Index Link

  • RootNode
    • Co-operative College, Mandalay
    • Cooperative College, Phaunggyi
    • Co-operative University, Sagaing
    • Co-operative University, Thanlyin
    • Dagon University
    • Kyaukse University
    • Laquarware Technological college
    • Mandalay Technological University
    • Mandalay University of Distance Education
    • Mandalay University of Foreign Languages
    • Maubin University
    • Mawlamyine University
    • Meiktila University
    • Mohnyin University
    • Myanmar Institute of Information Technology
    • Myanmar Maritime University
    • National Management Degree College
    • Naypyitaw State Academy
    • Pathein University
    • Sagaing University
    • Sagaing University of Education
    • Taunggyi University
    • Technological University, Hmawbi
    • Technological University (Kyaukse)
    • Technological University Mandalay
    • University of Computer Studies, Mandalay
    • University of Computer Studies Maubin
    • University of Computer Studies, Meikhtila
    • University of Computer Studies Pathein
    • University of Computer Studies, Taungoo
    • University of Computer Studies, Yangon
    • University of Dental Medicine Mandalay
    • University of Dental Medicine, Yangon
    • University of Information Technology
    • University of Mandalay
    • University of Medicine 1
    • University of Medicine 2
    • University of Medicine Mandalay
    • University of Myitkyina
    • University of Public Health, Yangon
    • University of Veterinary Science
    • University of Yangon
    • West Yangon University
    • Yadanabon University
    • Yangon Technological University
    • Yangon University of Distance Education
    • Yangon University of Economics
    • Yangon University of Education
    • Yangon University of Foreign Languages
    • Yezin Agricultural University
    • New Index

Item

{"_buckets": {"deposit": "f88dbeb3-52d8-493f-b3d8-6490499a1181"}, "_deposit": {"created_by": 45, "id": "6639", "owner": "45", "owners": [45], "owners_ext": {"displayname": "", "username": ""}, "pid": {"revision_id": 0, "type": "depid", "value": "6639"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/00006639", "sets": ["user-uit"]}, "communities": ["uit"], "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "A Personalized Recommendation System Using Collaborative Filtering With Feature Based Sentiment Analysis", "subitem_1551255648112": "en"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "Recommendation systems help users to deal with the\ninformation overload problem by producing personalized\ncontent according to their interests. For presenting the\npersonalized recommendation according to the new\nuser’s demand is big challenge. Beyond the traditional\nrecommender strategies, there is a growing effort to\nincorporate users’ reviews into the recommendation\nprocess, since they provide a rich set of information\nregarding both items’ features and users’ preferences.\nThis proposal proposes a recommender system that uses\nusers’ reviews and preference of new users to meet the\nindividual interest."}]}, "item_1583103108160": {"attribute_name": "Keywords", "attribute_value_mlt": [{"interim": "Recommender system"}, {"interim": "Preferences"}, {"interim": "Review"}]}, "item_1583103120197": {"attribute_name": "Files", "attribute_type": "file", "attribute_value_mlt": [{"accessrole": "open_access", "date": [{"dateType": "Available", "dateValue": "2020-11-26"}], "displaytype": "preview", "download_preview_message": "", "file_order": 0, "filename": "A Personalized Recommendation System Using Collaborative Filtering With Feature Based Sentiment Analysis.pdf", "filesize": [{"value": "278 Kb"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_0", "mimetype": "application/pdf", "size": 278000.0, "url": {"url": "https://meral.edu.mm/api/files/f88dbeb3-52d8-493f-b3d8-6490499a1181/A%20Personalized%20Recommendation%20System%20Using%20Collaborative%20Filtering%20With%20Feature%20Based%20Sentiment%20Analysis.pdf"}, "version_id": "792bc19e-ae02-4ae1-9d3c-6c2ae93191c8"}]}, "item_1583103147082": {"attribute_name": "Conference papers", "attribute_value_mlt": [{"subitem_acronym": "ICAIT-2017", "subitem_c_date": "1-2 November, 2017", "subitem_conference_title": "1st International Conference on Advanced Information Technologies", "subitem_place": "Yangon, Myanmar", "subitem_session": "Workshop Session", "subitem_website": "https://www.uit.edu.mm/icait-2017/"}]}, "item_1583105942107": {"attribute_name": "Authors", "attribute_value_mlt": [{"subitem_authors": [{"subitem_authors_fullname": "Nyein Ei Ei Kyaw"}, {"subitem_authors_fullname": "Thinn Thinn Wai"}, {"subitem_authors_fullname": "Thiri Haymar Kyaw"}]}]}, "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": "2017-11-02"}, "item_title": "A Personalized Recommendation System Using Collaborative Filtering With Feature Based Sentiment Analysis", "item_type_id": "21", "owner": "45", "path": ["1605779935331"], "permalink_uri": "https://meral.edu.mm/records/6639", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2020-11-26"}, "publish_date": "2020-11-26", "publish_status": "0", "recid": "6639", "relation": {}, "relation_version_is_last": true, "title": ["A Personalized Recommendation System Using Collaborative Filtering With Feature Based Sentiment Analysis"], "weko_shared_id": -1}

A Personalized Recommendation System Using Collaborative Filtering With Feature Based Sentiment Analysis

https://meral.edu.mm/records/6639
4f78ad91-299a-4bb1-a8bd-65f5bb0796f0
f88dbeb3-52d8-493f-b3d8-6490499a1181
Name / File License Actions
A A Personalized Recommendation System Using Collaborative Filtering With Feature Based Sentiment Analysis.pdf (278 Kb)
Publication type
Conference paper
Upload type
Publication
Title
Title A Personalized Recommendation System Using Collaborative Filtering With Feature Based Sentiment Analysis
Language en
Publication date 2017-11-02
Authors
Nyein Ei Ei Kyaw
Thinn Thinn Wai
Thiri Haymar Kyaw
Description
Recommendation systems help users to deal with the
information overload problem by producing personalized
content according to their interests. For presenting the
personalized recommendation according to the new
user’s demand is big challenge. Beyond the traditional
recommender strategies, there is a growing effort to
incorporate users’ reviews into the recommendation
process, since they provide a rich set of information
regarding both items’ features and users’ preferences.
This proposal proposes a recommender system that uses
users’ reviews and preference of new users to meet the
individual interest.
Keywords
Recommender system, Preferences, Review
Conference papers
ICAIT-2017
1-2 November, 2017
1st International Conference on Advanced Information Technologies
Yangon, Myanmar
Workshop Session
https://www.uit.edu.mm/icait-2017/
0
0
views
downloads
Views Downloads

Export

OAI-PMH
  • OAI-PMH DublinCore
Other Formats