alexa Abstract | Precise Recommendation System for the Long Tail Problem Using Adaptive Clustering Technique
ISSN ONLINE(2320-9801) PRINT (2320-9798)

International Journal of Innovative Research in Computer and Communication Engineering
Open Access

OMICS International organises 3000+ Global Conferenceseries Events every year across USA, Europe & Asia with support from 1000 more scientific Societies and Publishes 700+ Open Access Journals which contains over 50000 eminent personalities, reputed scientists as editorial board members.

Open Access Journals gaining more Readers and Citations

700 Journals and 15,000,000 Readers Each Journal is getting 25,000+ Readers

This Readership is 10 times more when compared to other Subscription Journals (Source: Google Analytics)

Research Article Open Access

Abstract

The Total Sale of large number of non-hit items is called “the long tail”. Long Tail Problem is one major issue in providing effective recommendation system; since long tail problem have only a few ratings. To solve this issue the proposed system identifies the clustering of items according to their popularity, It is identified that tail items are clustered based on the ratings of clustered groups while the head items are based on the ratings of individual item or groups. This method is applied to movie lens data sets and the results are compared with those of the non grouping and fully grouped methods in terms of recommendation accuracy and scalability. The results show that by implementing proposed adaptive clustering technique it reduces the recommendation error rates for the tail items while maintaining reasonable computational performance

To read the full article Peer-reviewed Article PDF image | Peer-reviewed Full Article image

Author(s): S.Jeyshirii , Dr.T.K.Thivakaran

Share This Page

Additional Info

Loading
Loading Please wait..
 
 
Peer Reviewed Journals
 
Make the best use of Scientific Research and information from our 700 + peer reviewed, Open Access Journals
International Conferences 2017-18
 
Meet Inspiring Speakers and Experts at our 3000+ Global Annual Meetings

Contact Us

 
© 2008-2017 OMICS International - Open Access Publisher. Best viewed in Mozilla Firefox | Google Chrome | Above IE 7.0 version
adwords