Foundations of Databases: The Logical Level
Foundations of Databases: The Logical Level
Fundamentals of Data Warehouses
Fundamentals of Data Warehouses
The MD-join: An Operator for Complex OLAP
Proceedings of the 17th International Conference on Data Engineering
Answering queries using views: A survey
The VLDB Journal — The International Journal on Very Large Data Bases
Scalable semantic web data management using vertical partitioning
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
YAGO: A Large Ontology from Wikipedia and WordNet
Web Semantics: Science, Services and Agents on the World Wide Web
Hexastore: sextuple indexing for semantic web data management
Proceedings of the VLDB Endowment
Column-store support for RDF data management: not all swans are white
Proceedings of the VLDB Endowment
The RDF-3X engine for scalable management of RDF data
The VLDB Journal — The International Journal on Very Large Data Bases
Managing an XML warehouse in a P2P context
CAiSE'03 Proceedings of the 15th international conference on Advanced information systems engineering
Active knowledge: dynamically enriching RDF knowledge bases by web services
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
nSPARQL: A navigational language for RDF
Web Semantics: Science, Services and Agents on the World Wide Web
Multidimensional Databases and Data Warehousing
Multidimensional Databases and Data Warehousing
Rewriting queries on SPARQL views
Proceedings of the 20th international conference on World wide web
Graph cube: on warehousing and OLAP multidimensional networks
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
Heuristics-Based Query Processing for Large RDF Graphs Using Cloud Computing
IEEE Transactions on Knowledge and Data Engineering
View selection in Semantic Web databases
Proceedings of the VLDB Endowment
Web Data Management
Building data warehouses with semantic web data
Decision Support Systems
Scalable Multi-query Optimization for SPARQL
ICDE '12 Proceedings of the 2012 IEEE 28th International Conference on Data Engineering
Viewing the Web as a Distributed Knowledge Base
ICDE '12 Proceedings of the 2012 IEEE 28th International Conference on Data Engineering
Business intelligence on complex graph data
Proceedings of the 2012 Joint EDBT/ICDT Workshops
Enhancing OLAP analysis with web cubes
ESWC'12 Proceedings of the 9th international conference on The Semantic Web: research and applications
Introducing RDF Graph Summary with Application to Assisted SPARQL Formulation
DEXA '12 Proceedings of the 2012 23rd International Workshop on Database and Expert Systems Applications
Efficient query answering against dynamic RDF databases
Proceedings of the 16th International Conference on Extending Database Technology
Building an efficient RDF store over a relational database
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
| Hi-index | 0.00 |
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.