Entropy-growth-based model of emotionally charged online dialogues

Julian Sienkiewicz , Skowron Marcin , Georgios Paltoglou , Janusz Hołyst

Abstract

We analyze emotionally annotated massive data from Internet relay chat (IRC) as well as from BBC forum website and model the dialogues between chat participants by assuming that the driving force for the discussion is the entropy growth of emotional probability distribution. This process is claimed to be responsible for a power-law distribution of the discussion lengths observed in the dialogues. We perform numerical simulations based on the noticed phenomenon obtaining a good agreement with the real data. Finally, we propose a method to artificially prolong the duration of the discussion that relies on the entropy of emotional probability distribution. © 2013 World Scientific Publishing Company.
Author Julian Sienkiewicz (FP / LPESS)
Julian Sienkiewicz,,
- Center of Physics in Economics and Social Sciences
, Skowron Marcin
Skowron Marcin,,
-
, Georgios Paltoglou - [University of Wolverhampton]
Georgios Paltoglou,,
-
-
, Janusz Hołyst (FP / LPESS)
Janusz Hołyst,,
- Center of Physics in Economics and Social Sciences
Journal seriesAdvances in Complex Systems, ISSN 0219-5259
Issue year2013
Vol16
No4-5
Pages 1350026-1 - 1350026-25
Publication size in sheets25
Keywords in EnglishEntropy, entropy growth, online dialogues
ASJC Classification2207 Control and Systems Engineering
DOIDOI:10.1142/S0219525913500264
URL http://www.scopus.com/record/display.url?eid=2-s2.0-84879658749&origin=resultslist&sort=plf-f&src=s&st1=Entropy-growth-based+model+of+emotionally+charged+online+dialogues&sid=2368C1034DE8C57C58BFC2458F28FF9C.mw4ft95QGjz1tIFG9A1uw%3a2350&sot=b&sdt=b&sl=81&s=TITLE-ABS-KEY%28Entropy-growth-based+model+of+emotionally+charged+online+dialogues%29&relpos=0&relpos=0&citeCnt=3&searchTerm=TITLE-ABS-KEY%28Entropy-growth-based+model+of+emotionally+charged+online+dialogues%29
ProjectCollective Emotions in Cyberspace . Project leader: Hołyst Janusz, , Phone: 22 234 7133, start date 01-02-2009, end date 31-07-2013, FP7 Grant Agreement 231323, Completed
WF 7 Framework Programme (7 FP) [7 Program Ramowy (7 PR)]
LanguageEnglish
Score (nominal)25
Score sourcejournalList
ScoreMinisterial score = 25.0, 18-05-2020, ArticleFromJournal
Ministerial score (2013-2016) = 25.0, 18-05-2020, ArticleFromJournal
Publication indicators WoS Citations = 7; GS Citations = 14.0; Scopus Citations = 8; Scopus SNIP (Source Normalised Impact per Paper): 2013 = 0.602; WoS Impact Factor: 2013 = 0.786 (2) - 2013=0.918 (5)
Citation count*14 (2020-09-01)
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* presented citation count is obtained through Internet information analysis and it is close to the number calculated by the Publish or Perish system.
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