Improving the accuracy of item recommendations in collaborative filtering using time-variant system

D Parasuraman, S Elumalai - Electronic Government, an …, 2017 - inderscienceonline.com
Nowadays, the real challenge is to manage the dynamic web content in order to provide a
prolific resource to the user. Web personalisation is an outcome of the challenge by which …

[PDF][PDF] A study of collaborative filtering approach for temporal dynamic web data

M Khatri - International Journal of Advanced Networking and …, 2012 - Citeseer
----------------------------------------------------------------------ABSTRACT----------------------------------------
----------------------Collaborative filtering is widely used and popular tool these days. In …

[PDF][PDF] Hybrid book recommendation system

MA Vaidya, S Shinde - International Research Journal of …, 2019 - academia.edu
In this age of information, it is very difficult to find the right information from the enormous
amount of data present in the online platforms. Recommendation system sorts through …

Web items recommendation using hybridized content-based and collaborative filtering techniques

Y Folajimi, K Olowofoyeku - Journal of Computer Science and Its …, 2014 - ajol.info
Recommender Systems are software agent developed to tackle the problem of information
overload by providing recommendations that assist individual users identify contents of …

Hybrid Recommendation Using Temporal Data for Accuracy Improvement in Item Recommendation

D Parasuraman, S Elumalai - Journal of Information and Organizational …, 2021 - hrcak.srce.hr
Sažetak Recommender systems have become a vital entity to the business world in form of
software tools to make decisions. It estimates the overloaded information and provides the …

[PDF][PDF] Personalized recommendation for individual users based on the group recommendation principles

M Kompan, M Bielikova - Studies in Informatics and Control, 2013 - sic.ici.ro
The amount of information available on the Web is increasing day by day. Users are
overloaded and cannot access desired information in a reasonable time. Plenty of …

Improving the accuracy of item recommendations by combining collaborative and content-based recommendations: a hybrid approach

D Parasuraman, S Elumalai - International Journal of …, 2021 - inderscienceonline.com
Recommender systems facilitate the users by providing the ample information of the items or
the products they are interested. Users would not be aware of item details without the help of …

[PDF][PDF] Building a Book Recommender system using time based content filtering

C Rana, SK Jain - WSEAS Transactions on Computers, 2012 - wseas.com
Recommender System are new generation internet tool that help user in navigating through
information on the internet and receive information related to their preferences. Although …

A collaborative filtering recommender system based on user's time pattern activity

P Adibi, BT Ladani - The 5th Conference on Information and …, 2013 - ieeexplore.ieee.org
Collaborative filtering has been considerably successful in improving recommender systems
both in the literature and commercial applications. Most of the algorithms designed up to …

[PDF][PDF] Book Recommendation using Collaborative Filtering

PK Sahoo, S Dhanish, V Ramana… - International Journal of …, 2023 - researchgate.net
It is becoming a very difficult task for the users to select the appropriate books for a specific
topic as there were a lot of choices available. There is a need for a system which takes user …