From Technological Networks to Social Networks

被引:68
作者
Chen, Kwang-Cheng [1 ]
Chiang, Mung [2 ]
Poor, H. Vincent [2 ]
机构
[1] Natl Taiwan Univ, Grad Inst Commun Engn, Taipei 10764, Taiwan
[2] Princeton Univ, Dept Elect Engn, Princeton, NJ 08544 USA
基金
美国国家科学基金会;
关键词
Social networks; network science; random graph; Internet; big data; statistical information processing; networked data; data analysis; social behavior; network economy; information epidemics; statistical communication theory; EPIDEMIC INFORMATION DISSEMINATION; RADIO RESOURCE-MANAGEMENT; SMALL-WORLD; COMMUNITY STRUCTURE; COGNITIVE RADIO; THEORETIC FRAMEWORK; MULTIUSER DETECTION; TOPOLOGY DISCOVERY; INTERNET TOPOLOGY; COMPLEX NETWORKS;
D O I
10.1109/JSAC.2013.SUP.0513049
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Social networks overlaid on technological networks account for a significant fraction of Internet use. Through graph theoretic and functionality models, this paper examines social network analysis and potential implications for the design of technological networks, and vice versa. Such interplay between social networks and technological networks suggests new directions for future research in networking.
引用
收藏
页码:548 / 572
页数:25
相关论文
共 185 条
[1]  
Achlioptas Dimitris., 2005, Proceedings of the thirty-seventh annual ACM symposium on Theory of computing, STOC '05, P694, DOI DOI 10.1145/1060590
[2]   How to search a social network [J].
Adamic, L ;
Adar, E .
SOCIAL NETWORKS, 2005, 27 (03) :187-203
[3]   Statistical mechanics of complex networks [J].
Albert, R ;
Barabási, AL .
REVIEWS OF MODERN PHYSICS, 2002, 74 (01) :47-97
[4]   Error and attack tolerance of complex networks [J].
Albert, R ;
Jeong, H ;
Barabási, AL .
NATURE, 2000, 406 (6794) :378-382
[5]   Understanding Internet topology: Principles, models, and validation [J].
Alderson, D ;
Li, L ;
Willinger, W ;
Doyle, JC .
IEEE-ACM TRANSACTIONS ON NETWORKING, 2005, 13 (06) :1205-1218
[6]  
[Anonymous], 2003, Internet mathematics, DOI [10.1080/15427951.2004.10129088, DOI 10.1080/15427951.2004.10129088]
[7]  
[Anonymous], MATH BIOL
[8]  
[Anonymous], THESIS DELFT U TECHN
[9]  
[Anonymous], 1979, NONNEGATIVE MATRICES
[10]  
[Anonymous], 2007, ACM Trans. Knowl. Discov. Data