AAAI Publications, Twenty-Ninth AAAI Conference on Artificial Intelligence

Font Size: 
Trust Models for RDF Data: Semantics and Complexity
Valeria Fionda, Gianluigi Greco

Last modified: 2015-02-09

Abstract


Due to the openness and decentralization of the Web, mechanisms to represent and reason about the reliability of RDF data become essential. This paper embarks on a formal analysis of RDF data enriched with trust information by focusing on the characterization of its model-theoretic semantics and on the study of relevant reasoning problems. The impact of trust values on the computational complexity of well-known concepts related to the entailment of RDF graphs is studied. In particular, islands of tractability are identified for classes of acyclic and nearly-acyclic graphs. Moreover, an implementation of the framework and an experimental evaluation on real data are discussed.

Keywords


RDF reasoning; entailment; trust; islands of tractability

Full Text: PDF