alexa Abstract | A Survey on Product Aspect Ranking Techniques
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

Huge collections of consumer reviews are available on the Web expressing various opinions on multiple aspects of products .The important reviews are mostly not organized properly thereby creating problems in information navigation and knowledge acquisition. To address this problem, product aspect ranking framework is explored to automatically identify important product aspects or features from online consumer reviews.The important product aspects are identified based on two observations: i) the important aspects are usually commented on by a large number of consumers and ii) consumer opinions on the important aspects greatly influence their overall opinions on the product. The framework contains three main mechanisms, i.e., aspect sentiment classification, product aspect identification, and probabilistic aspect ranking algorithm. A probabilistic aspect ranking algorithm to infer the importance of aspects by simultaneously considering aspect frequency and the influence of consumer opinions given to each aspect over their overall opinions. The framework which aims at improving the usability of consumer reviews of a product. This paper provides the description of various techniques for product aspect identification and classification.

To read the full article Peer-reviewed Article PDF image

Author(s): Ancy. J. S, Nisha. J.R

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