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
[61]   On Modeling Malware Propagation in Generalized Social Networks [J].
Cheng, Shin-Ming ;
Ao, Weng Chon ;
Chen, Pin-Yu ;
Chen, Kwang-Cheng .
IEEE COMMUNICATIONS LETTERS, 2011, 15 (01) :25-27
[62]  
Chiang M., 2008, FDN TRENDS NETWORKIN, V2, P381, DOI DOI 10.1561/1300000009
[63]  
Chiang M., 2012, Networked Life: 20 Questions and Answers
[64]   Layering as optimization decomposition: A mathematical theory of network architectures [J].
Chiang, Mung ;
Low, Steven H. ;
Calderbank, A. Robert ;
Doyle, John C. .
PROCEEDINGS OF THE IEEE, 2007, 95 (01) :255-312
[65]   Radio resource management of self-organizing OFDMA wireless mesh networks [J].
Chu, Feng Seng ;
Chen, Kwang Cheng .
WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2011, 11 (03) :306-320
[66]  
Chun-cheng Chen, 2010, 2010 IEEE 7th International Conference on Mobile Ad-Hoc and Sensor Systems (MASS 2010), P1, DOI 10.1109/MASS.2010.5663974
[67]   Graph-based data mining [J].
Cook, DJ ;
Holder, LB .
IEEE INTELLIGENT SYSTEMS & THEIR APPLICATIONS, 2000, 15 (02) :32-+
[68]   Socially-aware routing for publish-subscribe in delay-tolerant mobile ad hoc networks [J].
Costa, Paolo ;
Mascolo, Cecilia ;
Musolesi, Mirco ;
Picco, Gian Pietro .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2008, 26 (05) :748-760
[69]   Collective cognition in animal groups [J].
Couzin, Iain D. .
TRENDS IN COGNITIVE SCIENCES, 2009, 13 (01) :36-43
[70]   PROBABILITY, FREQUENCY AND REASONABLE EXPECTATION [J].
COX, RT .
AMERICAN JOURNAL OF PHYSICS, 1946, 14 (01) :1-13