{"_buckets": {"deposit": "ebbca961-90e1-44d9-a303-a3244dc424f1"}, "_deposit": {"id": "3990", "owners": [], "pid": {"revision_id": 0, "type": "recid", "value": "3990"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/3990", "sets": ["user-ucsy"]}, "communities": ["ucsy"], "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "Developing an Interface Agent Approach to Personalized on Book Shopping Mall", "subitem_1551255648112": "en"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "As the number of items increases dramatically, the problem of information overload becomes more serve when browsing and searching. The agents overcome this problem and help the user interaction on a working environment on the user\u0027s interests and desires. The user\u0027s interest information is obtained from the user registration and user\u0027s activities. Depending on this information the system calculates the collaborative recommendation for user requirements using the agglomerative clustering algorithm and linear regression for the new user and content-based recommendation for existing user using naïve Bayesian classification. This system provides assistance to the user by solving problem through agent user interaction."}]}, "item_1583103108160": {"attribute_name": "Keywords", "attribute_value_mlt": [{"interim": "Interface agent"}, {"interim": "Content based filtering"}, {"interim": "Collaborative filtering"}, {"interim": "Agglomerative clustering"}, {"interim": "Naïve Bayesian classification"}]}, "item_1583103120197": {"attribute_name": "Files", "attribute_type": "file", "attribute_value_mlt": [{"accessrole": "open_access", "date": [{"dateType": "Available", "dateValue": "2019-08-04"}], "displaytype": "preview", "download_preview_message": "", "file_order": 0, "filename": "55094.pdf", "filesize": [{"value": "264 Kb"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_free", "mimetype": "application/pdf", "size": 264000.0, "url": {"url": "https://meral.edu.mm/record/3990/files/55094.pdf"}, "version_id": "7f8c72e3-2822-4783-8876-6bdb3eb57717"}]}, "item_1583103131163": {"attribute_name": "Journal articles", "attribute_value_mlt": [{"subitem_issue": "", "subitem_journal_title": "Fourth 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": "Aye, Myat Mon"}]}]}, "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": "2009-12-30"}, "item_1583159847033": {"attribute_name": "Identifier", "attribute_value": "http://onlineresource.ucsy.edu.mm/handle/123456789/1703"}, "item_title": "Developing an Interface Agent Approach to Personalized on Book Shopping Mall", "item_type_id": "21", "owner": "1", "path": ["1597824273898"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000003990", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2019-08-04"}, "publish_date": "2019-08-04", "publish_status": "0", "recid": "3990", "relation": {}, "relation_version_is_last": true, "title": ["Developing an Interface Agent Approach to Personalized on Book Shopping Mall"], "weko_shared_id": -1}