From User Comments to On-line Conversations

作者: Bernardo A. Huberman , Mao Ye , Chunyan Wang

DOI:

关键词: Human–computer interactionSocial mediaDynamics (music)Computer scienceConversationLine (text file)

摘要: We present an analysis of user conversations in on-line social media and their evolution over time. propose a dynamic model that accurately predicts the growth dynamics structural properties conversation threads. The successfully reconciles differing observations have been reported existing studies. By separating artificial factors from behaviors, we show there are actually underlying rules common for different websites. Results our supported by empirical measurements throughout number

参考文章(29)
S. Wuchty, B. F. Jones, B. Uzzi, The Increasing Dominance of Teams in Production of Knowledge Science. ,vol. 316, pp. 1036- 1039 ,(2007) , 10.1126/SCIENCE.1136099
Albert-László Barabási, The origin of bursts and heavy tails in human dynamics Nature. ,vol. 435, pp. 207- 211 ,(2005) , 10.1038/NATURE03459
Anna Chmiel, Kamila Kowalska, Janusz A. Hołyst, Scaling of human behavior during portal browsing. Physical Review E. ,vol. 80, pp. 066122- ,(2009) , 10.1103/PHYSREVE.80.066122
Daniel Gruhl, R. Guha, Ravi Kumar, Jasmine Novak, Andrew Tomkins, The predictive power of online chatter knowledge discovery and data mining. pp. 78- 87 ,(2005) , 10.1145/1081870.1081883
Juliette Stehlé, Alain Barrat, Ginestra Bianconi, Dynamical and bursty interactions in social networks Physical Review E. ,vol. 81, pp. 035101- ,(2010) , 10.1103/PHYSREVE.81.035101
Aaron Clauset, Cosma Rohilla Shalizi, M. E. J. Newman, Power-Law Distributions in Empirical Data Siam Review. ,vol. 51, pp. 661- 703 ,(2009) , 10.1137/070710111
Josef Falkinger, LIMITED ATTENTION AS A SCARCE RESOURCE IN INFORMATION-RICH ECONOMIES* The Economic Journal. ,vol. 118, pp. 1596- 1620 ,(2008) , 10.1111/J.1468-0297.2008.02182.X
Eugene Agichtein, Carlos Castillo, Debora Donato, Aristides Gionis, Gilad Mishne, Finding high-quality content in social media web search and data mining. pp. 183- 194 ,(2008) , 10.1145/1341531.1341557
Jacob Ratkiewicz, Santo Fortunato, Alessandro Flammini, Filippo Menczer, Alessandro Vespignani, Characterizing and modeling the dynamics of online popularity. Physical Review Letters. ,vol. 105, pp. 158701- ,(2010) , 10.1103/PHYSREVLETT.105.158701