The nature of statistical learning theory
The nature of statistical learning theory
Chord: A scalable peer-to-peer lookup service for internet applications
Proceedings of the 2001 conference on Applications, technologies, architectures, and protocols for computer communications
A scalable content-addressable network
Proceedings of the 2001 conference on Applications, technologies, architectures, and protocols for computer communications
EDUTELLA: a P2P networking infrastructure based on RDF
Proceedings of the 11th international conference on World Wide Web
A fault detection service for wide area distributed computations
Cluster Computing
A Tutorial on Support Vector Machines for Pattern Recognition
Data Mining and Knowledge Discovery
Pastry: Scalable, Decentralized Object Location, and Routing for Large-Scale Peer-to-Peer Systems
Middleware '01 Proceedings of the IFIP/ACM International Conference on Distributed Systems Platforms Heidelberg
PlanetP: Using Gossiping to Build Content Addressable Peer-to-Peer Information Sharing Communities
HPDC '03 Proceedings of the 12th IEEE International Symposium on High Performance Distributed Computing
An Approach for Measuring Semantic Similarity between Words Using Multiple Information Sources
IEEE Transactions on Knowledge and Data Engineering
Making gnutella-like P2P systems scalable
Proceedings of the 2003 conference on Applications, technologies, architectures, and protocols for computer communications
Content-based retrieval in hybrid peer-to-peer networks
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Efficient Semantic-Based Content Search in P2P Network
IEEE Transactions on Knowledge and Data Engineering
On scaling latent semantic indexing for large peer-to-peer systems
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Semantic Small World: An Overlay Network for Peer-to-Peer Search
ICNP '04 Proceedings of the 12th IEEE International Conference on Network Protocols
Message-based cellular peer-to-peer grids: foundations for secure federation and autonomic services
Future Generation Computer Systems - Special issue: P2P computing and interaction with grids
A Scalable P2P Platform for the Knowledge Grid
IEEE Transactions on Knowledge and Data Engineering
Efficient Query Evaluation on Large Textual Collections in a Peer-to-Peer Environment
P2P '05 Proceedings of the Fifth IEEE International Conference on Peer-to-Peer Computing
ALVIS peers: a scalable full-text peer-to-peer retrieval engine
P2PIR '06 Proceedings of the international workshop on Information retrieval in peer-to-peer networks
Hybrid global-local indexing for effcient peer-to-peer information retrieval
NSDI'04 Proceedings of the 1st conference on Symposium on Networked Systems Design and Implementation - Volume 1
Debunking some myths about structured and unstructured overlays
NSDI'05 Proceedings of the 2nd conference on Symposium on Networked Systems Design & Implementation - Volume 2
Semantic peer-to-peer overlay for efficient content locating
APWeb'06 Proceedings of the 2006 international conference on Advanced Web and Network Technologies, and Applications
The design of PIRS, a peer-to-peer information retrieval system
DBISP2P'04 Proceedings of the Second international conference on Databases, Information Systems, and Peer-to-Peer Computing
SemreX: a semantic peer-to-peer system for literature documents retrieval
ASWC'06 Proceedings of the First Asian conference on The Semantic Web
Tapestry: a resilient global-scale overlay for service deployment
IEEE Journal on Selected Areas in Communications
Query-driven indexing for scalable peer-to-peer text retrieval
Future Generation Computer Systems
OTM '08 Proceedings of the OTM 2008 Confederated International Conferences, CoopIS, DOA, GADA, IS, and ODBASE 2008. Part II on On the Move to Meaningful Internet Systems
Distributed semantic document retrieval using O-FCN
Future Generation Computer Systems
A semantic similarity metric combining features and intrinsic information content
Data & Knowledge Engineering
A semantic-based P2P resource management system
CAR'10 Proceedings of the 2nd international Asia conference on Informatics in control, automation and robotics - Volume 3
A semantic similarity framework exploiting multiple parts-of speech
OTM'10 Proceedings of the 2010 international conference on On the move to meaningful internet systems: Part II
Effect of semantic differences in WordNet-based similarity measures
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part II
OBIRE: Ontology Based Bibliographic Information Retrieval in P2P Networks
International Journal of Distributed Systems and Technologies
A new benchmark dataset with production methodology for short text semantic similarity algorithms
ACM Transactions on Speech and Language Processing (TSLP)
| Hi-index | 0.00 |
The World Wide Web is growing at such a pace that even the biggest centralized search engines are able to index only a small part of the available documents on the Internet. The decentralized structure, together with the features of self-organization and fault-tolerance, makes peer-to-peer networking an effective information-sharing model; however, content searching still remains a serious challenge of large scale peer-to-peer networks. In this paper we present SemreX, a semantic overlay for desktop literature/ document retrieval in peer-to-peer networks. We present a semantic overlay algorithm by which semantically similar peers are locally clustered together, and long-range connections are rewired for a short-cut in peer-to-peer networks. Based on the semantic overlay, a heuristic query routing algorithm is proposed for efficient content searching. We conduct a comprehensive simulation to evaluate the search performance of our algorithms. Results show that search in our SemreX semantic overlay greatly improves search efficiency.