-
Internet forum is the place where online mass incidents usually happen, and is very important in information diffusion and opinion spreading. We empirically analyze the interacting behavior of internet forum users, construct the virtual community network based on implicit interaction behavior. Through inspecting the statistical properties, we find that this virtual community network is directional, asymmetric and disassortative scale free network, and it has hierarchy and community structure.Moreover, user page view is positively correlated with his in-degree, so both can describe the influence power and popularity. From quantitative view, the results show that the effects of influential user with 'contribute-driven' property on information spreading can not be ignored; the success of internet forum needs to increase the activity of the most inert users; if user wants to be authoritative in virtual community networks, he needs to propose interesting message or has a personal brand.
-
Keywords:
- statistical physics /
- complex networks /
- interpersonal interaction /
- power law distribution
[1] Castellano C, Fortunato S, Loreto V 2009 Rev. Mod. Phys. 81 591
[2] Wang L, Fu F, Chen X J, Wang J, Wu B, Chu T G, Xie G M 2008 CAAI Transactions on Intelligent Systems 3 95 (in Chinese) [王 龙、伏 锋、陈小杰、王 靖、武 斌、楚天广、谢广明 2008 智能系统学报 3 95]
[3] Si X M, Liu Y, Xiong F, Zhang Y C, Ding F, Cheng H 2010 Physica A 389 3711
[4] Si X M, Liu Y, Zhang Z J 2009 Int. J. Mod. Phys. C 20 2013
[5] Shi X M, Shi L, Zhang J F 2010 Chin. Phys. B 19 038701
[6] Stauffer D 2005 AIP Conf. Proc. 779 56
[7] Sobkowicz P 2009 J. Artif. Soc. Soc. Sim. 12
[8] Watts D J, Strogatz S H 1998 Nature 393 440
[9] Barabai A L, Albert R 1999 Science 286 509
[10] Newman M E J, Barabási A L, Watts D J 2006 The Structure and Dynamics of Networks (Princeton: Princeton Univ. Press).
[11] Wang Y, Zheng Z G 2009 Acta Phys. Sin. 58 4421 (in Chinese) [王 延、郑志刚 2009 58 4421]
[12] He M H, Zhang D M, Wang H Y, Li X G, Fang P J 2010 Acta Phys. Sin. 59 5175 (in Chinese) [何敏华、张端明、王海艳、李小刚、方频捷 2010 59 5175]
[13] Feng C F, Guan J Y, Wu Z X, Wang Y H 2010 Chin. Phys. B 19 060203
[14] Porter M A, Mucha P J, Newman M E J, Friend A J 2007 Physica A 386 414
[15] Zhang L, Liu Y 2008 Acta Phys. Sin. 57 5419 (in Chinese) [张 立、刘 云 2008 57 5419]
[16] Fu F, Liu L H, Wang L 2008 Physica A 387 675
[17] Hu H B, Wang X F 2009 Phys. Lett. A 373 1105
[18] Mislove A, Marcon M, Gummadi K P, Druschel P, Bhattacharjee B 2007 Proc. 7th ACM SIGCOMM Conf. Int. Meas., San Diego, USA, ACM Press, 29
[19] Grabowski A 2007 Physica A 385 363
[20] Ahn Y Y, Han S, Kwak H, Moon S, Jeong H 2007 Proceedings of the 16th international conference on World Wide Web, Banff, Canada, ACM Press, 835
[21] Newman M E J 2003 Phys. Rev. E 67 026126
-
[1] Castellano C, Fortunato S, Loreto V 2009 Rev. Mod. Phys. 81 591
[2] Wang L, Fu F, Chen X J, Wang J, Wu B, Chu T G, Xie G M 2008 CAAI Transactions on Intelligent Systems 3 95 (in Chinese) [王 龙、伏 锋、陈小杰、王 靖、武 斌、楚天广、谢广明 2008 智能系统学报 3 95]
[3] Si X M, Liu Y, Xiong F, Zhang Y C, Ding F, Cheng H 2010 Physica A 389 3711
[4] Si X M, Liu Y, Zhang Z J 2009 Int. J. Mod. Phys. C 20 2013
[5] Shi X M, Shi L, Zhang J F 2010 Chin. Phys. B 19 038701
[6] Stauffer D 2005 AIP Conf. Proc. 779 56
[7] Sobkowicz P 2009 J. Artif. Soc. Soc. Sim. 12
[8] Watts D J, Strogatz S H 1998 Nature 393 440
[9] Barabai A L, Albert R 1999 Science 286 509
[10] Newman M E J, Barabási A L, Watts D J 2006 The Structure and Dynamics of Networks (Princeton: Princeton Univ. Press).
[11] Wang Y, Zheng Z G 2009 Acta Phys. Sin. 58 4421 (in Chinese) [王 延、郑志刚 2009 58 4421]
[12] He M H, Zhang D M, Wang H Y, Li X G, Fang P J 2010 Acta Phys. Sin. 59 5175 (in Chinese) [何敏华、张端明、王海艳、李小刚、方频捷 2010 59 5175]
[13] Feng C F, Guan J Y, Wu Z X, Wang Y H 2010 Chin. Phys. B 19 060203
[14] Porter M A, Mucha P J, Newman M E J, Friend A J 2007 Physica A 386 414
[15] Zhang L, Liu Y 2008 Acta Phys. Sin. 57 5419 (in Chinese) [张 立、刘 云 2008 57 5419]
[16] Fu F, Liu L H, Wang L 2008 Physica A 387 675
[17] Hu H B, Wang X F 2009 Phys. Lett. A 373 1105
[18] Mislove A, Marcon M, Gummadi K P, Druschel P, Bhattacharjee B 2007 Proc. 7th ACM SIGCOMM Conf. Int. Meas., San Diego, USA, ACM Press, 29
[19] Grabowski A 2007 Physica A 385 363
[20] Ahn Y Y, Han S, Kwak H, Moon S, Jeong H 2007 Proceedings of the 16th international conference on World Wide Web, Banff, Canada, ACM Press, 835
[21] Newman M E J 2003 Phys. Rev. E 67 026126
计量
- 文章访问数: 8653
- PDF下载量: 1211
- 被引次数: 0
下载:
