Can human-like Bots control collective mood: Agent-based simulations of online chats

Journal of Statistical Mechanics: Theory and Experiment

Volumn 2013, Issue 10, 2013, Pages

  Tadić, Bosiljka ^a   Šuvakov, Milovan ^a,b  

^a JO EF STEFAN INSTITUTE   (Slovenia)

^b UNIVERSITY OF BELGRADE   (Serbia)

Author keywords

interacting agent models; scaling in socio economic systems; socio economic networks; stochastic processes

Indexed keywords

EID: 84888582277     PISSN: None     EISSN: 17425468     Source Type: Journal    
DOI: 10.1088/1742-5468/2013/10/P10014     Document Type: Article

References (39)

1. Thurner S, Szell M and Sinatra R 2012 Emergence of good conduct, scaling and Zipf laws in human behavioral sequences in online world PLoS One 7 e29796
2. Mitrović M, Paltoglou G and Tadić B 2011 Quantitative analysis of bloggers' collective behavior powered by emotions J. Stat. Mech. P02005
3. Šuvakov M, Mitrović M, Gligorijević V and Tadić B 2012 How the online social networks are used: dialogues-based structure of MySpace J. R. Soc. Interface 10 20120819
4. Gligorijević V, Skowron M and Tadić B 2013 Structure and stability of online chat networks built on emotion-carrying links Physica A 392 538
5. Gligorijevic V, Skowron M and Tadić B 2012 Directed networks of online chats: content-based linking and social structure SITIS: 8th Int. Conf. on Signal Image Technology and Internet Based Systems, 2012 pp 725-30
6. Skowron M and Paltoglou G 2011 Affect bartender-affective cues and their application in a conversational agent Proc. IEEE Symp. Series on Computational Intelligence pp 1-5
7. Skowron M, Theunis M, Rank S and Borowiec A 2011 Effect of affective profile on communication patterns and affective expressions in interactions with a dialog system ACII'11: Proc. 4th Int. Conf. on Affective Computing and Intelligent Interaction - Volume Part I (Berlin: Springer) pp 347-56
8. Russell J A 1980 A circumplex model of affect J. Pers. Soc. Psychol. 39 1161
9. Calvo R A and D'Mello S 2010 Affect detection: an interdisciplinary review of models, methods, and their applications IEEE Trans. Affect. Comput. 1 18
10. Thelwall M, Buckley K, Paltoglou G, Cai D and Kappas A 2010 Sentiment strength detection in short informal text J. Am. Soc. Inf. Sci. Technol. 61 2544
11. Paltoglou G, Thelwall M and Buckely K 2010 Online textual communication annotated with grades of emotion strength Proc. 3rd Int. Workshop on EMOTION (Satellite of LREC): Corpora for Research on Emotion and Affect pp 25-30
12. Skowron M, Rank S, Theunis M and Sienkiewicz J 2011 The good, the bad and the neutral: affective profile in dialog system-user communication ACII'11: Proc. 4th Int. Conf. on Affective Computing and Intelligent Interaction - Volume Part I (Berlin: Springer) pp 337-46
13. Mitrović M and Tadić B 2012 Dynamics of bloggers' communities: bipartite networks from empirical data and agent-based modeling Physica A 391 5264
14. Šuvakov M, Garcia D, Schweitzer F and Tadić B 2012 Agent-based simulations of emotion spreading in online social networks arXiv:1205.6278
15. Vázquez A, Oliveira J G, Dezsö Z, Goh K-I, Kondor I and Barabási A-L 2006 Modeling bursts and heavy tails in human dynamics Phys. Rev. E 73 036127
16. Mitrović M and Tadić B 2010 Bloggers behavior and emergent communities in blog space Eur. Phys. J. B 73 293
17. Tadić B 2013 Modeling behavior of web users as agents with reason and sentiment Advances in Computational Modeling Research: Theory, Developments and Applications ed A B Kora (New York: Nova Publishing) ISBN: 978-1-62618-065-9
18. Mitrović M, Paltoglou G and Tadić B 2010 Networks and emotion-driven user communities at popular blogs Eur. Phys. J. B 77 597
19. Pour Mohamad Bagher L, Kaedi M and Ghasem-Aghaee N 2009 Anger evaluation for fuzzy agents with dynamic personality Math. Comput. Modelling Dyn. Syst. 15 535
20. Schweitzer F and Garcia D 2010 An agent-based model of collective emotions in online communities Eur. Phys. J. B 77 533
21. Malmgren R D, Stouffer D B, Campanharo A S L O and Amaral L A 2009 On universality in human correspondence activity Science 325 1696
22. Shalizi C R and Thomas A C 2011 Homophili and contagion are generally confounded in observational social networks Sociological Methods Res. 40 211
23. Chmiel A, Sobkowicz P, Sienkiewicz J, Paltoglou G, Buckley K, Thelwall M and Holyst J 2011 Negative emotions boost user activity at BBC forum Physica A 390 2936
24. Gligorijevic V, Šuvakov M and Tadić B 2013 Building social networks of online chats with users, agents and Bots Complex Networks and their Applications ed H Cherifi (Cambridge: Cambridge Scholar Publishing) at press
25. Lowen S B and Teich M C 1995 Estimation and simulation of fractal stochastic point processes Fractals 3 183
26. Hu J, Gao J and Wang X 2009 Multifractal analysis of sunspot time series: the effect of the 11-year cycle and Fourier truncation J. Stat. Mech. P02066
27. Dhar D 1990 Self-organized critical state of sandpile automaton models Phys. Rev. Lett. 64 1613
28. Jensen H J 1998 Self-Organized Criticality: Emergent Complex Behavior in Physical and Biological Systems (Cambridge Lecture Notes in Physics) (Cambridge: Cambridge University Press)
29. Corral Á 2004 Long-term clustering, scaling, and universality in the temporal occurrence of earthquakes Phys. Rev. Lett. 92 108501
30. Tadić B and Dhar D 1997 Emergent spatial structures in critical sandpiles Phys. Rev. Lett. 79 1519
31. Tadić B 1999 Dynamic criticality in driven disordered systems: role of depinning and driving rate in Barkhausen noise Physica A 270 125
32. Spasojević D, Bukvić S, Milošević S and Stanley G 1996 Barkhausen noise: elementary signals, power laws, and scaling relations Phys. Rev. E 54 2531
33. Spasojević D, Janićiević S and Knež ević M 2011 Avalanche distributions in the two-dimensional nonequilibrium zero-temperature random field Ising model Phys. Rev. E 84 051119
34. Alfi V, Coccetti F, Petri A and Pietronero L 2007 Roughness and finite size effects in NYSE stock-price fluctuations Eur. Phys. J. B 55 135 (Pubitemid 46325947)
35. Tsallis C and Bukman D J 1996 Anomalous diffusion in the presence of external forces: exact time-dependent solutions and their thermostatistical basis Phys. Rev. E 54 R2197
36. Hanel R and Thurner S 2011 When do generalized entropies apply? How phase space volume determines entropy Europhys. Lett. 96 50003
37. Tadić B, Thurner S and Rodgers G J 2004 Traffic on complex networks: towards understanding global statistical properties from microscopic density fluctuations Phys. Rev. E 69 036102
38. Tadić B and Thurner S 2004 Information super-diffusion on structured networks Physica A 332 566
39. Sneppen K and Newman M E J 1997 Coherent noise, scale invariance and intermittency in large systems Physica D 110 209