A novel approach for modeling and managing spontaneous social communities over MANETs

Social Network Analysis and Mining

Volumn 3, Issue 3, 2013, Pages 685-700

  Tian, Zhao ^a   Samaan, Nancy ^b  

^a UNIVERSITY OF OTTAWA   (Canada)

^b UNIVERSITY OF OTTAWA   (Canada)

Author keywords

Ad hoc networks; Distributed principal component analysis; Mobile social communities; Profile matching

Indexed keywords

AD HOC NETWORKS; MIDDLEWARE; MOBILE TELECOMMUNICATION SYSTEMS; PRINCIPAL COMPONENT ANALYSIS;

COMMUNICATION COST; COMMUNITY STRUCTURES; DEGREE OF STABILITY; DISTRIBUTED TECHNIQUES; MOBILE SOCIAL COMMUNITIES; PROFILE MATCHING; SOCIAL COMMUNITIES; STATISTICAL ANALYSIS METHODS;

MOBILE AD HOC NETWORKS;

EID: 84947224119     PISSN: 18695450     EISSN: 18695469     Source Type: Journal    
DOI: 10.1007/s13278-013-0115-y     Document Type: Article

References (37)

1. Akcora C, Carminati B, Ferrari E (2013) User similarities on social networks. Soc Netw Anal Min, pp 1–21. doi:10.1007/s13278-012-0090-8
2. Basit Qureshi GM, Kouvatsos D, Ilyas M (2010) An adaptive content sharing protocol for p2p mobile social networks. In: Proceedings of 2010 IEEE 24th International Conference on Advanced Information Networking and Application, pp 413–418
3. Bhattacharyya P, Garg A, Wu S (2011) Analysis of user keyword similarity in online social networks. Soc Netw Anal Min 1(3):143–158
4. Boix EG, Carreton AL, Scholliers C, Van Cutsem T, De Meuter W, D’Hondt T (2011) Flocks: enabling dynamic group interactions in mobile social networking applications. In: Proceedings of the 2011 ACM Symposium on Applied Computing, ACM, SAC ’11, pp 425–432
5. Catanese S, Ferrara E, Fiumara G (2013) Forensic analysis of phone call networks. Soc Netw Anal Min 3(1):15–33
6. Costa P, Musolesi M, Mascolo C, Picco G (2006) Adaptive content based routing for delay tolerant mobile ad hoc networks. In: Research Notes RN/06/0808, University College London
7. Costa P, Mascolo C, Musolesi M, Picco G (2008) Socially-aware routing for publish-subscribe in delay-tolerant mobile ad hoc networks. IEEE J Sel Areas Commun 26(5):748–760
8. Endler M, Skyrme A, Schuster D, Springer T (2011) MobilisGroups: location-based group formation in mobile social networks. In: Pervasive Computing and Communications Workshops (PERCOM Workshops), 2011 IEEE International Conference, pp 502–507
9. Fan J, Chen J, Du Y, Gao W, Wu J, Sun Y (2013) Geo-community-based broadcasting for data dissemination in mobile social networks. In. IEEE Transactions on Parallel and Distributed Systems 24(4): 734–743
10. Gao W, Li Q, Zhao B, Cao G (2013) Social-aware multicast in disruption-tolerant networks. In. IEEE/ACM Transactions on Networking 20(5):1553–1566
11. Gilbert F, Simonetto P, Zaidi F, Jourdan F, Bourqui R (2011) Communities and hierarchical structures in dynamic social networks: analysis and visualization. Soc Netw Anal Min 1(2):83–95
12. Gruber TR (1993) A translation approach to portable ontology specifications. Knowl Acquis 5(2):199–220
13. Gupta A, Kalra A, Boston D, Borcea C (2009) MobiSoC: a middleware for mobile social computing applications. Mob Netw Appl 14(1):35–52
14. Hanzo L, Tafazolli R (2007) A survey of qos routing solutions for mobile ad hoc networks. IEEE Commun Surv Tutor 9(2):50–70
15. Hui P, Crowcroft J, Yoneki E (2008) Bubble rap: social-based forwarding in delay tolerant networks. In: MobiHoc’08, 26–30 May, ACM
16. Kempel D, Kleinberg J, Tardos E (2003) Maximizing the spread of influence through a social network. In: SIGKDD ’03, ACM, Washington, DC, pp 137–146
17. Kendall M, Stuart A (1977) The advanced theory of statistics, vol 1, 4th edn. Charles Grifin and Co., London
18. Leberknight C, Inaltekin H, Chiang M, Poor HV (2012) The evolution of online social networks: a tutorial survey. IEEE Signal Process Mag 29(2):41–52
19. Li M, Cao N, Yu S, Lou W (2011) Findu: privacy-preserving personal profile matching in mobile social networks. In: INFOCOM, 2011 Proceedings, IEEE, pp 2435–2443
20. Liang X, Li X, Zhang K, Lu R, Lin X, Shen X (2013) Fully anonymous profile matching in mobile social networks. IEEE J Sel Areas Commun (to appear)
21. Maglaras L, Katsaros D (2012) New measures for characterizing the significance of nodes in wireless ad hoc networks via localized path-based neighborhood analysis. Soc Netw Anal Min 2(2):97–106
22. Miluzzo E, Lane ND, Fodor K, Peterson R, Lu H, Musolesi M, Eisenman SB, Zheng X, Campbell AT (2008) Sensing meets mobile social networks: the design, implementation and evaluation of the cenceme application. In: Proceedings of the 6th ACM conference on Embedded network sensor systems, SenSys ’08, ACM, pp 337–350
23. Mokhtar SB, McNamara L, Capra L (2009) A middleware service for pervasive social networking. In: Proceedings of the International Workshop on Middleware for Pervasive Mobile and Embedded Computing, M-PAC ’09, ACM, pp 2:1–2:6
24. Niazi M, Hussain A (2009) Agent-based tools for modeling and simulation of self-organization in peer-to-peer, ad hoc, and other complex networks. IEEE Commun Mag 47(3):166–173
25. Nikander P, Gurtov A, Henderson T (2010) Host identity protocol (hip): connectivity, mobility, multi-homing, security, and privacy over ipv4 and ipv6 networks. IEEE Commun Surv Tutor 12(2):186–204
26. Pietilinen A, Oliver E, LeBrun J, Varghese G, Diot C (2009) MobiClique: middleware for mobile social networking. In: 2nd Workshop on Online Social Networks, pp 49–54
27. Rocchio JJ (1971) Relevance feedback in information retrieval. Prentice Hall, Englewood Cliffs, pp 313–323
28. Saber R, Fax J, Murray R (2007) Consensus and cooperation in networked multi-agent systems. Proc IEEE 95(1):215–233
29. Salton G, Buckley C (1988) Term-weighting approaches in automatic text retrieval. Inf Process Manage 24(5):513–523
30. Santos A, Cardoso J, Ferreira D, Diniz P, Chaínho P (2010) Providing user context for mobile and social networking applications. Pervasive Mobile Comput 6(3):324–341
31. Simoes J, Magedanz T (2010) Understanding and predicting human behavior for social communities. In: Handbook of Social Network Technologies, Springer, pp 427–445
32. Srirama S, Paniagua C, Flores H (2012) Social group formation with mobile cloud services. Serv Oriented Comput Appl, pp 1–12. doi:10.1007/s11761-012-0111-5
33. Tramp S, Frischmuth P, Arndt N, Ermilov T, Auer S (2011) Weaving a distributed, semantic social network for mobile users. Semant Web: Res Appl 6643:200–214
34. Vastardis N, Yang K (2013) Mobile social networks: architectures, social properties and key research challenges. IEEE Commun Surv Tutor (to appear)
35. Wall M, Rechtsteiner A, Rocha L (2003) Singular value decomposition and principal component analysis. In: A Practical Approach to Microarray Data Analysis, Springer, pp 91–109
36. Wang Y, Cong G, Song G, Xie K (2010) Community-based greedy algorithm for mining top-k influential nodes in mobile social networks. In: Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining, KDD ’10, ACM, New York, pp 1039–1048
37. Zhang Y, Gao W, Cao G, Porta TL, Krishnamachari B, Iyengar A (2012) Social-aware data diffusion in delay tolerant manets. Handb Optim Complex Netw 58:457–481