Using agents to personalize the Web
Proceedings of the 2nd international conference on Intelligent user interfaces
Persona: A Contextualized and Personalized Web Search
HICSS '02 Proceedings of the 35th Annual Hawaii International Conference on System Sciences (HICSS'02)-Volume 3 - Volume 3
Routing Through the Mist: Privacy Preserving Communication in Ubiquitous Computing Environments
ICDCS '02 Proceedings of the 22 nd International Conference on Distributed Computing Systems (ICDCS'02)
Association Rule Mining in Peer-to-Peer Systems
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Estimating network size from local information
Information Processing Letters
k-TTP: a new privacy model for large-scale distributed environments
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Privacy-preserving Bayesian network structure computation on distributed heterogeneous data
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Trust-Based Community Formation in Peer-to-Peer File Sharing Networks
WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
Semantic integration: a survey of ontology-based approaches
ACM SIGMOD Record
Distributed Uniform Sampling in Unstructured Peer-to-Peer Networks
HICSS '06 Proceedings of the 39th Annual Hawaii International Conference on System Sciences - Volume 09
Public-key cryptosystems based on composite degree residuosity classes
EUROCRYPT'99 Proceedings of the 17th international conference on Theory and application of cryptographic techniques
On private scalar product computation for privacy-preserving data mining
ICISC'04 Proceedings of the 7th international conference on Information Security and Cryptology
Data mining effect in peer-to-peer queries routing
Proceedings of the International Conference on Management of Emergent Digital EcoSystems
Efficient super-peer-based queries routing
Proceedings of the International Conference on Management of Emergent Digital EcoSystems
Peer-to-peer data mining, privacy issues, and games
AIS-ADM'07 Proceedings of the 2nd international conference on Autonomous intelligent systems: agents and data mining
Social network analysis on KAD and its application
APWeb'11 Proceedings of the 13th Asia-Pacific web conference on Web technologies and applications
Community-based recipe recommendation and adaptation in peer-to-peer networks
Proceedings of the 4th International Conference on Uniquitous Information Management and Communication
P2P group management systems: A conceptual analysis
ACM Computing Surveys (CSUR)
Managing Collective Intelligence in Semantic Communities of Interest
International Journal of Organizational and Collective Intelligence
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In this paper we present a framework for forming interests-based Peer-to-Peer communities using client-side web browsing history. At the heart of this framework is the use of an order statistics-based approach to build communities with hierarchical structure. We have also carefully considered privacy concerns of the peers and adopted cryptographic protocols to measure similarity between them without disclosing their personal profiles. We evaluated our framework on a distributed data mining platform we have developed. The experimental results show that our framework could effectively build interests-based communities.