[1] 胡海波, 王科, 徐玲, 等. 基于复杂网络理论的在线社会网络分析[J]. 复杂系统与复杂性科学, 2008, 5(2): 1-14.
Hu Haibo, Wang Ke, Xu Ling, et al. Analysis of online social networks based on complex network theory[J]. Complex Systems and Complexity Science, 2008, 5(2): 1-14.
[2] Holme P, Edling C R, Liljeros F. Structure and time evolution of an Internet dating community[J]. Social Networks, 2004, 26: 155-174.
[3] Viswanath B, Mislove A, Cha M, et al. On the evolution of user interaction in Facebook[C]//Proceedings of the 2nd ACM Workshop on Online Social Networks. New York: ACM Press, 2009: 37-42.
[4] Kumar R, Novak J, Tomkins A. Structure and evolution of online social networks[C]//Proceedings of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. New York: ACM Press, 2006: 611-617.
[5] Hu H, Wang X. Evolution of a large online social network[J]. Physics Letters A, 2009, 373: 1105-1110.
[6] Rivera M T, Soderstrom S B, Uzzi B. Dynamics of dyads in social networks: assortative, relational, and proximity mechanisms[J]. Annu Rev Sociol, 2010, 36(1): 91-115.
[7] McPherson M, Smith-Lovin L, Cook J M. Birds of a feather: homophily in social networks[J]. Annu Rev Sociol, 2001, 27: 415-444.
[8] Currarini S, Jackson M O, Pin P. an economic model of friendship: homophily, minorities and segregation[J]. Econometrica, 2009, 77: 1003-1045.
[9] Burgess S, Sanderson E, Umaña-Aponte M. School ties: an analysis of homophily in an adolescent friendship network[DB/OL].[2014-04-01]. www.bris.ac.uk/cmpo/publications/papers/2011/wp267.pdf.
[10] Leskovec J, Horvitz E. Planetary-scale views on a large instant-messaging network[C]//Proceedings of the 17th International Conference on World Wide Web. New York: ACM Press, 2008: 915-924.
[11] Skopek J, Schulz F, Blossfeld H P. Who contacts whom? educational homophily in online mate selection[J]. Eur Sociol Rev, 2011, 27(2): 180-195.
[12] Fiore A T, Donath J S. Homophily in online dating: when do you like someone like yourself[C]//CHI’05 Extended Abstracts on Human Factors in Computing Systems. New York: ACM Press, 2005: 1371-1374.
[13] Hitsch G J, Hortacsu A, Ariely D. What makes you click?-mate preferences in online dating[J]. Quantitative Marketing and Economics, 2010, 8(4): 393-427.
[14] Buss D M. Sex differences in human mate preferences: evolutionary hypotheses tested in 37 cultures[J]. Behavioral and Brain Sciences, 1989, 12: 1-49.
[15] Buss D M. The Evolution of Desire: Strategies of Human Mating[M]. New York: Basic Books, 1995.
[16] Eastwick P W, Finkel E J. Sex differences in mate preferences revisited: do people know what they initially desire in a romantic partner?[J]. Journal of Personality and Social Psychology, 2008, 94(2): 245-264.
[17] Fisman R, Iyengar S S, Kamenica E, et al. Gender differences in mate selection: evidence from a speed dating experiment[J]. Quarterly Journal of Economics, 2006, 2: 673-697.
[18] Eagly A H, Wood W. The origins of sex differences in human behavior[J]. American Psychologist, 1999, 54(6): 408-423.
[19] Lauw H, Shafer J C, Agrawal R, et al. Homophily in the digital world: a liveJournal case study[J]. IEEE Internet Computing, 2010, 14(2): 15-23.
[20] Mazur E, Richards L. Adolescents’ and emerging adults’ social networking online: homophily or diversity[J]. Journal of Applied Developmental Psychology, 2011, 32: 180-188.
[21] Thelwall M. Homophily in MySpace[J]. Journal of the American Society for Information Science & Technology, 2009, 60(2): 219-231.
[22] Mayer A. Online social networks in economics[J]. Decision Support Systems, 2009, 47: 169-184.
[23] Mislove A, Viswanath B, Gummadi K P, et al. You are who you know: inferring user profiles in online social networks[C]//Proceedings of the Third ACM International Conference on Web Search and Data Mining. New York: ACM Press, 2010: 251-260.
[24] Wimmer A, Lewis K. Beyond and below racial homophily: ERG models of a friendship network documented on Facebook[J]. American Journal of Sociology, 2010, 116(2): 583-642.
[25] Aiello L M, Barrat A, Cattuto C, et al. Link creation and profile alignment in the aNobii social network[C]//Proceedings of the 2010 IEEE Second International Conference on Social Computing. Washington, DC: IEEE Computer Society, 2010: 249-256.
[26] Aiello L M, Barrat A, Cattuto C, et al. Link creation and information spreading over social and communication ties in an interest-based online social network[J]. EPJ Data Science, 2012, 1: 12.
[27] Aiello L M, Barrat A, Schifanella R, et al. Friendship prediction and homophily in social media[J]. ACM Trans Web, 2012, 6(2): 373-382.
[28] Kang J H, Lerman K. Using lists to measure homophily on twitter[C]//Workshops at the Twenty-Sixth AAAI Conference on Artificial Intelligence. 2012: 26-32.
[29] Bisgin H, Agarwal N, Xu X. A study of homophily on social media[J]. World Wide Web, 2012, 15: 213-232.
[30] Bollen J, Goncalves B, Ruan G, et al. Happiness is assortative in online social networks[J]. Artificial Life, 2011, 17(3): 237-251.
[31] DiPrete T A, Eirich G M. Cumulative advantage as a mechanism for inequality: a review of theoretical and empirical developments[J]. Annu Rev Sociol, 2006, 32(1): 271-297.
[32] Abbasi A, Hossain L, Leydesdorff L. Betweenness centrality as a driver of preferential attachment in the evolution of research collaboration networks[J]. Journal of Informetrics, 2012, 6(3): 403-412.
[33] Hébert-Dufresne L, Allard A, Marceau V, et al. Structural preferential attachment: stochastic process for the growth of scale-free, modular, and self-similar systems[J]. Phys Rev E, 2012, 85(2): 026108.
[34] Grabowicz P A, Ramasco J J, Eguiluz V M. Dynamics in online social networks[DB/OL].[2014-04-01]. http://arxiv.org/abs/1210.0808.
[35] Leskovec J, Backstrom L, Kumar R, et al. Microscopic evolution of social networks[C]//Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. New York: ACM Press, 2008: 462-470.
[36] Lang J, Wu S F. Anti-preferential attachment: if I follow you, will you follow me?[C]//IEEE Third International Conference on Privacy, Security, Risk and Trust (PASSAT) and IEEE Third International Conference on Social Computing. Washington, DC: IEEE Computer Society, 2011: 339-346.
[37] Mislove A, Koppula H S, Gummadi K P, et al. Growth of the flickr social network[C]//Proceedings of the First Workshop on Online Social Networks. New York: ACM Press, 2008: 25-30.
[38] Zhao J, Lui J C S, Towsley D, et al. Empirical analysis of the evolution of follower network: a case study on Douban[C]//IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS). Washington, DC: IEEE Computer Society, 2011: 924-929.
[39] Garg S, Gupta T, Carlsson N, et al. Evolution of an online social aggregation network: an empirical study[C]//Proceedings of the 9th ACM SIGCOMM Conference on Internet Measurement Conference. New York: ACM Press, 2009: 315-321.
[40] Szell M, Thurner S. Measuring social dynamics in a massive multiplayer online game[J]. Social Networks, 2010, 32(4): 313-329.
[41] Hu H, Wang X. How people make friends in social networking sites-a microscopic perspective[J]. Physica A, 2012, 391: 1877-1886.
[42] Rocha L E C, Liljeros F, Holme P. Information dynamics shape the sexual networks of internet-mediated prostitution[J]. Proc Natl Acad Sci USA, 2010, 107(13): 5706-5711.
[43] Kunegis J, Blattner M, Moser C. Preferential attachment in online networks: measurement and explanations[DB/OL].[2014-04-01]. http://arxiv.org/abs/1303.6271.
[44] Zhao X, Sala A, Wilson C, et al. Multi-scale dynamics in a massive online social network[C]//Proceedings of the 2012 ACM Conference on Internet Measurement. New York: ACM Press, 2012: 171-184.
[45] Li M, Gao L, Fan Y, et al. Emergence of global preferential attachment from local interaction[J]. New Journal of Physics, 2010, 12(4): 043029.
[46] Utz S. Show me your friends and I will tell you what type of person you are: how one’s profile, number of friends, and type of friends influence impression formation on social network sites[J]. Journal of Computer-Mediated Communication, 2010, 15 (2): 314-335.
[47] Lu Y, Jerath K, Singh P V. The Emergence of opinion leaders in a networked online community: a dyadic model with time dynamics and a heuristic for fast estimation[J]. Management Science, 2013, 59(8): 1783-1799.
[48] Kim J Y, Jo H H. A signalling explanation for preferential attachment in the evolution of social networks[J]. Journal of Evolutionary Economics, 2010, 20: 375-393.
[49] Allamanis M, Scellato S, Mascolo C. Evolution of a location-based online social network: analysis and models[C]//Proceedings of the 2012 ACM Conference on Internet Measurement. New York: ACM Press, 2012: 145-158.
[50] Klimek P, Thurner S. Triadic closure dynamics drives scaling laws in social multiplex networks[J]. New Journal of Physics, 2013, 15: 063008.
[51] Scellato S, Noulas A, Mascolo C. Exploiting place features in link prediction on location-based social networks[C]//Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. New York: ACM Press, 2011: 1046-1054.
[52] Cho E, Myers S A, Leskovec J. Friendship and mobility: user movement in location-based social networks[C]//Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. New York: ACM Press, 2011: 1082-1090.
[53] Scellato S, Noulas A, Lambiotte R, et al. Socio-spatial properties of online location-based social networks[C]//Proceedings of the Fifth International AAAI Conference on Weblogs and Social Media. Palo Alto, CA: The AAAI Press, 2011: 329-336.
[54] Scellato S, Mascolo C, Musolesi M, et al. Distance matters: geo-social metrics for online social networks[DB/OL] [2014-02-20].http://www.usenix.org/legacy/events/wosn10/tech/slides/scellato.pdf.
[55] Takhteyev Y, Gruzd A, Wellman B. Geography of twitter networks[J]. Social Networks, 2012, 34: 73-81.
[56] Levy M, Goldenberg J. The gravitational law of social interaction[J]. Physica A, 2014, 393: 418-426.
[57] Kleinberg J M. Navigation in a small world[J]. Nature, 2000, 406: 845.
[58] Liben-Nowell D, Nowak J, Kumar R, et al. Geographic routing in social networks[J]. Proc Natl Acad Sci USA, 2005, 102: 11623-11628.
[59] Hu Y, Wang Y, Li D, et al. Possible origin of efficient navigation in small worlds[J]. Phys Rev Lett, 2011, 106: 108701.
[60] Zipf G K. Human Behavior and the Principle of Least Effort[M]. Cambridge, MA: Addison-Wesley Press, 1949.
[61] Vázquez A. Growing network with local rules: preferential attachment, clustering hierarchy, and degree correlations[J]. Phys Rev E, 2003, 67(5): 056104.
[62] Ghoshal G, Chi L, Barabási A L. Uncovering the role of elementary processes in network evolution[J]. Sci Rep, 2013, 3: 2920.
[63] Lü L, Zhou T. Link prediction in complex networks: a survey[J]. Physica A, 2011, 390: 1150-1170.
[64] Lü L, Medo M, Yeung C H, et al. Recommender systems[J]. Physics Reports, 2012, 519: 1-49.
[65] Kim M, Leskovec J. Multiplicative attribute graph model of real-world networks[J]. Internet Mathematics, 2012, 8(1/2): 113-160.
[66] Krivitsky P N, Handcock M S, Raftery A E, et al. Representing degree distributions, clustering, and homophily in social networks with latent cluster random effects models[J]. Social Networks, 2009, 31(3): 204-213.
[67] Tarbush B, Teytelboym A. Homophily in online social networks[J]. Lecture Notes in Computer Science, 2012, 7695: 512-518.
[68] Traud A L, Mucha P J, Porter M A. Social structure of Facebook networks[J]. Physica A, 2012, 391: 4165-4180.
[69] Agarwal A, Rambow O, Bhardwaj N. Predicting interests of people on online social network[C]//Proceedings of the 2009 International Conference on Computational Science and Engineering-Volume 04. Washington, DC: IEEE Computer Society, 2009: 735-740.
[70] Steurer M, Trattner C. Predicting interactions in online social networks: an experiment in second life[DB/OL].[2014-02-20]. http://www.christophtrattner.info/pubs/msn 2013_CR.pdf.
[71] de Blasio B F, Seierstad T G, Aalen O O. Frailty effects in networks: comparison and identification of individual heterogeneity versus preferential attachment in evolving networks[J]. J R Stat Soc Ser C Appl Stat, 2011, 60: 239-259.
[72] Pearl J. Causality: Models, Reasoning and Inference[M]. New York: Cambridge University Press, 2009.
[73] Gallos L K, Rybski D, Liljeros F, et al. How people interact in evolving online affiliation networks[J]. Phys Rev X, 2012, 2(3): 031014.
[74] Wang Z Z, Zhu J J H. Homophily versus preferential attachment: evolutionary mechanisms of scientific collaboration networks[J]. Int J Mod Phys C, 2014, 25: 1440014.