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Comparison Analysis of Link Prediction Algorithms in Social Network

by Sahil Gupta, Shalini Pandey, K.k.shukla
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 111 - Number 16
Year of Publication: 2015
Authors: Sahil Gupta, Shalini Pandey, K.k.shukla
10.5120/19624-1502

Sahil Gupta, Shalini Pandey, K.k.shukla . Comparison Analysis of Link Prediction Algorithms in Social Network. International Journal of Computer Applications. 111, 16 ( February 2015), 27-29. DOI=10.5120/19624-1502

@article{ 10.5120/19624-1502,
author = { Sahil Gupta, Shalini Pandey, K.k.shukla },
title = { Comparison Analysis of Link Prediction Algorithms in Social Network },
journal = { International Journal of Computer Applications },
issue_date = { February 2015 },
volume = { 111 },
number = { 16 },
month = { February },
year = { 2015 },
issn = { 0975-8887 },
pages = { 27-29 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume111/number16/19624-1502/ },
doi = { 10.5120/19624-1502 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:48:05.624396+05:30
%A Sahil Gupta
%A Shalini Pandey
%A K.k.shukla
%T Comparison Analysis of Link Prediction Algorithms in Social Network
%J International Journal of Computer Applications
%@ 0975-8887
%V 111
%N 16
%P 27-29
%D 2015
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Social Network depicts the relationship like friendship, common interests etc. among various individuals. Social Network Analysis deals with analysis of these social relationships. Link prediction algorithms are used to predict these social relationships. Given a social network graph in which a node represents a user and an edge represents the relationship between the users, link prediction algorithm predicts the possible new relationships that can be created in the future. This paper compares these link prediction algorithms on the basis of performance metrics like accuracy, precision, specificity and sensitivity.

References
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Index Terms

Computer Science
Information Sciences

Keywords

Social Network Analysis Link Prediction Performance Evaluation

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