{"_buckets": {"deposit": "7acc9c57-995c-4549-bec4-e77e5ccb209f"}, "_deposit": {"id": "4827", "owners": [], "pid": {"revision_id": 0, "type": "recid", "value": "4827"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/4827", "sets": ["user-ucsy"]}, "communities": ["ucsy"], "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "CRF-based Named Entity Recognition for Myanmar Language", "subitem_1551255648112": "en"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "Named Entity recognition (NER) is a subtask of information extraction and information retrieval that automatically identify proper nounsin texts and classify into predefined categories of name types. This paper introduces the effort on identification and classification of Named Entities inwritten Myanmar scripts in a statistical way. A statistical approach forNER of Myanmar Language using one of the supervised machine learningapproaches called Conditional Random Fields (CRF) has been proposed forthis task."}]}, "item_1583103108160": {"attribute_name": "Keywords", "attribute_value_mlt": [{"interim": "Named Entity Recognition"}, {"interim": "Myanmar Language"}, {"interim": "CRF"}]}, "item_1583103120197": {"attribute_name": "Files", "attribute_type": "file", "attribute_value": []}, "item_1583103131163": {"attribute_name": "Journal articles", "attribute_value_mlt": [{"subitem_issue": "", "subitem_journal_title": "The Tenth International Conference on Genetic and Evolutionary Computing (ICGEC 2016)", "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": "Mo, Hsu Myat"}, {"subitem_authors_fullname": "Nwet, Khin Thandar"}, {"subitem_authors_fullname": "Soe, Khin 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": "2016-10-21"}, "item_1583159847033": {"attribute_name": "Identifier", "attribute_value": "978-3-319-48489-1"}, "item_title": "CRF-based Named Entity Recognition for Myanmar Language", "item_type_id": "21", "owner": "1", "path": ["1597824175385"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000004827", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2019-07-11"}, "publish_date": "2019-07-11", "publish_status": "0", "recid": "4827", "relation": {}, "relation_version_is_last": true, "title": ["CRF-based Named Entity Recognition for Myanmar Language"], "weko_shared_id": -1}