{"created":"2020-09-01T15:11:33.219151+00:00","id":4613,"links":{},"metadata":{"_buckets":{"deposit":"4835149f-d0bb-4773-8d39-84fe9959f70c"},"_deposit":{"id":"4613","owners":[],"pid":{"revision_id":0,"type":"recid","value":"4613"},"status":"published"},"_oai":{"id":"oai:meral.edu.mm:recid/4613","sets":["1582963302567:1597824322519"]},"communities":["ucsy"],"item_1583103067471":{"attribute_name":"Title","attribute_value_mlt":[{"subitem_1551255647225":"Joint Word Segmentation and Part-of-Speech Tagging for Myanmar Language","subitem_1551255648112":"en"}]},"item_1583103085720":{"attribute_name":"Description","attribute_value_mlt":[{"interim":"A lot of research is currently ongoing in word segmentation and POS taggingdeveloped differently with various methods. Separate word segmenters and POStaggers are also available for Myanmar Language, based on computational methodssuch as Neural Network (NN) and Hidden Markov Models (HMM). There is noresearch in joint word segmentation and POS tagging for Myanmar Language. Thus,this research intends to develop joint Myanmar word segmentation and POS taggingbased on Hidden Markov Model and morphological rules. The morphology of thelanguage through a systematic linguistic study is important in order to reveal wordsthat are significant to users such as historians, linguists.As there are no space explicitly needed between the words in Myanmarlanguage writing style, the first processing step is to break the text into units calledtokens in which each is either a word or something like a number. In wordsegmentation and POS tagging, the structure of morphological words is the mainsource of information to get the correct process of tagging. By using themorphological structure of words, eliminate irrelevant tags can be removed and thesuitable tag is found for the word. Therefore, morphological analysis is an importantpart of language engineering applications especially for morphologically rich andcomplex language like Myanmar.Most of the current research on Myanmar language used a lexicon ordictionary or corpus which lists all the word for word segmentation as an initial stageof processing. The proposed system uses HMM and morphological rules for wordsegmentation and POS tagging. The evaluation result shows that accuracy achieved94%."}]},"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":"2020-08-08"}],"displaytype":"preview","filename":"Joint Word Segmentation and POS Tagging for Myanmar Language.pdf","filesize":[{"value":"2898 Kb"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"url":"https://meral.edu.mm/record/4613/files/Joint Word Segmentation and POS Tagging for Myanmar Language.pdf"},"version_id":"3ba814df-f36a-4d56-8cfe-22a427bd1ebe"}]},"item_1583103131163":{"attribute_name":"Journal articles","attribute_value_mlt":[{"subitem_issue":"","subitem_journal_title":"University of Computer Studies, Yangon","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":"Cing, Dim Lam"},{"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":"Book"}]},"item_1583159729339":{"attribute_name":"Publication date","attribute_value":"2020-08"},"item_1583159847033":{"attribute_name":"Identifier","attribute_value":"http://onlineresource.ucsy.edu.mm/handle/123456789/2530"},"item_title":"Joint Word Segmentation and Part-of-Speech Tagging for Myanmar Language","item_type_id":"21","owner":"1","path":["1597824322519"],"publish_date":"2020-08-08","publish_status":"0","recid":"4613","relation_version_is_last":true,"title":["Joint Word Segmentation and Part-of-Speech Tagging for Myanmar Language"],"weko_creator_id":"1","weko_shared_id":-1},"updated":"2021-12-13T08:06:41.849995+00:00"}