Log in
Language:

MERAL Myanmar Education Research and Learning Portal

  • Top
  • Universities
  • Ranking
To
lat lon distance
To

Field does not validate



Index Link

Index Tree

Please input email address.

WEKO

One fine body…

WEKO

One fine body…

Item

{"_buckets": {"deposit": "9dea5279-328c-4d2b-aaae-48a39d7190c8"}, "_deposit": {"id": "4146", "owners": [], "pid": {"revision_id": 0, "type": "recid", "value": "4146"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/4146", "sets": ["user-ucsy"]}, "communities": ["ucsy"], "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "Collaborative Recommender System for Online Book Retailing by using Associative Rule Mining Approach", "subitem_1551255648112": "en"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "Recommender systems help the users to find and evaluate items of interest. They connect user with items to consume by associating the opinions of other individuals with the consuming user’s actions or opinions. Such system has become powerful tool in e-commerce sites to facilitate the buying process. In this paper, we present the application of recommender system for online book retailing. We use a hybrid model of Association Rule Mining approach to find the frequent book-itemsets and Collaborative filtering techniques to generate recommendations base on the past buying behavior of the consumers and the items in the rules observed by association rule mining approach. We use the Apriori algorithm as the underlying techniques of association rule mining approach."}]}, "item_1583103108160": {"attribute_name": "Keywords", "attribute_value_mlt": [{"interim": "Recommendation"}, {"interim": "Online retailing"}, {"interim": "Association rules mining"}, {"interim": "Collaborative filtering"}]}, "item_1583103120197": {"attribute_name": "Files", "attribute_type": "file", "attribute_value_mlt": [{"accessrole": "open_access", "date": [{"dateType": "Available", "dateValue": "2019-08-06"}], "displaytype": "preview", "download_preview_message": "", "file_order": 0, "filename": "55281.pdf", "filesize": [{"value": "270 Kb"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_free", "mimetype": "application/pdf", "size": 270000.0, "url": {"url": "https://meral.edu.mm/record/4146/files/55281.pdf"}, "version_id": "c283ecd8-93c6-4adf-abe1-40abbe5cf12a"}]}, "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": "Phyo, Thet Mon"}, {"subitem_authors_fullname": "Oo, Nhinn Minn"}]}]}, "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/123456789/1845"}, "item_title": "Collaborative Recommender System for Online Book Retailing by using Associative Rule Mining Approach", "item_type_id": "21", "owner": "1", "path": ["1597824273898"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000004146", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2019-08-06"}, "publish_date": "2019-08-06", "publish_status": "0", "recid": "4146", "relation": {}, "relation_version_is_last": true, "title": ["Collaborative Recommender System for Online Book Retailing by using Associative Rule Mining Approach"], "weko_shared_id": -1}
  1. University of Computer Studies, Yangon
  2. Conferences

Collaborative Recommender System for Online Book Retailing by using Associative Rule Mining Approach

http://hdl.handle.net/20.500.12678/0000004146
http://hdl.handle.net/20.500.12678/0000004146
58edfdea-f7ec-4c55-93f6-0e2f8b815c84
9dea5279-328c-4d2b-aaae-48a39d7190c8
None
Preview
Name / File License Actions
55281.pdf 55281.pdf (270 Kb)
Publication type
Article
Upload type
Publication
Title
Title Collaborative Recommender System for Online Book Retailing by using Associative Rule Mining Approach
Language en
Publication date 2009-12-30
Authors
Phyo, Thet Mon
Oo, Nhinn Minn
Description
Recommender systems help the users to find and evaluate items of interest. They connect user with items to consume by associating the opinions of other individuals with the consuming user’s actions or opinions. Such system has become powerful tool in e-commerce sites to facilitate the buying process. In this paper, we present the application of recommender system for online book retailing. We use a hybrid model of Association Rule Mining approach to find the frequent book-itemsets and Collaborative filtering techniques to generate recommendations base on the past buying behavior of the consumers and the items in the rules observed by association rule mining approach. We use the Apriori algorithm as the underlying techniques of association rule mining approach.
Keywords
Recommendation, Online retailing, Association rules mining, Collaborative filtering
Identifier http://onlineresource.ucsy.edu.mm/handle/123456789/1845
Journal articles
Fourth Local Conference on Parallel and Soft Computing
Conference papers
Books/reports/chapters
Thesis/dissertations
Back
0
0
views
downloads
See details
Views Downloads

Versions

Ver.1 2020-09-01 14:13:11.855564
Show All versions

Share

Mendeley Twitter Facebook Print Addthis

Export

OAI-PMH
  • OAI-PMH DublinCore
Other Formats
  • JSON

Confirm


Back to MERAL


Back to MERAL