A Semantics-based Approach to Large-Scale Mobile Social Networking

Mobile ad hoc social networks are self-configuring social networks that connect users using mobile devices, such as laptops, PDAs, and cellular phones. These social networks facilitate users to form virtual communities of similar interests or commonalities. This paper proposes semantics-based mobile social network (SMSN), a novel framework of a fully functional mobile ad hoc social network that incorporates semantics of users’ social data. SMSN provides effective and efficient solutions to social network construction, semantics-based user profile matching, multi-hop semantics-based routing, and privacy management. Moreover, SMSN is rigorously benchmarked using an elaborate simulation setup and released as a prototype system that can be run on cellular phones. Due to its generality, SMSN can be applied to a wide range of critical applications, such as disaster-recovery, homeland security, and personnel control.

[1]  Juan Li,et al.  Grid resource discovery based on semantic P2P communities , 2006, SAC.

[2]  Fred L. Templin,et al.  Topology Dissemination Based on Reverse-Path Forwarding (TBRPF) , 2004, RFC.

[3]  Yu-Chee Tseng,et al.  The Broadcast Storm Problem in a Mobile Ad Hoc Network , 1999, Wirel. Networks.

[4]  David W. Conrath,et al.  Semantic Similarity Based on Corpus Statistics and Lexical Taxonomy , 1997, ROCLING/IJCLCLP.

[5]  D. Song,et al.  Private and threshold set-intersection , 2004 .

[6]  Christian Wagner,et al.  The Spatial Node Distribution of the Random Waypoint Mobility Model , 2002, WMAN.

[7]  Martha Palmer,et al.  Verb Semantics and Lexical Selection , 1994, ACL.

[8]  Juan Li,et al.  Building Distributed Index for Semantic Web Data , 2009, 2009 International Conference on Advanced Information Networking and Applications.

[9]  C C. Chiang,et al.  Routing in Clustered Multihop, Mobile Wireless Networks With Fading Channel , 1997 .

[10]  Silvio Micali,et al.  How to play ANY mental game , 1987, STOC.

[11]  A. Yao,et al.  Fair exchange with a semi-trusted third party (extended abstract) , 1997, CCS '97.

[12]  Ram Ramanathan,et al.  Making link-state routing scale for ad hoc networks , 2001, MobiHoc '01.

[13]  Jinyang Li,et al.  Cluster Based Routing Protocol(CBRP) Functional Specification , 1999 .

[14]  Gunnar Karlsson,et al.  A System Architecture for Delay-Tolerant Content Distribution , 2007 .

[15]  Wenliang Du,et al.  Privacy-preserving cooperative statistical analysis , 2001, Seventeenth Annual Computer Security Applications Conference.

[16]  Rebecca Montanari,et al.  Context-Aware Middleware for Anytime, Anywhere Social Networks , 2007, IEEE Intelligent Systems.

[17]  Mario Joa-Ng,et al.  A peer-to-peer zone-based two-level link state routing for mobile ad hoc networks , 1999, IEEE J. Sel. Areas Commun..

[18]  Pascal Paillier,et al.  Public-Key Cryptosystems Based on Composite Degree Residuosity Classes , 1999, EUROCRYPT.

[19]  Andreas von Hessling Semantic User Profiles and their Applications in a Mobile Environment , 2004 .

[20]  Benny Pinkas,et al.  Efficient Private Matching and Set Intersection , 2004, EUROCRYPT.

[21]  Thomas R. Gruber,et al.  Toward principles for the design of ontologies used for knowledge sharing? , 1995, Int. J. Hum. Comput. Stud..

[22]  Nigel Shadbolt,et al.  Resource Description Framework (RDF) , 2009 .

[23]  Vincent Park,et al.  Temporally-Ordered Routing Algorithm (TORA) Version 1 Functional Specification , 2001 .

[24]  Russell Beale,et al.  Supporting social interaction with smart phones , 2005, IEEE Pervasive Computing.

[25]  Sean Bechhofer,et al.  OWL: Web Ontology Language , 2009, Encyclopedia of Database Systems.

[26]  Charles E. Perkins,et al.  Highly dynamic Destination-Sequenced Distance-Vector routing (DSDV) for mobile computers , 1994, SIGCOMM.

[27]  Chris Clifton,et al.  Privacy-preserving distributed mining of association rules on horizontally partitioned data , 2004, IEEE Transactions on Knowledge and Data Engineering.

[28]  Joseph Y. Halpern,et al.  Gossip-based ad hoc routing , 2002, IEEE/ACM Transactions on Networking.

[29]  J. J. Garcia-Luna-Aceves,et al.  A routing protocol for packet radio networks , 1995, MobiCom '95.

[30]  Philippe Jacquet,et al.  Optimized Link State Routing Protocol (OLSR) , 2003, RFC.

[31]  R GruberThomas Toward principles for the design of ontologies used for knowledge sharing , 1995 .

[32]  Charles E. Perkins,et al.  Ad hoc On-Demand Distance Vector (AODV) Routing , 2001, RFC.

[33]  Bernhard Plattner,et al.  Service discovery in mobile ad hoc networks: a field theoretic approach , 2005, Sixth IEEE International Symposium on a World of Wireless Mobile and Multimedia Networks.

[34]  J. Broach,et al.  The dynamic source routing protocol for mobile ad-hoc networks , 1998 .

[35]  Ted Pedersen,et al.  WordNet::Similarity - Measuring the Relatedness of Concepts , 2004, NAACL.

[36]  J. C. Boudreaux,et al.  Intelligent Manufacturing: Programming Environments for CIM , 1993 .

[37]  Ivan Damgård,et al.  A Generalisation, a Simplification and Some Applications of Paillier's Probabilistic Public-Key System , 2001, Public Key Cryptography.

[38]  염흥렬,et al.  [서평]「Applied Cryptography」 , 1997 .

[39]  Zygmunt J. Haas,et al.  The zone routing protocol (zrp) for ad hoc networks" intemet draft , 2002 .

[40]  Wenliang Du,et al.  Secure Multi-party Computational Geometry , 2001, WADS.

[41]  Diego Calvanese,et al.  The Description Logic Handbook: Theory, Implementation, and Applications , 2003, Description Logic Handbook.

[42]  Juan Li,et al.  SOON: A Scalable Self-organized Overlay Network for Distributed Information Retrieval , 2008, DSOM.

[43]  Myoung-Ho Kim,et al.  Information Retrieval Based on Conceptual Distance in is-a Hierarchies , 1993, J. Documentation.

[44]  Vesa A. Korhonen,et al.  Creating context as you go , 2009, MindTrek '09.

[45]  Roy Rada,et al.  Development and application of a metric on semantic nets , 1989, IEEE Trans. Syst. Man Cybern..