UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 6 Issue 4
April-2019
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIRBF06073


Registration ID:
194751

Page Number

371-373

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Title

New Prediction Method for Correct Decision Using Authorized Group Members Results

Abstract

Trust Relationship between users play a vital role in making decisions for social network users. Existing trust relations are often extremely sparse, therefore unknown trust relationship attacks increase attention in recent years. We propose a new technique from machine learning to predict Trust relationships in social network by using K-nearest neighbour Algorithm (KNN) and also we extend our work to classify the messages posted by these identified trusted users on Social Network sites as Interesting or not Interesting posts. The classification of messages to identify the usefulness is done by using two attributes Length of message in number of words and Posting frequency in terms of time difference between consecutive messages from the same sender. We use real-world dataset Epinions to evaluate their performance in trust Prediction.

Key Words

Trust Relationship, Social Network, Interesting Posts, KNN, Classification.

Cite This Article

"New Prediction Method for Correct Decision Using Authorized Group Members Results", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 4, page no.371-373, April-2019, Available :http://www.jetir.org/papers/JETIRBF06073.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"New Prediction Method for Correct Decision Using Authorized Group Members Results", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 4, page no. pp371-373, April-2019, Available at : http://www.jetir.org/papers/JETIRBF06073.pdf

Publication Details

Published Paper ID: JETIRBF06073
Registration ID: 194751
Published In: Volume 6 | Issue 4 | Year April-2019
DOI (Digital Object Identifier):
Page No: 371-373
Country: INDIA, INDIA, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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