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Volumn 10, Issue 11, 2015, Pages

Measuring emotional contagion in social media

Author keywords

[No Author keywords available]

Indexed keywords

CASE REPORT; EXPOSURE; HUMAN; MODEL; RANDOM SAMPLE; SOCIAL MEDIA; STIMULUS; EMOTION; EMPATHY; LANGUAGE; SOCIAL BEHAVIOR; THEORETICAL MODEL;

EID: 84952836916     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0142390     Document Type: Article
Times cited : (335)

References (62)
  • 1
    • 59849122652 scopus 로고    scopus 로고
    • Life in the network: The coming age of computational social science
    • Lazer D, Pentland AS, Adamic L, Aral S, Barabasi AL, Brewer D, et al. Life in the network: the coming age of computational social science. Science. 2009; 323(5915):721.
    • (2009) Science , vol.323 , Issue.5915 , pp. 721
    • Lazer, D.1    Pentland, A.S.2    Adamic, L.3    Aral, S.4    Barabasi, A.L.5    Brewer, D.6
  • 2
    • 67749145794 scopus 로고    scopus 로고
    • Predicting the behavior of techno-social systems
    • PMID: 19628859
    • Vespignani A. Predicting the behavior of techno-social systems. Science. 2009; 325(5939):425. doi: 10.1126/science.1171990 PMID: 19628859
    • (2009) Science , vol.325 , Issue.5939 , pp. 425
    • Vespignani, A.1
  • 4
    • 71149088987 scopus 로고    scopus 로고
    • Users of the world, unite! The challenges and opportunities of Social Media
    • Kaplan AM, Haenlein M. Users of the world, unite! The challenges and opportunities of Social Media. Business horizons. 2010; 53(1):59-68. doi: 10.1016/j.bushor.2009.09.003
    • (2010) Business Horizons , vol.53 , Issue.1 , pp. 59-68
    • Kaplan, A.M.1    Haenlein, M.2
  • 12
    • 84867809678 scopus 로고    scopus 로고
    • Social media and the elections
    • PMID: 23112315
    • Metaxas PT, Mustafaraj E. Social media and the elections. Science. 2012; 338(6106):472-473. doi: 10. 1126/science.1230456 PMID: 23112315
    • (2012) Science , vol.338 , Issue.6106 , pp. 472-473
    • Metaxas, P.T.1    Mustafaraj, E.2
  • 13
    • 84866177569 scopus 로고    scopus 로고
    • A 61-million-person experiment in social influence and political mobilization
    • PMID: 22972300
    • Bond RM, Fariss CJ, Jones JJ, Kramer AD, Marlow C, Settle JE, et al. A 61-million-person experiment in social influence and political mobilization. Nature. 2012; 489(7415):295-298. doi: 10.1038/ nature11421 PMID: 22972300
    • (2012) Nature , vol.489 , Issue.7415 , pp. 295-298
    • Bond, R.M.1    Fariss, C.J.2    Jones, J.J.3    Kramer, A.D.4    Marlow, C.5    Settle, J.E.6
  • 14
    • 84878436582 scopus 로고    scopus 로고
    • The digital evolution of Occupy Wall Street
    • PMID: 23734215
    • Conover MD, Ferrara E, Menczer F, Flammini A. The digital evolution of Occupy Wall Street. PloS ONE. 2013; 8(5):e64679. doi: 10.1371/journal.pone.0064679 PMID: 23734215
    • (2013) PloS ONE , vol.8 , Issue.5 , pp. e64679
    • Conover, M.D.1    Ferrara, E.2    Menczer, F.3    Flammini, A.4
  • 15
    • 84874631930 scopus 로고    scopus 로고
    • The geospatial characteristics of a social movement communication network
    • PMID: 23483885
    • Conover MD, Davis C, Ferrara E, McKelvey K, Menczer F, Flammini A. The geospatial characteristics of a social movement communication network. PloS ONE. 2013; 8(3):e55957. doi: 10.1371/journal. pone.0055957 PMID: 23483885
    • (2013) PloS ONE , vol.8 , Issue.3 , pp. e55957
    • Conover, M.D.1    Davis, C.2    Ferrara, E.3    McKelvey, K.4    Menczer, F.5    Flammini, A.6
  • 18
    • 79960887663 scopus 로고    scopus 로고
    • Integrating social media into emergency-preparedness efforts
    • PMID: 21793742
    • Merchant RM, Elmer S, Lurie N. Integrating social media into emergency-preparedness efforts. New England Journal of Medicine. 2011; 365(4):289-291. doi: 10.1056/NEJMp1103591 PMID: 21793742
    • (2011) New England Journal of Medicine , vol.365 , Issue.4 , pp. 289-291
    • Merchant, R.M.1    Elmer, S.2    Lurie, N.3
  • 19
    • 84896056107 scopus 로고    scopus 로고
    • The Parable of google flu: Traps in big data analysis
    • PMID: 24626916
    • Lazer D, Kennedy R, King G, Vespignani A. The Parable of Google Flu: Traps in Big Data Analysis. Science. 2014; 343(6176):1203-1205. doi: 10.1126/science.1248506 PMID: 24626916
    • (2014) Science , vol.343 , Issue.6176 , pp. 1203-1205
    • Lazer, D.1    Kennedy, R.2    King, G.3    Vespignani, A.4
  • 21
    • 58149387739 scopus 로고    scopus 로고
    • Dynamic spread of happiness in a large social network: Longitudinal analysis over 20 years in the framingham heart study
    • PMID: 19056788
    • Fowler JH, Christakis NA, et al. Dynamic spread of happiness in a large social network: longitudinal analysis over 20 years in the Framingham Heart Study. BMJ. 2008; 337:a2338. doi: 10.1136/bmj. a2338 PMID: 19056788
    • (2008) BMJ , vol.337 , pp. a2338
    • Fowler, J.H.1    Christakis, N.A.2
  • 22
    • 77950824389 scopus 로고    scopus 로고
    • An investigation of the computer-mediated communication of emotions
    • Harris RB, Paradice D. An investigation of the computer-mediated communication of emotions. Journal of Applied Sciences Research. 2007; 3(12):2081-2090.
    • (2007) Journal of Applied Sciences Research , vol.3 , Issue.12 , pp. 2081-2090
    • Harris, R.B.1    Paradice, D.2
  • 24
    • 80053345545 scopus 로고    scopus 로고
    • Diurnal and, sleep, and daylength across diverse cultures seasonal mood vary with work
    • PMID: 21960633
    • Golder SA, Macy MW. Diurnal and seasonal mood vary with work, sleep, and daylength across diverse cultures. Science. 2011; 333(6051):1878-1881. doi: 10.1126/science.1202775 PMID: 21960633
    • (2011) Science , vol.333 , Issue.6051 , pp. 1878-1881
    • Golder, S.A.1    Macy, M.W.2
  • 26
    • 84933504997 scopus 로고    scopus 로고
    • Positive words carry less information than negative words
    • Garcia D, Garas A, Schweitzer F. Positive words carry less information than negative words. EPJ Data Science. 2012; 1(1):3. doi: 10.1140/epjds3
    • (2012) EPJ Data Science , vol.1 , Issue.1 , pp. 3
    • Garcia, D.1    Garas, A.2    Schweitzer, F.3
  • 27
    • 84898013839 scopus 로고    scopus 로고
    • Detecting emotional contagion in massive social networks
    • PMID: 24621792
    • Coviello L, Sohn Y, Kramer AD, Marlow C, Franceschetti M, Christakis NA, et al. Detecting emotional contagion in massive social networks. PloS one. 2014; 9(3):e90315. doi: 10.1371/journal.pone. 0090315 PMID: 24621792
    • (2014) PloS One , vol.9 , Issue.3 , pp. e90315
    • Coviello, L.1    Sohn, Y.2    Kramer, A.D.3    Marlow, C.4    Franceschetti, M.5    Christakis, N.A.6
  • 28
    • 84914165838 scopus 로고    scopus 로고
    • Words on the web: Noninvasive detection of emotional contagion in online social networks
    • Coviello L, Franceschetti M. Words on the Web: Noninvasive Detection of Emotional Contagion in Online Social Networks. Proceedings of the IEEE. 2014; 102(12). doi: 10.1109/JPROC.2014.2366052
    • (2014) Proceedings of the IEEE , vol.102 , Issue.12
    • Coviello, L.1    Franceschetti, M.2
  • 30
    • 84906071063 scopus 로고    scopus 로고
    • Engineering the public: Big data, surveillance and computational politics
    • Tufekci Z. Engineering the public: Big data, surveillance and computational politics. First Monday. 2014; 19(7). doi: 10.5210/fm.v19i7.4901
    • (2014) First Monday , vol.19 , pp. 7
    • Tufekci, Z.1
  • 31
    • 84907221135 scopus 로고    scopus 로고
    • Protecting human research participants in the age of big data
    • Fiske ST, Hauser RM. Protecting human research participants in the age of big data. Proceedings of the National Academy of Sciences. 2014; 111(38):13675-13676. doi: 10.1073/pnas.1414626111
    • (2014) Proceedings of the National Academy of Sciences , vol.111 , Issue.38 , pp. 13675-13676
    • Fiske, S.T.1    Hauser, R.M.2
  • 33
    • 84875863990 scopus 로고    scopus 로고
    • A large-scale community structure analysis in Facebook
    • Ferrara E. A large-scale community structure analysis in Facebook. EPJ Data Science. 2012; 1(1):1-30. doi: 10.1140/epjds9
    • (2012) EPJ Data Science , vol.1 , Issue.1 , pp. 1-30
    • Ferrara, E.1
  • 37
    • 79953102821 scopus 로고    scopus 로고
    • Twitter mood predicts the stock market
    • Bollen J, Mao H, Zeng X. Twitter mood predicts the stock market. Journal of Computational Science. 2011; 2(1):1-8. doi: 10.1016/j.jocs.2010.12.007
    • (2011) Journal of Computational Science , vol.2 , Issue.1 , pp. 1-8
    • Bollen, J.1    Mao, H.2    Zeng, X.3
  • 40
    • 85015567959 scopus 로고    scopus 로고
    • Quantifying the Effect of Sentiment on Information Diffusion in Social Media
    • Ferrara E, Yang Z. Quantifying the Effect of Sentiment on Information Diffusion in Social Media. PeerJ Computer Science. 2015;p. 1e26.
    • (2015) PeerJ Computer Science , pp. 1e26
    • Ferrara, E.1    Yang, Z.2
  • 43
    • 84909954410 scopus 로고    scopus 로고
    • VADER: A parsimonious rule-based model for sentiment analysis of social media text
    • AAAI
    • Hutto C, Gilbert E. VADER: A Parsimonious Rule-Based Model for Sentiment Analysis of Social Media Text. In: International AAAI Conference on Weblogs and Social Media. AAAI; 2014. p. 216-225.
    • (2014) International AAAI Conference on Weblogs and Social Media , pp. 216-225
    • Hutto, C.1    Gilbert, E.2
  • 46
    • 84880193020 scopus 로고    scopus 로고
    • Emotions and information diffusion in social media-Sentiment of microblogs and sharing behavior
    • Stieglitz S, Dang-Xuan L. Emotions and information diffusion in social media-Sentiment of microblogs and sharing behavior. Journal of Management Information Systems. 2013; 29(4):217-248. doi: 10. 2753/MIS0742-1222290408
    • (2013) Journal of Management Information Systems , vol.29 , Issue.4 , pp. 217-248
    • Stieglitz, S.1    Dang-Xuan, L.2
  • 48
    • 79956110272 scopus 로고    scopus 로고
    • Homophily and contagion are generically confounded in observational social network studies
    • Shalizi CR, Thomas AC. Homophily and contagion are generically confounded in observational social network studies. Sociological methods & research. 2011; 40(2):211-239. doi: 10.1177/ 0049124111404820
    • (2011) Sociological Methods & Research , vol.40 , Issue.2 , pp. 211-239
    • Shalizi, C.R.1    Thomas, A.C.2
  • 49
    • 76049088642 scopus 로고    scopus 로고
    • Distinguishing influence-based contagion from homophily-driven diffusion in dynamic networks
    • Aral S, Muchnik L, Sundararajan A. Distinguishing influence-based contagion from homophily-driven diffusion in dynamic networks. Proceedings of the National Academy of Sciences. 2009; 106 (51):21544-21549. doi: 10.1073/pnas.0908800106
    • (2009) Proceedings of the National Academy of Sciences , vol.106 , Issue.51 , pp. 21544-21549
    • Aral, S.1    Muchnik, L.2    Sundararajan, A.3
  • 50
    • 79956146240 scopus 로고    scopus 로고
    • Sensitivity analysis for contagion effects in social networks
    • VanderWeele TJ. Sensitivity analysis for contagion effects in social networks. Sociological Methods & Research. 2011; 40(2):240-255. doi: 10.1177/0049124111404821
    • (2011) Sociological Methods & Research , vol.40 , Issue.2 , pp. 240-255
    • VanderWeele, T.J.1
  • 53
    • 77956296152 scopus 로고    scopus 로고
    • The spread of behavior in an online social network experiment
    • PMID: 20813952
    • Centola D. The spread of behavior in an online social network experiment. Science. 2010; 329 (5996):1194-1197. doi: 10.1126/science.1185231 PMID: 20813952
    • (2010) Science , vol.329 , Issue.5996 , pp. 1194-1197
    • Centola, D.1
  • 54
    • 84907306169 scopus 로고    scopus 로고
    • Optimal network modularity for information diffusion
    • PMID: 25192129
    • Nematzadeh A, Ferrara E, Flammini A, Ahn YY. Optimal network modularity for information diffusion. Physical review letters. 2014; 113(8):088701. doi: 10.1103/PhysRevLett.113.088701 PMID: 25192129
    • (2014) Physical Review Letters , vol.113 , Issue.8 , pp. 088701
    • Nematzadeh, A.1    Ferrara, E.2    Flammini, A.3    Ahn, Y.Y.4
  • 55
    • 84923172398 scopus 로고    scopus 로고
    • The spontaneous emergence of conventions: An experimental study of cultural evolution
    • Centola D, Baronchelli A. The spontaneous emergence of conventions: An experimental study of cultural evolution. Proceedings of the National Academy of Sciences. 2015; 112(7):1989-1994. doi: 10. 1073/pnas.1418838112
    • (2015) Proceedings of the National Academy of Sciences , vol.112 , Issue.7 , pp. 1989-1994
    • Centola, D.1    Baronchelli, A.2
  • 57
    • 84912036740 scopus 로고    scopus 로고
    • Empathy, emotional contagion, and rapid facial reactions to angry and happy facial expressions
    • PMID: 26272762
    • Dimberg U, Thunberg M. Empathy, emotional contagion, and rapid facial reactions to angry and happy facial expressions. PsyCh Journal. 2012; 1(2):118-127. doi: 10.1002/pchj.4 PMID: 26272762
    • (2012) PsyCh Journal , vol.1 , Issue.2 , pp. 118-127
    • Dimberg, U.1    Thunberg, M.2
  • 62
    • 84896350232 scopus 로고    scopus 로고
    • The simple rules of social contagion
    • PMID: 24614301
    • Hodas NO, Lerman K. The simple rules of social contagion. Scientific reports. 2014; 4. doi: 10.1038/ srep04343 PMID: 24614301
    • (2014) Scientific Reports , vol.4
    • Hodas, N.O.1    Lerman, K.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.