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Resonance-Relationship Network Construction by Information Analysis Based on Microblog Interactions

Authors:
Meng-Hsuan Fu
Fang-Yu Lin
Yau-Hwang Kuo
Kuan-Rong Lee

Keywords: resonance-relationship; social relationship; behavior modeling; coordinate opinion.

Abstract:
In fields of community and relationship analysis for online social medium, there are lots of researches focusing on interest detection and similarity. From those we know people are similar in some interests, but do not know why. Among conventional studies, personal profile information (explicit data) is often the main foundation to analyze. However it may occur inconsistency between a real fact and subjective information written by users. Thus, we think objective information and potential factor are essential to help us to understand the real conditions and progress in the future. So that we proposed a novel model and proposed methods to construct resonance-relationship network with behavioral pattern analysis and coordinate opinion analysis. We leverage interactive and time-varying data to extract resonance-relationship, and model the distribution of interactions. Finally, we showed our observation and result, and explained an actual situation with photography in case study. In summary, we proposed a novel model to analyze and solve potential problems for online social relationships.

Pages: 8 to 13

Copyright: Copyright (c) IARIA, 2012

Publication date: July 22, 2012

Published in: conference

ISSN: 2308-4162

ISBN: 978-1-61208-220-2

Location: Nice, France

Dates: from July 22, 2012 to July 27, 2012