Extracting Trustworthy Data from Multiple Conflicting Information using Semi-Supervised Approach
Volume: 2 - Issue: 11 - Date: 01-11-2013
Approved ISSN: 2278-1412
Published Id: IJAECESTU217 | Page No.: 271-275
Author: Priti R. Sharma
Co- Author: Manoj E. Patil
Abstract:-The appearance of the World Wide Web (WWW) at the end of the last century led to a
rapid growth in the Internet and in the quantity of accessible information for users. The
information that has accumulated on WWW represents huge knowledge base that may prove
useful for various applications. Now day for everything people depend on the Web. But
information retrieved is not guaranteed trustworthy, not always trustable .Truthfinder is used to
find trustworthy data using unsupervised approach. It is assumed that a fact provided by more
sources is more likely to be correct. The proposed system based on the semi supervised approach.
This uses some training data which will help for improving accuracy.
Experimental results show that the proposed algorithm is more effective than unsupervised
approach and which help to resolve veracity problem
Key Words:-Truth discovery, semi supervised
Area:-Engineering
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