{"_buckets": {"deposit": "8c88c775-db40-4738-abce-bb73bb64dfdb"}, "_deposit": {"created_by": 45, "id": "3022", "owner": "45", "owners": [45], "owners_ext": {"displayname": "", "username": ""}, "pid": {"revision_id": 0, "type": "recid", "value": "3022"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/3022", "sets": ["user-uit"]}, "communities": ["uit"], "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "Summarization by Feature-Opinion Pairs from Web Opinion Sources", "subitem_1551255648112": "en"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "With the rapidly growth Internet, web opinion sources is also dynamically developed. The valuable information useful for both customers and manufactures expressed over them. One of the important types of information on the Web are opinions expressed in the user generated content e.g., customer reviews of products, forum posts, and blogs. These are written in natural languages and are unstructured-free-texts scheme. Therefore, opinion mining techniques become popular to automatically process customer reviews for extracting product features and opinions from each sentence. In this paper, we dedicate our work to the main subtask of summarization for the product. Therefore, product feature and opinion extraction is critical because its effectiveness significantly affects the identification of semantic relationships. The Probabilistic based model of supervised learning and dependency tree will improve the result that is more flexible and effective."}]}, "item_1583103108160": {"attribute_name": "Keywords", "attribute_value_mlt": [{"interim": "Opinion Mining"}, {"interim": "Summarization"}, {"interim": "Sentiment Analysis"}, {"interim": "Text Mining"}, {"interim": "Dependency Grammar"}]}, "item_1583103120197": {"attribute_name": "Files", "attribute_type": "file", "attribute_value_mlt": [{"accessrole": "open_access", "date": [{"dateType": "Available", "dateValue": "2020-08-22"}], "displaytype": "preview", "download_preview_message": "", "file_order": 0, "filename": "Summarization by Feature-Opinion Pairs from Web Opinion Sources.pdf", "filesize": [{"value": "401 Kb"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "mimetype": "application/pdf", "size": 401000.0, "url": {"url": "https://meral.edu.mm/record/3022/files/Summarization by Feature-Opinion Pairs from Web Opinion Sources.pdf"}, "version_id": "9a2a73ba-583e-4482-82a3-b6b82298117b"}]}, "item_1583103147082": {"attribute_name": "Conference papers", "attribute_value_mlt": [{"subitem_acronym": "ICSE", "subitem_c_date": "12-13 December 2015", "subitem_conference_title": "The Sixth International Conference on Science and Engineering, 2015", "subitem_place": "Yangon Technological University", "subitem_website": "https://ytu.edu.mm/about-icse/"}]}, "item_1583105942107": {"attribute_name": "Authors", "attribute_value_mlt": [{"subitem_authors": [{"subitem_authors_fullname": "Dim En Nyaung"}, {"subitem_authors_fullname": "Thin Lai Lai Thein"}]}]}, "item_1583108359239": {"attribute_name": "Upload type", "attribute_value_mlt": [{"interim": "Publication"}]}, "item_1583108428133": {"attribute_name": "Publication type", "attribute_value_mlt": [{"interim": "Conference paper"}]}, "item_1583159729339": {"attribute_name": "Publication date", "attribute_value": "2015-12-13"}, "item_title": "Summarization by Feature-Opinion Pairs from Web Opinion Sources", "item_type_id": "21", "owner": "45", "path": ["1596102355557"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000003022", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2020-08-22"}, "publish_date": "2020-08-22", "publish_status": "0", "recid": "3022", "relation": {}, "relation_version_is_last": true, "title": ["Summarization by Feature-Opinion Pairs from Web Opinion Sources"], "weko_shared_id": -1}