Social affinity and facial emotion based social correlation

Pankaj Mishra, Rafik Hadfi, Takayuki Ito

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Abstract

Discovering the hidden correlation among the people help us to understand the relationship amongst them as well as the influence propagating between them. Further, this knowledge of correlation could be helpful in consensus building or locating the most influential person in the group. And could be used in different application; such as, negotiation, viral marketing, surveys, etc. In any network the correlation exist mainly because of three reasons; namely, homophily, cofounding and influence. Homophily is seen when any two node share some social ties among them,so their actions and reaction are correlated. Similarly cofounding exists when two nodes share hobbits, belief, interests, etc., so there is some correlation between them. Whereas, in order to discover the influence in the network, action-reaction pair between any nodes are need to be tracked; the action and reaction can be online activities, body pose, spoken words, emotions, etc. There are many similar works to discover the correlation in social networks; the analysis of social behaviour propagation in a social network is the integration of social theories with computational methods [1], [2]. The goal our work is to analyse the ways in which these group members induce their actions (emotions) to other members and based on that building the correlation amongst them. Whereas, there are three basic sources of human emotions: facial, speech or written text. As far as this work is concerned, we will discuss about building correlation based on the facial emotions.

Original languageEnglish
Title of host publicationProceedings 2016 International Conference on Agents, ICA 2016
Place of PublicationLos Alamitos, California
PublisherIEEE, Institute of Electrical and Electronics Engineers
Pages102-103
Number of pages2
ISBN (Electronic)9781509039319
DOIs
Publication statusPublished - 2016
Externally publishedYes
Event2016 IEEE International Conference on Agents - Matsue, Shimane, Japan
Duration: 28 Sep 201630 Sep 2016

Conference

Conference2016 IEEE International Conference on Agents
Abbreviated titleICA 2016
CountryJapan
CityMatsue, Shimane
Period28/09/1630/09/16

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