Abstract
This papers aims at studying the existence of links between the structure of online communications and the contents they are composed of. The study is conducted over two datasets of similar online discussion platforms in different languages: English and Spanish. As a result of our analysis, it is concluded that there are significant trends in the variation patterns observed over the emotional load of user generated contents that are associated to the different types of communication structures existing in the datasets. Moreover, the observed trends are quite similar for both of the studied languages, suggesting that such kind of emotional links between structure and content in online communications are language independent in nature.
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References
Ackerman, B., Fishkin, J.: Deliberation Day. The Journal of Political Philosophy 10(2), 129–152 (2002)
Agarwal, A., Xie, B., Vovsha, I., Rambow, O., Passonneau, R.: Sentiment Analysis of Twitter Data. In: Proceedings of the Workshop on Language in Social Media, pp. 30–38. ACM, New York (2011)
Workshop on Computational Approaches to Subjectivity and Sentiment Analysis (WASSA), http://gplsi.dlsi.ua.es/congre-sos/wassa2011/
Berge, Z., Collins, M.: Computer Mediated Communication and the Online Classroom: Distance Learning. Hampton Press, Cresskill (1995)
Bradley, M., Lang, P.: Affective Norms for English Words (ANEW): Stimuli, Instruction manual and Effective Ratings. Technical report C-1, The Center for Research in Psychophysiology, University of Florida (1999)
Cassell, J., Tversky, D.: The Language of Online Intercultural Community Formation. Journal of Computer-Mediated Communication 10, 16–33 (2005)
Applying Social Network Analysis to Online Communications Networks. Leadership Learning Community, http://leadershiplearning.org/blog/nataliaca/2012-01-30/applying-social-network-analysis-online-communications-networks
Workshop on Content Analysis for the Web 2.0 (CAW2.0), http://caw2.barcelonamedia.org/
Davison, A., Hinkley, D.: Bootstrap Methods and their Applications. Cambridge Series in Statistical and Probabilistic Mathematics. Cambridge University Press (1997)
Gomez, V., Kaltenbrunner, A., Lopez, V.: Statistical Analysis of the Social Network and Discussion Threads in Slashdot. In: 17th International Conference on World Wide Web, pp. 645–654. ACM, New York (2008)
Gonzales, A., Hancock, J., Pennebaker, J.: Language Style Matching as a Predictor of Social Dynamics in Small Groups. Communication Research 37(1), 3–19 (2010)
Gonzalez-Bailon, S., Kaltenbrunner, A., Banchs, R.: The Structure of Political Discussion Networks: A Model for the Analysis of Online Deliberation. Journal of Information Technology, 1–14 (2010)
Habermas, J.: The theory of communicative action, I. Polity, Cambridge (1984)
Habermas, J.: The theory of communicative action, II. Polity, Cambridge (1987)
Herring, S.: Automating Analysis of Social Media Communication: Insights from CMDA. In: Proceedings of the Workshop on Language in Social Media, p. 1. ACM, New York (2011)
Kaltenbrunner, A., Bondia, E., Banchs, R.: Analyzing and Ranking the Spanish Speaking MySpaceC by their Contributions in Forums. In: 18th International World Wide Web Conference (2009)
Laniado, D., Tasso, R., Volkovich, Y., Kaltenbrunner, A.: When the WikipediansTalk: Network and Tree Structure of the Wikipedia Discussion Pages. In: 5th International AAAI Conference on Weblogs and Social Media (2011)
Workshop on Language in Social Media (LSM 2001), http://research.microsoft.com/en-us/events/lsm2011/default.aspx
Nguyen, D., Rose, C.: Language Use as a Reflection of Socialization in Online Communities. In: Proceedings of the Workshop on Language in Social Media, pp. 76–85. ACM, New York (2011)
Pang, B., Lee, L.: Opinion Mining and Sentiment Analysis. Foundations and Trends in Information Retrieval 2(1-2), 1–135 (2008)
Redondo, J., Fraga, I., Padron, I., Comesana, M.: The Spanish adaptation of ANEW (affective norms for English words). Journal of Behavior Research Methods 39(3), 600–605 (2007)
Rossler, P.: Content Analysis in Online Communication: AChallenge for Traditional Methodology. In: Hogrefe, Huber (eds.) Online Social Science, Cambridge (2002)
Szell, M., Lambiotte, R., Thurner, S.: Multirelational Organization of Large-Scale Social Networks in an On-line World. PNAS 107(31), 13636–13641 (2010)
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Banchs, R.E., Kaltenbrunner, A. (2014). Emotional Links between Structure and Content in Online Communications. In: Jaafar, A., et al. Information Retrieval Technology. AIRS 2014. Lecture Notes in Computer Science, vol 8870. Springer, Cham. https://doi.org/10.1007/978-3-319-12844-3_29
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DOI: https://doi.org/10.1007/978-3-319-12844-3_29
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-12843-6
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