Directed networks of online chats: Content-based linking and social structure

8th International Conference on Signal Image Technology and Internet Based Systems, SITIS 2012r

Volumn , Issue , 2012, Pages 725-730

  Gligorijević, Vladimir ^a   Skowron, Marcin ^b   Tadić, Bosiljka ^a  

^a JO EF STEFAN INSTITUTE   (Slovenia)

^b AUSTRIAN RESEARCH INSTITUTE FOR ARTIFICIAL INTELLIGENCE   (Austria)

Author keywords

[No Author keywords available]

Indexed keywords

CENTRALITY MEASURES; COMMUNITY DETECTION; CONTENT-BASED; DIRECTED NETWORK; HIERARCHICAL STRUCTURES; MESSAGE TYPES; ON-LINE SOCIAL NETWORKS; PERSISTENT NETWORKS; SOCIAL ORGANIZATIONS; SOCIAL STRUCTURE; SOCIAL TIES; WEIGHTED NETWORKS; ZIPF'S LAW;

COMPUTATIONAL LINGUISTICS;

EID: 84874071333     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SITIS.2012.117     Document Type: Conference Paper

References (18)

1. M. Boguna and M. Angeles Serrano, "Generalized percolation in random directed networks," Phys. Rev. E, vol. 72, p. 016106, 2005.
2. M. Bradley and P. Lang, "Affective norms for English words (anew): Stimuli, instruction manual and affective ratings," The Center for Research in Psychophysiology, Univ. of Florida, Tech. Rep. C-1, 1999.
3. R. F. i. Cancho and R. V. Sol, "Least effort and the origins of scaling in human language," Proceedings of the National Academy of Sciences, vol. 100, no. 3, pp. 788-791, 2003. [Online]. Available: http://www.pnas.org/content/100/3/788.abstract
4. A. Chmiel, P. Sobkowicz, J. Sienkiewicz, G. Paltoglou, K. Buckley, M. Thelwall, and J. Holyst, "Negative emotions boost user activity at BBC forum," Physica A, vol. 390, p. 29362944, 2011.
5. S. N. Dorogovtsev, A. V. Goltsev, and J. F. F. Mendes, "Critical phenomena in complex networks," Rev. Mod. Phys., vol. 80, no. 4, pp. 1275-1335, Oct 2008.
6. A. Garas, D. Garcia, M. Skowron, and F. Schweitzer, "Emotional persistence in online chatting communities," Scientific Reports, vol. 6, 2012.
7. V. Gligorijević, M. Skowron, and B. Tadić, "Structure and stability of online chat networks built on emotion carrying links," arxiv:1209.4760.
8. A. Kachhvah and N. Gupte, "Transmission of packets on a hierarchical network: Statistics and explosive percolation," CoRR, pp. -1-1, 2011.
9. M. Mitrović, G. Paltoglou, and B. Tadić, "Quantitative analysis of bloggers' collective behavior powered by emotions," Journal of Statistical Mechanics: Theory and Experiment, vol. 2011, no. 02, pp. P02 005+, February 2011. [Online]. Available: http://dx.doi.org/10.1088/1742-5468/2011/02/ P02005
10. M. Mitrović and B. Tadić, "Emergence and structure of cybercommunities," in Handbook of Optimization in Complex Networks, ser. Springer Optimization and Its Applications, M. T. Thai and P. M. Pardalos, Eds. Springer US, 2012, vol. 57, pp. 209-227, [Online] Available: http://dx.doi.org/10.1007/978-1-4614-0754-6-8
11. J.P. Onnela, J. Saramäki, J. Hyvönen, G. Szabó, M. de Menezes, K. Kaski, A.-L. Barabási, and J. Kertész, "Analysis of large-scale weighted networks of one-to-one human communications," New Journal of Physics, vol. 9, no. 6, p. 176, 2007.
12. J. W. Pennebaker, M. E. Francis, and R. K. Booth, Linguistic Inquiry and Word Count: LIWC 2001. Erlbaum Publishers, 2001.
13. M. Skowron and G. Paltoglou, "Affect bartender - affective cues and their application in a conversational agent," in IEEE Symposium Series on Computational Intelligence 2011, Workshop on Affective Computational Intelligence. IEEE, 2011.
14. M. Szell and S. Thurner, "Measuring social dynamics in a massive multiplayer online game," Social networks, vol. 3, pp. 313-329, 2010.
15. M. Thelwall, K. Buckley, G. Paltoglou, D. Cai, and A. Kappas, "Sentiment strength detection in short informal text," J. Am. Soc. Inf. Sci. Technol., vol. 61, pp. 2544-2558, December 2010. [Online]. Available: http://dx.doi.org/10.1002/asi.v61:12
16. J. Ugander, B. Karrer, L. Backstrom, and C. Marlow, "The anatomy of the facebook social graph," arxiv:1111.4503v1, 2011.
17. M. Šuvakov, M. Mitrović, V. Gligorijević, and B. Tadić, "How the online social networks are used: Dialogs-based structure of MySpace," arxiv:1206.6588.
18. J. Živkovi, M. Mitrović, and B. Tadić, "Correlation patterns in gene expressions along the cell cycle of yeast," in Complex Networks, ser. Studies in Computational Intelligence, S. Fortunato, G. Mangioni, R. Menezes, and V. Nicosia, Eds. Springer Berlin / Heidelberg, 2009, vol. 207, pp. 23-34, 10.1007/978-3-642-01206-8-3. [Online]. Available: http://dx.doi.org/10.1007/978-3-642-01206-8-3