{"_buckets": {"deposit": "68dcab35-2a0f-47d1-bd0b-4e4b769b2895"}, "_deposit": {"id": "3237", "owners": [], "pid": {"revision_id": 0, "type": "recid", "value": "3237"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/3237", "sets": ["user-ucsy"]}, "communities": ["ucsy"], "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "Cosmetics Recommendation System by Using User-Based Collaborative Filtering", "subitem_1551255648112": "en"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "Recommender System forms a specific typeof information filtering (IF) technique thatattempts to present information items that arelikely of interest to the user. Furthermore,accuracy is the fundamental dimension for theeffectiveness of recommender systems.Collaborative filtering system collects evaluationsfrom users for quality and relevance of storeditems. This system categorizes items based on theuser’s ratings of the item instead of the itemdescriptions.User-based CF systems compare atarget user’s choice with those of other users toidentify a group of similar-minded people. Thissystem is implemented by using Pearsoncorrelation algorithm and Prediction algorithm inuser-based collaborative filtering to recommendthe customer needed item. Finally, this systemcalculates Mean Absolute Error (MAE) to expressthe customer satisfaction"}]}, "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": "2019-07-19"}], "displaytype": "preview", "download_preview_message": "", "file_order": 0, "filename": "135_PDFsam_PSC_final proof.pdf", "filesize": [{"value": "244 Kb"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_free", "mimetype": "application/pdf", "size": 244000.0, "url": {"url": "https://meral.edu.mm/record/3237/files/135_PDFsam_PSC_final proof.pdf"}, "version_id": "16700b8d-cd07-4947-83a7-cade9c6f85d5"}]}, "item_1583103131163": {"attribute_name": "Journal articles", "attribute_value_mlt": [{"subitem_issue": "", "subitem_journal_title": "Eighth Local Conference on Parallel and Soft Computing", "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": "Linn, Ni Ni"}, {"subitem_authors_fullname": "Aye, Aye"}]}]}, "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": "2017-12-27"}, "item_1583159847033": {"attribute_name": "Identifier", "attribute_value": "http://onlineresource.ucsy.edu.mm/handle/123456789/1007"}, "item_title": "Cosmetics Recommendation System by Using User-Based Collaborative Filtering", "item_type_id": "21", "owner": "1", "path": ["1597824273898"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000003237", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2019-07-19"}, "publish_date": "2019-07-19", "publish_status": "0", "recid": "3237", "relation": {}, "relation_version_is_last": true, "title": ["Cosmetics Recommendation System by Using User-Based Collaborative Filtering"], "weko_shared_id": -1}