{"_buckets": {"deposit": "91d18845-a413-4e6b-a468-eee84fdd4339"}, "_deposit": {"id": "4975", "owners": [], "pid": {"revision_id": 0, "type": "recid", "value": "4975"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/4975", "sets": ["user-ucsy"]}, "communities": ["ucsy"], "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "Automatic Mining of Verb Affixes for Myanmar Language with Unsupervised learning by using N-Grams", "subitem_1551255648112": "en"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "A separable verb is a verb that is composed of averb stem and a separable affix which is called verbaffixes. Mining of verb affixes is to extract thevarious forms of verb affixes from any Myanmarsentences. A Method for mining verb affixes inMyanmar language is presented in this paper. Anunsupervised learning approach is used to extractaffixes for various forms of verbs from Myanmarsentences since the verb affixes are supported torestrict verb from any Myanmar sentences. Myanmartexts sentences are analyzed to mine various forms ofverbs. Unsupervised learning is the task of learningwithout labeled data in NLP application. SinceMyanmar sentences are written with no specialdelimiter such as space to indicate word boundary,merging based syllable segmentation method is usedto indicate word boundary. Verb affixes areextracted from these sentences by using N-Gramsmethod. The system is implemented using java."}]}, "item_1583103108160": {"attribute_name": "Keywords", "attribute_value_mlt": [{"interim": "Unsupervised learning"}, {"interim": "N-Grams"}, {"interim": "Affixes"}, {"interim": "Syllable based merging"}]}, "item_1583103120197": {"attribute_name": "Files", "attribute_type": "file", "attribute_value_mlt": [{"accessrole": "open_access", "date": [{"dateType": "Available", "dateValue": "2019-07-12"}], "displaytype": "preview", "download_preview_message": "", "file_order": 0, "filename": "psc2010paper (140).pdf", "filesize": [{"value": "258 Kb"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_free", "mimetype": "application/pdf", "size": 258000.0, "url": {"url": "https://meral.edu.mm/record/4975/files/psc2010paper (140).pdf"}, "version_id": "fabdc856-d8dd-4f60-9c58-0350e4f94939"}]}, "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": "Than, Shalle Soe"}, {"subitem_authors_fullname": "Pa, Win Pa"}]}]}, "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/123456789/873"}, "item_title": "Automatic Mining of Verb Affixes for Myanmar Language with Unsupervised learning by using N-Grams", "item_type_id": "21", "owner": "1", "path": ["1597824273898"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000004975", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2019-07-12"}, "publish_date": "2019-07-12", "publish_status": "0", "recid": "4975", "relation": {}, "relation_version_is_last": true, "title": ["Automatic Mining of Verb Affixes for Myanmar Language with Unsupervised learning by using N-Grams"], "weko_shared_id": -1}