Log in
Language:

MERAL Myanmar Education Research and Learning Portal

  • Top
  • Universities
  • Ranking
To
lat lon distance
To

Field does not validate



Index Link

Index Tree

Please input email address.

WEKO

One fine body…

WEKO

One fine body…

Item

{"_buckets": {"deposit": "f6a523e3-d854-484e-9055-b72efaf81452"}, "_deposit": {"id": "4338", "owners": [], "pid": {"revision_id": 0, "type": "recid", "value": "4338"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/4338", "sets": ["user-ucsy"]}, "communities": ["ucsy"], "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "A Comparison of Naïve Bayesian and Nearest Neighbor Cosine Classifiers for Myanmar Word Sense Disambiguation", "subitem_1551255648112": "en_US"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "This paper presents Word SenseDisambiguation for Myanmar Language.Word Sense Disambiguation (WSD) is anintermediate but an important step in NaturalLanguage processing. WSD is defined as thetask of finding the correct sense of a word ina specific context.WSD systems can help toimprove the performance of statisticalmachine translation (MT) system. In the mostused classifiers, Nearest Neighbor Cosine(NNC) model has excellent performance, andNaïve Bayesian (NB) is preferred byresearchers for it is simple and useful. In thispaper, we choose NNC and NB as classifiersto disambiguate ambiguous Myanmar wordswith part-of-speech ‘noun’, ‘verb’ and‘adjective’. The WSD module developed herewill be used as a complement to improveMyanmar-English machine translationsystem. As an advantage, the system canimprove the accuracy of Myanmar to Englishlanguage translation. We present acomparison of two methods in ourexperiments."}]}, "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": "2019-09-25"}], "displaytype": "preview", "download_preview_message": "", "file_order": 0, "filename": "10062.pdf", "filesize": [{"value": "755 Kb"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_free", "mimetype": "application/pdf", "size": 755000.0, "url": {"url": "https://meral.edu.mm/record/4338/files/10062.pdf"}, "version_id": "b5378e6d-cf4f-4794-92b8-160565f9f883"}]}, "item_1583103131163": {"attribute_name": "Journal articles", "attribute_value_mlt": [{"subitem_issue": "", "subitem_journal_title": "Tenth International Conference On Computer Applications (ICCA 2012)", "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": "Aung, Nyein Thwet Thwet"}, {"subitem_authors_fullname": "Soe, Khin Mar"}, {"subitem_authors_fullname": "Thein, Ni Lar"}]}]}, "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": "2012-02-28"}, "item_1583159847033": {"attribute_name": "Identifier", "attribute_value": "http://onlineresource.ucsy.edu.mm/handle/123456789/2275"}, "item_title": "A Comparison of Naïve Bayesian and Nearest Neighbor Cosine Classifiers for Myanmar Word Sense Disambiguation", "item_type_id": "21", "owner": "1", "path": ["1597824273898"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000004338", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2019-09-25"}, "publish_date": "2019-09-25", "publish_status": "0", "recid": "4338", "relation": {}, "relation_version_is_last": true, "title": ["A Comparison of Naïve Bayesian and Nearest Neighbor Cosine Classifiers for Myanmar Word Sense Disambiguation"], "weko_shared_id": -1}
  1. University of Computer Studies, Yangon
  2. Conferences

A Comparison of Naïve Bayesian and Nearest Neighbor Cosine Classifiers for Myanmar Word Sense Disambiguation

http://hdl.handle.net/20.500.12678/0000004338
http://hdl.handle.net/20.500.12678/0000004338
ce13d463-b9a2-409e-8f36-2579c9576e87
f6a523e3-d854-484e-9055-b72efaf81452
None
Preview
Name / File License Actions
10062.pdf 10062.pdf (755 Kb)
Back
0
0
views
downloads
See details
Views Downloads

Versions

Ver.1 2020-09-01 14:31:33.122759
Show All versions

Share

Mendeley Twitter Facebook Print Addthis

Export

OAI-PMH
  • OAI-PMH DublinCore
Other Formats
  • JSON

Confirm


Back to MERAL


Back to MERAL