Incremental characterization of RDF Triple Stores

Adrien Basse (1, 2) , Fabien Gandon (2) , Isabelle Mirbel (2) , Moussa Lo (1)

1 LANI - Laboratoire d'Analyse Numérique et Informatique [Sénégal]
2 WIMMICS - Web-Instrumented Man-Machine Interactions, Communities and Semantics

Many semantic web applications integrate data from distributed triple stores and to be efficient, they need to know what kind of content each triple store holds in order to assess if it can contribute to its queries. We present an algorithm to build indexes summarizing the content of triple stores. We extended Depth-First Search coding to provide a canonical representation of RDF graphs and we introduce a new join operator between two graph codes to optimize the generation of an index. We provide an incremental update algorithm and conclude with tests on real datasets.

Mots clés: RDF; graph mining; indexation; DFS coding

Domaines: Intelligence artificielle [cs.AI]

Adrien Basse, Fabien Gandon, Isabelle Mirbel, Moussa Lo. Incremental characterization of RDF Triple Stores. [Research Report] RR-7941, Inria. 2012, pp.24. ⟨hal-00691201v2⟩