Introduction to Social Networks: Analysis and Case Studies

作者: Nagehan İlhan , Şule Gündüz-Öğüdücü , A. Şima Etaner-Uyar

DOI: 10.1007/978-3-7091-1797-2_1

关键词:

摘要: Social networks are platforms to share media, ideas, news, links or any kind of content between users and their neighbors, thus providing a perfect reflection the structure dynamics society. The recent advances in social media growing use networking tools have lead explosive growth information available over Internet created need better understand underlying knowledge flow. Network Analysis focuses on analyzing relationships within users/groups order model interactions includes assumptions about how best describe explain network. understanding become popular research topics vast number studies been performed. This chapter provides definitions basic concepts briefly introduces covered book.

参考文章(51)
Charu C. Aggarwal, Philip S. Yu, An Introduction to Privacy-Preserving Data Mining Privacy-Preserving Data Mining. pp. 1- 9 ,(2008) , 10.1007/978-0-387-70992-5_1
Tamás Nepusz, Gábor Csárdi, The igraph software package for complex network research InterJournal Complex Systems. ,vol. 1695, ,(2006)
Bing Tian Dai, Freddy Chong Tat Chua, Ee-Peng Lim, Structural analysis in multi-relational social networks siam international conference on data mining. pp. 451- 462 ,(2012) , 10.1137/1.9781611972825.39
S. Milgram, The Small World Problem Psychology today. ,vol. 1, pp. 60- 67 ,(1967)
James Moody, Douglas R. White, Structural Cohesion and Embeddedness: A Hierarchical Concept of Social Groups American Sociological Review. ,vol. 68, pp. 103- 127 ,(2003) , 10.2307/3088904
Matthieu Latapy, Pascal Pons, Computing communities in large networks using random walks (long version) arXiv: Physics and Society. ,(2005)
Rajeev Motwani, Terry Winograd, Lawrence Page, Sergey Brin, The PageRank Citation Ranking : Bringing Order to the Web the web conference. ,vol. 98, pp. 161- 172 ,(1999)
M. Girvan, M. E. J. Newman, Community structure in social and biological networks Proceedings of the National Academy of Sciences of the United States of America. ,vol. 99, pp. 7821- 7826 ,(2002) , 10.1073/PNAS.122653799