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Published in:

Volume 7 Issue 10
October-2020
eISSN: 2349-5162

Unique Identifier

JETIR2010008

Page Number

85-91

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Title

ANALYSIS OF SOCIAL RELATIONSHIPS ON TWITTER DATA FOR ONLINE ANALYTICAL PROCESSING

ISSN

2349-5162

Cite This Article

"ANALYSIS OF SOCIAL RELATIONSHIPS ON TWITTER DATA FOR ONLINE ANALYTICAL PROCESSING", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.7, Issue 10, page no.85-91, October-2020, Available :http://www.jetir.org/papers/JETIR2010008.pdf

Abstract

Social media platforms, for instance as twitter has become increasingly popular as an emerging platform for messaging and communication. On the other side, online meticulous dealing with multidimensional sorted out data. The purpose of using Hierarchical topic modeling i.e., THLDA to mine the dimension hierarchy of tweets. It can be applied for text OLAP on the tweets. And it uses word2vec to analyze the semantic relationships of words in tweets to obtain more effective dimensions. To improve the model effectiveness the bicliques to calculate the semantic impact of the topic of two tweets. Focusing on how the social impact factors and word semantic similarity influence the experimental results separately. In this we are considering how social relationships impact on the hierarchical topic model. In social relationships we are focusing direct and indirect relationships to follow the unrelated tweeters. We conduct extensive experiments on real twitter data to evaluate to effectiveness of THLDA. We are using hash tags to improve the models.

Key Words

Social Media Relationship, Bicliques, Semantic Relationship, Online Analytical Processing, Hierarchical Latent Dirichlet Allocation(THLDA)

Cite This Article

"ANALYSIS OF SOCIAL RELATIONSHIPS ON TWITTER DATA FOR ONLINE ANALYTICAL PROCESSING", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 10, page no. pp85-91, October-2020, Available at : http://www.jetir.org/papers/JETIR2010008.pdf

Publication Details

Published Paper ID: JETIR2010008
Registration ID: 301742
Published In: Volume 7 | Issue 10 | Year October-2020
DOI (Digital Object Identifier):
Page No: 85-91
ISSN Number: 2349-5162

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Cite This Article

"ANALYSIS OF SOCIAL RELATIONSHIPS ON TWITTER DATA FOR ONLINE ANALYTICAL PROCESSING", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 10, page no. pp85-91, October-2020, Available at : http://www.jetir.org/papers/JETIR2010008.pdf




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