreflexible with different support values. For theempirical study, three synthetic datasets by IBMQuest data generator is used: (a) T10I4D100K (b)T40I10D30K, and (c) T40I10D100K."}]}, "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": "2019-07-15"}], "displaytype": "preview", "download_preview_message": "", "file_order": 0, "filename": "psc2010paper (151).pdf", "filesize": [{"value": "61 Kb"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_free", "mimetype": "application/pdf", "size": 61000.0, "url": {"url": "https://meral.edu.mm/record/5001/files/psc2010paper (151).pdf"}, "version_id": "7b4d5ff0-1111-4306-a41a-8b7b4d4b09fa"}]}, "item_1583103131163": {"attribute_name": "Journal articles", "attribute_value_mlt": [{"subitem_issue": "", "subitem_journal_title": "Fifth 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": "Soe, Hay Mar"}, {"subitem_authors_fullname": "Kham, Nang Saing Moon"}]}]}, "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": "2010-12-16"}, "item_1583159847033": {"attribute_name": "Identifier", "attribute_value": "http://onlineresource.ucsy.edu.mm/handle/123456789/898"}, "item_title": "A Comparative Study on Transaction Database Mining Algorithms", "item_type_id": "21", "owner": "1", "path": ["1597824273898"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000005001", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2019-07-15"}, "publish_date": "2019-07-15", "publish_status": "0", "recid": "5001", "relation": {}, "relation_version_is_last": true, "title": ["A Comparative Study on Transaction Database Mining Algorithms"], "weko_shared_id": -1}