Attributive concept descriptions with complements
Artificial Intelligence
Distributed and Parallel Databases
Monitoring XML data on the Web
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
A foundation for capturing and querying complex multidimensional data
Information Systems - Data warehousing
Proceedings of the twenty-first ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Extending Practical Pre-Aggregation in On-Line Analytical Processing
VLDB '99 Proceedings of the 25th International Conference on Very Large Data Bases
Change-Centric Management of Versions in an XML Warehouse
Proceedings of the 27th International Conference on Very Large Data Bases
Xyleme: A Dynamic Warehouse for XML Data of the Web
IDEAS '01 Proceedings of the International Database Engineering & Applications Symposium
Summarizability in OLAP and Statistical Data Bases
SSDBM '97 Proceedings of the Ninth International Conference on Scientific and Statistical Database Management
SSDBM '02 Proceedings of the 14th International Conference on Scientific and Statistical Database Management
Ontology-based Integration of OLAP and Information Retrieval
DEXA '03 Proceedings of the 14th International Workshop on Database and Expert Systems Applications
Description logics with aggregates and concrete domains
Information Systems
Ontology mapping: the state of the art
The Knowledge Engineering Review
YAM2: a multidimensional conceptual model extending UML
Information Systems
ACM SIGMOD Record
Designing ETL processes using semantic web technologies
DOLAP '06 Proceedings of the 9th ACM international workshop on Data warehousing and OLAP
Ontology Matching
Methodological Review: Data integration and genomic medicine
Journal of Biomedical Informatics
Reasoning and change management in modular ontologies
Data & Knowledge Engineering
Automating multidimensional design from ontologies
Proceedings of the ACM tenth international workshop on Data warehousing and OLAP
SOR: a practical system for ontology storage, reasoning and search
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
BioStar models of clinical and genomic data for biomedical data warehouse design
International Journal of Bioinformatics Research and Applications
DBOWL: Towards a Scalable and Persistent OWL Reasoner
ICIW '08 Proceedings of the 2008 Third International Conference on Internet and Web Applications and Services
Integrating Data Warehouses with Web Data: A Survey
IEEE Transactions on Knowledge and Data Engineering
Matching large ontologies: A divide-and-conquer approach
Data & Knowledge Engineering
Natural language reporting for ETL processes
Proceedings of the ACM 11th international workshop on Data warehousing and OLAP
Keys, nominals, and concrete domains
Journal of Artificial Intelligence Research
Decidability of SHIQ with complex role inclusion axioms
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
OntoPath: a language for retrieving ontology fragments
OTM'07 Proceedings of the 2007 OTM Confederated international conference on On the move to meaningful internet systems: CoopIS, DOA, ODBASE, GADA, and IS - Volume Part I
Safe and economic re-use of ontologies: a logic-based methodology and tool support
ESWC'08 Proceedings of the 5th European semantic web conference on The semantic web: research and applications
Package-based description logics – preliminary results
ISWC'06 Proceedings of the 5th international conference on The Semantic Web
Efficient retrieval of ontology fragments using an interval labeling scheme
Information Sciences: an International Journal
Building data warehouses with semantic data
Proceedings of the 2010 EDBT/ICDT Workshops
A methodology and tool for conceptual designing a data warehouse from ontology-based sources
DOLAP '10 Proceedings of the ACM 13th international workshop on Data warehousing and OLAP
FAETON: Form Analysis and Extraction Tool for ONtology construction
International Journal of Computer Applications in Technology
DC proposal: online analytical processing of statistical linked data
ISWC'11 Proceedings of the 10th international conference on The semantic web - Volume Part II
A comprehensive framework on multidimensional modeling
ER'11 Proceedings of the 30th international conference on Advances in conceptual modeling: recent developments and new directions
The role of class dependencies in designing ontology-based databases
OTM'11 Proceedings of the 2011th Confederated international conference on On the move to meaningful internet systems
Building data warehouses with semantic web data
Decision Support Systems
Multidimensional models meet the semantic web: defining and reasoning on OWL-DL ontologies for OLAP
Proceedings of the fifteenth international workshop on Data warehousing and OLAP
Towards ontology-based OLAP: datalog-based reasoning over multidimensional ontologies
Proceedings of the fifteenth international workshop on Data warehousing and OLAP
Using domain ontologies as semantic dimensions in data warehouses
ER'12 Proceedings of the 31st international conference on Conceptual Modeling
Daisy: the center for data-intensive systems at Aalborg University
ACM SIGMOD Record
Searching semantic data warehouses: models, issues, architectures
Proceedings of the 2nd International Workshop on Semantic Search over the Web
Hi-index | 0.00 |
The Semantic Web enables organizations to attach semantic annotations taken from domain and application ontologies to the information they generate. The concepts in these ontologies could describe the facts, dimensions and categories implied in the analysis subjects of a data warehouse. In this paper we propose the Semantic Data Warehouse to be a repository of ontologies and semantically annotated data resources. We also propose an ontology-driven framework to design multidimensional analysis models for Semantic Data Warehouses. This framework provides means for building a Multidimensional Integrated Ontology (MIO) including the classes, relationships and instances that represent interesting analysis dimensions, and it can be also used to check the properties required by current multidimensional databases (e.g., dimension orthogonality, category satisfiability, etc.) In this paper we also sketch how the instance data of a MIO can be translated into OLAP cubes for analysis purposes. Finally, some implementation issues of the overall framework are discussed.