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

被引:0
|
作者
Kim, Heajin [1 ]
Jo, Youngho [1 ]
Lee, Hana [2 ]
Whang, Mincheol [3 ]
机构
[1] Emot Sci Res Ctr, 11-22,Jahamun Ro 6 Gil, Seoul 03044, South Korea
[2] Sangmyung Univ, Dept Emot Engn, Seoul 03016, South Korea
[3] Sangmyung Univ, Dept Intelligence Informat Engn, Seoul 03016, South Korea
关键词
Social life logging; Social emotion model; Vocabulary modeling;
D O I
10.1007/978-981-10-7605-3_226
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:1422 / 1427
页数:6
相关论文
共 50 条
  • [1] Vocabulary modeling of social emotion based on social life logging
    Kim, Hea Jin
    Jo, Young Ho
    Kim, Young Joo
    Kim, Hye Sun
    Whang, Min Cheol
    Lecture Notes in Electrical Engineering, 2015, 373 : 229 - 236
  • [2] An emotion dimensional model based on social tags: Crossing folksonomies and enhancing recommendations
    Fernández-Tobías, Ignacio
    Cantador, Iván
    Plaza, Laura
    Lecture Notes in Business Information Processing, 2013, 152 : 88 - 100
  • [3] An Emotion Dimensional Model Based on Social Tags: Crossing Folksonomies and Enhancing Recommendations
    Fernandez-Tobias, Ignacio
    Cantador, Ivan
    Plaza, Laura
    E-COMMERCE AND WEB TECHNOLOGIES, EC-WEB 2013, 2013, 152 : 88 - 100
  • [4] EMOTION IN SOCIAL-LIFE
    MANSTEAD, ASR
    COGNITION & EMOTION, 1991, 5 (5-6) : 353 - 362
  • [5] SEMANTIC EMOTION-TOPIC MODEL BASED SOCIAL EMOTION MINING
    Xue, Ruirong
    Huang, Subin
    Luo, Xiangfeng
    Jiang, Dandan
    Da Xu, Richard Yi
    JOURNAL OF WEB ENGINEERING, 2018, 17 (1-2): : 73 - 92
  • [6] Web behavior analysis in social life logging
    Jo, Youngho
    Lee, Hyunwoo
    Cho, Ayoung
    Whang, Mincheol
    JOURNAL OF SUPERCOMPUTING, 2021, 77 (02): : 1301 - 1320
  • [7] Web behavior analysis in social life logging
    Youngho Jo
    Hyunwoo Lee
    Ayoung Cho
    Mincheol Whang
    The Journal of Supercomputing, 2021, 77 : 1301 - 1320
  • [8] Embodied Emotion Recognition Based on Life-Logging
    Cho, Ayoung
    Lee, Hyunwoo
    Jo, Youngho
    Whang, Mincheol
    SENSORS, 2019, 19 (23)
  • [9] The social life of emotions: Studies in emotion and social interaction.
    Wiesenfeld, BM
    ADMINISTRATIVE SCIENCE QUARTERLY, 2005, 50 (04) : 657 - 660
  • [10] Social Affinity and Facial Emotion based Social Correlation
    Mishra, Pankaj
    Hadfi, Rafik
    Ito, Takayuki
    2016 IEEE INTERNATIONAL CONFERENCE ON AGENTS (IEEE ICA 2016), 2016, : 102 - 103