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2018 | OriginalPaper | Chapter

The Two Dimensional Model of Social Emotion Based on Social Life Logging

Authors : Heajin Kim, Youngho Jo, Hana Lee, Mincheol Whang

Published in: Advances in Computer Science and Ubiquitous Computing

Publisher: Springer Singapore

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Abstract

Social emotion is interactive emotion in human relation. SNS (Social Network Service) has been active domain in expressing emotion developing social emotional connection. However, social emotion has less been determined to be related to emotion expression. Therefore, this study is to determine the dimensional representatives of social emotion by analyzing cementics of emotional words in SNS domain. 24 SNS has been selected for analysis in this study. 1,153 emotional adjectives was extracted and their frequencies of usages were evaluated. They were reduced to 85. 56 emotional adjectives were finally determined by test of goodness-of-fit. Representative words were defined by cicular ordering task and category sort task and their coordinates were determined in 2 dimensional domain of emotional words. 56 emotional adjectives were mapping into the 2 dimensional coordinates from location of representative words. The orthogonal dimensions, as the results, was work centric and leisure centric. The others were relationship centric and isolation centric. The social emotion in SNS has been characterized from activities of both work and relationship.

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Metadata
Title
The Two Dimensional Model of Social Emotion Based on Social Life Logging
Authors
Heajin Kim
Youngho Jo
Hana Lee
Mincheol Whang
Copyright Year
2018
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-10-7605-3_226