Managing trust in a peer-2-peer information system
Proceedings of the tenth international conference on Information and knowledge management
Disambiguating Web appearances of people in a social network
WWW '05 Proceedings of the 14th international conference on World Wide Web
Reference reconciliation in complex information spaces
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
Approximate joins: concepts and techniques
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Probabilistic Message Passing in Peer Data Management Systems
ICDE '06 Proceedings of the 22nd International Conference on Data Engineering
Email alias detection using social network analysis
Proceedings of the 3rd international workshop on Link discovery
Record linkage: similarity measures and algorithms
Proceedings of the 2006 ACM SIGMOD international conference on Management of data
Contextual search and name disambiguation in email using graphs
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Improving Grouped-Entity Resolution Using Quasi-Cliques
ICDM '06 Proceedings of the Sixth International Conference on Data Mining
Microformats: Empowering Your Markup for Web 2.0
Microformats: Empowering Your Markup for Web 2.0
GridVine: An Infrastructure for Peer Information Management
IEEE Internet Computing
Entity Name System: The Back-Bone of an Open and Scalable Web of Data
ICSC '08 Proceedings of the 2008 IEEE International Conference on Semantic Computing
Emergent Semantics
Constraint-based entity matching
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2
Loopy belief propagation for approximate inference: an empirical study
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
Factor graphs and the sum-product algorithm
IEEE Transactions on Information Theory
ASWC '09 Proceedings of the 4th Asian Conference on The Semantic Web
Disambiguating identity web references using Web 2.0 data and semantics
Web Semantics: Science, Services and Agents on the World Wide Web
Quality-aware similarity assessment for entity matching in Web data
Information Systems
Web Semantics: Science, Services and Agents on the World Wide Web
Cross-lingual knowledge linking across wiki knowledge bases
Proceedings of the 21st international conference on World Wide Web
Proceedings of the 21st international conference on World Wide Web
EAGLE: efficient active learning of link specifications using genetic programming
ESWC'12 Proceedings of the 9th international conference on The Semantic Web: research and applications
A unified approach to matching semantic data on the Web
Knowledge-Based Systems
Data Linking for the Semantic Web
International Journal on Semantic Web & Information Systems
Discovering meaning on the go in large heterogenous data
Artificial Intelligence Review
Large-scale linked data integration using probabilistic reasoning and crowdsourcing
The VLDB Journal — The International Journal on Very Large Data Bases
Semantic Web - Linked Data for science and education
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We tackle the problem of disambiguating entities on the Web. We propose a user-driven scheme where graphs of entities -- represented by globally identifiable declarative artifacts -- self-organize in a dynamic and probabilistic manner. Our solution has the following two desirable properties: i) it lets end-users freely define associations between arbitrary entities and ii) it probabilistically infers entity relationships based on uncertain links using constraint-satisfaction mechanisms. We outline the interface between our scheme and the current data Web, and show how higher-layer applications can take advantage of our approach to enhance search and update of information relating to online entities. We describe a decentralized infrastructure supporting efficient and scalable entity disambiguation and demonstrate the practicability of our approach in a deployment over several hundreds of machines.