Français Anglais
Accueil Annuaire Plan du site
Home > Research results > Research highlights
Research results
Research highlight : WWW 2014: RDF ANALYTICS: LENSES OVER SEMANTIC GRAPHS
WWW 2014: RDF ANALYTICS: LENSES OVER SEMANTIC GRAPHS
10 January 2014

Dario Colazzo, François Goasdoué, Ioana Manolescu and Alexandra Roatiş. International World Wide Web conference (WWW), 2014.
The development of Semantic Web (RDF) brings new requirements for data analytics tools and methods, going beyond querying to semantics-rich analytics through warehouse-style tools. In this work, we fully redesign, from the bottom up, core data analytics concepts and tools in the context of RDF data, leading to the first complete formal framework for warehouse-style RDF analytics. Notably, we define (i) analytical schemas tailored to heterogeneous, semantics-rich RDF graph, (ii) analytical queries which (beyond relational cubes) allow flexible querying of the data and the schema as well as powerful aggregation and (iii) OLAP-style operations. Experiments on a fully-implemented platform demonstrate the practical interest of our approach.



Keyword
  ° Web data management

Group
  ° Large-scale Heterogeneous DAta and Knowledge

Contact
  [none]
Research highlights
SELF-STABILIZING DISTRIBUTED STABLE MARRIAGE
5 November 2017


INFORMATION-GEOMETRIC OPTIMIZATION ALGORITHMS: A UNIFYING PICTURE VIA INVARIANCE PRINCIPLES
2 May 2017
Yann Ollivier, Ludovic Arnold, Anne Auger, Nikolaus Hansen - JMLR 18(18):1−65, 2017.

FORMAL MUTATION TESTING FOR CIRCUS
21 April 2016
Alex Donizeti Betez Alberto, Ana Cavalcanti, Marie-Claude Gaudel, Adenilso Simao Journal of Infor

CELL-CELL COMMUNICATION ENHANCES THE CAPACITY OF CELL ENSEMBLES TO SENSE SHALLOW GRADIENTS DURING MORPHOGENESIS
9 February 2016
D. Ellison, A. Mugler, M.D. Brennan, S.H. Lee, R.J. Huebner, E.R. Shamir, L.A. Woo, J. Kim, P. Amar

COMPUTING WITH SYNTHETIC PROTOCELLS
13 May 2015
Alexis Courbet, Franck Molina and Patrick Amar