{"_buckets": {"deposit": "569e08cc-74c8-40bd-9be6-09f1e3333d0e"}, "_deposit": {"id": "4804", "owners": [], "pid": {"revision_id": 0, "type": "recid", "value": "4804"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/4804", "sets": ["user-ucsy"]}, "communities": ["ucsy"], "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "Lexicon Based Sentiment Analysis of Students’ Feedback Comments", "subitem_1551255648112": "en"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "Sentiment analysis is used to determinesentiments, emotions and attitude of user. Ineducational evaluation, sentiment analysis isimplemented in teaching evaluation in order toexplore the answers obtained from open-endedquestions. Students’ feedback has numerousadvantages in education, however, analyzingfeedback while teaching is both stressful and timeconsuming. To address this problem, we propose toanalyze the students’ text feedback automaticallyusing lexicon based sentiment analysis to predictteaching performance. A database of Englishsentiment words is created as a lexical source to getthe polarity of words. By analyzing the sentimentinformation extracting from students’ feedbackrelated to teaching style of their teachers, we areable to determine whether the students’ text feedbackare positive or negative opinion. This system showsthe opinion result of teachers that is represented aseither strongly negative, negative, weakly negative,strongly positive, positive, weakly positive or neutral."}]}, "item_1583103108160": {"attribute_name": "Keywords", "attribute_value": []}, "item_1583103120197": {"attribute_name": "Files", "attribute_type": "file", "attribute_value": []}, "item_1583103131163": {"attribute_name": "Journal articles", "attribute_value_mlt": [{"subitem_issue": "", "subitem_journal_title": "Fifteenth International Conference on Computer Applications(ICCA 2017)", "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, Khin Zezawar"}, {"subitem_authors_fullname": "Myo, Nyein Nyein"}]}]}, "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": "2017-02-16"}, "item_1583159847033": {"attribute_name": "Identifier", "attribute_value": "http://onlineresource.ucsy.edu.mm/handle/123456789/700"}, "item_title": "Lexicon Based Sentiment Analysis of Students’ Feedback Comments", "item_type_id": "21", "owner": "1", "path": ["1597824273898"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000004804", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2019-07-11"}, "publish_date": "2019-07-11", "publish_status": "0", "recid": "4804", "relation": {}, "relation_version_is_last": true, "title": ["Lexicon Based Sentiment Analysis of Students’ Feedback Comments"], "weko_shared_id": -1}