Advanced SearchSearch Tips
Exploration of the Emotion for Daily Conversation on Facebook
facebook(new window)  Pirnt(new window) E-mail(new window) Excel Download
 Title & Authors
Exploration of the Emotion for Daily Conversation on Facebook
Hwang, Yoosun;
  PDF(new window)
The purpose of this study is to explore the emotions of Facebook. Various types of emotions are being exchanged on Facebook. The emotional reactions make the Facebook different from previous electronic bulletin board. According to previous researches, computer-mediated communication can deliver visual symbols and non-verbal cues to enhance the abundance of meanings. Data were collected from 205 Facebook users and the number of users` posts were total 10308. The contents analysis was conducted to explore emotions of the 10308 Facebook posts. The results showed that the most frequent emotion was pleasure. The emotional distributions were different according to the contents types; text, video, photo, and link. For the text content type, emotion of curiosity was apparent and for the photo content type, emotion of love was more frequent than others, and for the video content type, emotion of surprise was salient. The results of the analysis for the shared contents also revealed that pleasure and hope were more frequent emotions than other emotions.
 Cited by
페이스북 이용자의 공허감 연구 : 성격, 이용동기, 중독간 관계를 중심으로,김형지;김영임;허은;

한국콘텐츠학회논문지, 2016. vol.16. 8, pp.717-728 crossref(new window)
사회관계망 서비스에서 빅데이터 영향력자에 관한 연구,장준호;정윤원;

한국정보기술학회논문지, 2016. vol.14. 11, pp.69-77 crossref(new window)
J. B. Walther and K. P. D'addario, "The impact of emoticons on message interpretation in computermediated communication," Social Science Computer Review, Vol.19, No.3, pp.324-347, 2001. crossref(new window)

B. Chen and J. Marcus, "Students' self-presentation on Facebook: An examination of personality and self-construal factors," Computers in Human Behavior, Vol.28, No.6, pp.2091-2099, 2012. crossref(new window)

G. Seidman, "Self-presentation and belonging on facebook: How personality influences social media use and motivations," Personality and Individual Differences, Vol.54, No.3, pp.402-407, 2013. crossref(new window)

J. B. Walther, "Computer-mediated communication: Impersonal, interpersonal, and hyperpersonal interaction," Communication Research, Vol.23, pp.3-43, 1996.

P. M. Valkenburg, A. P. Schouten, and J. Peter, "Adolescents' identity experiments on the Internet," New Media & Society, Vol.7, pp.383-402, 2005. crossref(new window)

P. M. Valkenburg and J. Peter, "Online communication and adolescent well-being: Testing the stimulation versus the displacement hypothesis," J. of Computer-Mediated Communication, Vol.12, pp.1169-1182, 2007.

디지에코, N 스크린 시대, 온라인 동영상 광고의 트랜드와 전망, 2014.

M. Yassine and H. Hajj, "A framework for emotion mining from text in online social networks," IEEE International Conference on Data Mining Workshops. Vol.13, No.13, pp.1136-1142, 2010.

S. Hudson, M. S. Roth, and T. J. Madden, Customer communication management in New digital era, 2012.

A. Paivio, Imagery and verbal processes, New York: Holt Rinehart and Winston, 1971.

J. Garde-Hansen and K. Gorton, Emotion online: Theorizing affect on the Internet. New York: Palgrave Macmillan, 2013.

Y. Huang, Y. Wang, and Y. Tang, Privacy in emotion sharing on social media, 2014.

R. P. Bagozzi, M. Gopinath, and P. U. Nyer, "The role of emotion in marketing," J. of the Academy of Marketing Science, Vol.27, No.2, pp.184-206, 1999. crossref(new window)

J. Bloemer and K. Ruyter, "Customer royalty in high and low involvement service settings: The moderating impact of positive emotions," J. of Marketing Management, Vol.15, No.4, pp.315-330, 1999. crossref(new window)

S. Dhawan, K. Singh, and D. Sehrawat, "Emotion mining technologies in social networking sites," Int J. of Information & Computation Technology, Vol.4, No.12, pp.1145-1153, 2014.

H. Lee, Y. S. Choi, and I. P. Park, "Towards unobtrusive emotion recognition for affective social communication," Paper presented at the 9th Annual IEEE Comsumer and Networking Conference, 2012.

K. Wise, S. Alhabash, and H. Park, "Emotional responses during social information seeking on Facebook," Cyberpsychology, Behavior, and Social Networking, Vol.13, No.5, pp.555-562, 2010. crossref(new window)

M. Thelwall, D. Wilkinson, D. and S. Uppal, "Data mining emotion in social network communication: gender differences in MySpace," J. of American Society for Information Science and Technology, Vol.61, No.1, pp.190-199, 2010. crossref(new window)

H. Lin and L. Qiu, "Sharing emotion on Facebook: Network size, density, and individual motivation," Paper presented at CHI'12, May 5-10, Texas USA, 2012.

A. D. I. Kramer, J. E. Guillory, and J. T. Hancock, "Experimental evidence of massivescale emotional contagion through social networks," PNAS, Vol.111, No.24, pp.8788-8790, 2013.

L. Coviello, Y. Sohn, A. D. I. Kramer, C. Marlow, M. Franceschetti, N. A. Christakis, and J. H. Fowler, "Detecting Emotional Contagion in Massive Social Networks," PLoS ONE, Vol.9, No.3, pp.1-6, 2014.

A. Kramer, "The spread of emotion via facebook. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems," (CHI '12). ACM, New York, NY, USA, pp.767-770, 2012.

R. Fan, J. Zhao, Y. Chen, and K. Xu, "Anger is more influential than joy: Sentiment Correlation in Weibo," PLoS ONE, Vol.9, No.10: e110184, 2013. doi:10.1371/journal.pone.0110184 crossref(new window)

J. H. Fowler and N. A. Christakis, "Dynamic spread of happiness in a large social network: longitudinal analysis over 20 years in the framingham heart study," Br. Med. J. Vol.337, a2338, 2008. crossref(new window)

K. J. P. Espinosa and A. M. J. Bernales, "Characterizing influencing factors affecting emotion diffusion in facebook," Proceedings of World Congress on Engineering and Computer Science, San Francisco, USA, pp.22-24, 2014(10).

A. L. Hill, D. G. Rand, M. A. Nowak, and N. A. Christakis, "Emotions as infectious diseases in a large social network," Proceedings of Social Society B, 2010.

S. Gosling, S. Gaddis and S. Vazire, Personality impression based on facebook profiles, ICWSM, Boulder, USA, 2007.

H. T. G. Chou and N. Edge, "They Are Happier and Having Better Lives than I Am: The Impact of Using Facebook on Perceptions of Others' Lives," Cyberpsychology, Behavior, and Social Networking, Vol.15, No.2, pp.117-121, 2012. crossref(new window)

R. H. Smith and S. H. Kim, "Comprehending envy," Psychological Bulletin, Vol.133, No.1, pp.46-64, 2007. crossref(new window)

H. Krasnova, H. Wenninger, T. Widjaja, and P. Buxmann, "Envy on Facebook: A Hidden Threat to Users' Life Satisfaction?," Wirtschaftsinformatik Proceedings, Paper 92, 2013.

J. A. Russell and F. L. Barrett, "Core affect, prototypical emotional episodes, and other things called emotion: Dissecting the elephant," J. of Personality and Social Psychology, Vol.76, pp.805-819, 1999. crossref(new window)

P. Ekkekakis, The measurement of affect, mood, and emotion in exercise psychology. In G. Tenenbaum, R. C. Eklund, & A. Kamata (Eds.), Measurement in sport and exercise psychology, pp.321-332, Champaign, IL: Human Kinetics, 2012.

P. Ekman, "An argument for basic emotions," Cognition and Emotion, Vol.6, pp.169-200, 1992. crossref(new window)

N. H. Frijda and B. Mesquita, The social roles and functions of emotions. In S. Kitayama & H. Marcus (Eds.), Emotion and culture: Empirical studies of mutual influenced, pp.51-87, Washington, DC: American Psychological Association, 1994.

D. Derks, A. H. Fischer, and A. E. R. Bos, "Review: The role of emotion in computermediated communication: A review," Computers in Human Behavior, Vol.24, No.3, pp.766-785, 2008. crossref(new window)

K. Y. A. McKenna, A. S. Green, and M. E. J. Gleason, "Relationship formation on the Internet: What's the big attraction?," J. of Social Issues, Vol.58, No.1, pp.9-31, 2002. crossref(new window)

J. Short, E. Williams and B. Christie, The social psychology of telecommunication, London: Wiley, 1976.

R. E. Rice and G. Love, "Electronic emotion: Socioemotional content in a computer-mediated network," Communication Research, Vol.14, pp.85-108, 1987. crossref(new window)

C. Constantin, S. Kalyanaraman, C. Stavrositu, and N. Wagoner, "To be or not to be emotional: Impression formation effects of emoticons in moderated chat rooms," Paper presented at the Communication Technology and Policy Division at the 85th annual convention of the Association for Education in Journalism and Mass Communication (AEJMC), Miama, Fl, August, 2002.

D. A. Huffaker and S. L. Calvert, "Gender, identity, and language use in teenage blogs," J. of Computer-Mediated Communication, Vol.10, No.2, 2005.

J. Cross, "Comprehending news vidoetexts: The influence of the visual content," Language, Learning & Technology, Vol.15, No.2, pp.44-68, 2011.

김세화, "영상콘텐츠 표현밀도에 따른 감정의 변화," 한국콘텐츠학회논문지, 제10권, 제1호, pp.192-201, 2010.

A. Paivio, Mental representations, New York: Oxford University Press, 1986.

T. T. Brunye, H. A. Taylor, and D. N. Rapp, "Repetition and dual coding in procedural multimedia presentations," Applied Cognitive Psychology, Vol.22, pp.877-895, 2008. crossref(new window)

M. Wang and R. Shen, "Message design for mobile learning," British Journal of Educational Technology, Vol.43, No.4, pp.561-575, 2012. crossref(new window)

R. Heath, D. Brandt, and A. Nairn, "Brand relationships: Strengthened by emotion, weakened by attention," J. of Advertising Research, Vol.46, No.4, pp.410-419, 2006. crossref(new window)

DMC미디어, 소셜미디어 이용실태 추적조사 보고서, 2014.

P. Ekman, "Are there basic emotion?," Psychological Review, Vol.99, pp.550-553, 1992. crossref(new window)

이준웅, 송현주, 나은경, 김현석, "정서 단어 분류를 통한 정서의 구성 차원 및 위계적 범주에 관한 연구," 한국언론학보, 제52권, 제1호, pp.85-116, 2008.

J. Shaver, D. Schwartz, D. Kirson, and C. O'Conner, "Emotion knowledge: Further exploration of a prototype approach," J. of Personality and Social Psychology, Vol.52, pp.1061-1086, 1987. crossref(new window)

홍초희, 김학수, "트윗 감정 분류를 위한 다양한 기계학습 자질에 대한 비교연구," 한국콘텐츠학회논문지, 제12권, 제12호, pp.471-478, 2012.

S. Chu and Y. Kim, "Determinant of consumer engagement in electronic word-of-mouth (eWoM) in social networking sites. International Journal of Advertising, Vol.30, No.1, pp.47-75, 2011. crossref(new window)

김미진, 김재호, "게임플레이 가능성을 위한 감정요소 분석 프레임워크," 한국콘텐츠학회논문지, 제10권, 제6호, pp.188-196, 2010.

A. S. Acar and M. Polonsky "Online social networks and insights into marketing communications," J. of Internet Commerce, Vol.6, No.4, pp.55-72, 2007. crossref(new window)

R. L. Daft and R. H. Lengel, "Organizational information requirement, media richness and structural determinants," Management Science, Vol.32, pp.554-571, 1986. crossref(new window)