Detecting patterns and OLAP operations in the GOLD model
Proceedings of the 2nd ACM international workshop on Data warehousing and OLAP
SAC '00 Proceedings of the 2000 ACM symposium on Applied computing - Volume 1
Concept based design of data warehouses: the DWQ demonstrators
SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
Conceptual multidimensional data model based on object-oriented metacube
Proceedings of the 2001 ACM symposium on Applied computing
Understanding facts in a multidimensional object-oriented model
Proceedings of the 4th ACM international workshop on Data warehousing and OLAP
Data warehouse design from XML sources
Proceedings of the 4th ACM international workshop on Data warehousing and OLAP
A powerful and SQL-compatible data model and query language for OLAP
ADC '02 Proceedings of the 13th Australasian database conference - Volume 5
An Object Oriented Multidimensional Data Model for OLAP
WAIM '00 Proceedings of the First International Conference on Web-Age Information Management
A Multidimensional Data Model Supporting Complicated Aggregations
WAIM '01 Proceedings of the Second International Conference on Advances in Web-Age Information Management
The Challenge of Process Data Warehousing
VLDB '00 Proceedings of the 26th International Conference on Very Large Data Bases
Object-Oriented Data Model for Data Warehouse
ADBIS '02 Proceedings of the 6th East European Conference on Advances in Databases and Information Systems
Conceptual Multidimensional Data Model Based on MetaCube
ADVIS '00 Proceedings of the First International Conference on Advances in Information Systems
On Schema Evolution in Multidimensional Databases
DaWaK '99 Proceedings of the First International Conference on Data Warehousing and Knowledge Discovery
On Making Data Warehouses Active
DaWaK 2000 Proceedings of the Second International Conference on Data Warehousing and Knowledge Discovery
A Model for Data Warehouse Operational Processes
CAiSE '00 Proceedings of the 12th International Conference on Advanced Information Systems Engineering
A Database Array Algebra for Spatio-Temporal Data and Beyond
NGIT '99 Proceedings of the 4th International Workshop on Next Generation Information Technologies and Systems
A Model and a Toolkit for Supporting Incremental Data Warehouse Construction
DEXA '02 Proceedings of the 13th International Conference on Database and Expert Systems Applications
Modelling and Optimisation Issues for Multidimensional Databases
CAiSE '00 Proceedings of the 12th International Conference on Advanced Information Systems Engineering
Answering Multidimensional Queries on Cubes Using Other Cubes
SSDBM '00 Proceedings of the 12th International Conference on Scientific and Statistical Database Management
Multidimensional databases
Conceptual multidimensional models
Multidimensional databases
Multidimensional data model and query language for informetrics
Journal of the American Society for Information Science and Technology
Implementing operations to navigate semantic star schemas
DOLAP '03 Proceedings of the 6th ACM international workshop on Data warehousing and OLAP
Efficient implementation of large-scale multi-structural databases
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Towards a spatial multidimensional model
Proceedings of the 8th ACM international workshop on Data warehousing and OLAP
A multiversion model for multimedia data warehouse
MDM '05 Proceedings of the 6th international workshop on Multimedia data mining: mining integrated media and complex data
An extendible multidimensional array system for MOLAP
Proceedings of the 2006 ACM symposium on Applied computing
YAM2: a multidimensional conceptual model extending UML
Information Systems
Multimedia data warehouses: a multiversion model and a medical application
Multimedia Tools and Applications
An analytical approach to the inference of summary data of additive type
Theoretical Computer Science
On new roll-up possibilities for data stream warehouse
ACST'07 Proceedings of the third conference on IASTED International Conference: Advances in Computer Science and Technology
BioStar models of clinical and genomic data for biomedical data warehouse design
International Journal of Bioinformatics Research and Applications
Towards an Algebraic foundation for business planning
Proceedings of the 2009 EDBT/ICDT Workshops
Pixelizing data cubes: a block-based approach
VIEW'06 Proceedings of the 1st first visual information expert conference on Pixelization paradigm
A model for fuzzy multidimensional spaces
OTM'07 Proceedings of the 2007 OTM confederated international conference on On the move to meaningful internet systems - Volume Part I
θ-Constrained multi-dimensional aggregation
Information Systems
Designing integration flows using hypercubes
Proceedings of the 14th International Conference on Extending Database Technology
The planning OLAP model: a multidimensional model with planning support
DaWaK'11 Proceedings of the 13th international conference on Data warehousing and knowledge discovery
DC proposal: online analytical processing of statistical linked data
ISWC'11 Proceedings of the 10th international conference on The semantic web - Volume Part II
EaCRS: an extendible array based compression scheme for high dimensional data
Proceedings of the Second Symposium on Information and Communication Technology
DaWaK'06 Proceedings of the 8th international conference on Data Warehousing and Knowledge Discovery
Multidimensional structures dedicated to continuous spatiotemporal phenomena
BNCOD'05 Proceedings of the 22nd British National conference on Databases: enterprise, Skills and Innovation
Modeling data warehouse schema evolution over extended hierarchy semantics
Journal on Data Semantics XIII
A generic data model and query language for spatiotemporal OLAP cube analysis
Proceedings of the 15th International Conference on Extending Database Technology
Enhancing OLAP analysis with web cubes
ESWC'12 Proceedings of the 9th international conference on The Semantic Web: research and applications
On the need of a reference algebra for OLAP
DaWaK'07 Proceedings of the 9th international conference on Data Warehousing and Knowledge Discovery
Enterprise transformation: an analytics-based approach to strategic planning
IBM Journal of Research and Development
Modeling and Querying Continuous Fields with OLAP Cubes
International Journal of Data Warehousing and Mining
Hi-index | 0.00 |
On-Line Analytical Processing (OLAP) is a trend in database technology, which was recently introduced and has attracted the interest of a lot of research work. OLAP is based on the multidimensional view of data, supported either by multidimensional databases (MOLAP) or relational engines (ROLAP).In this paper we propose a model for multidimensional databases. Dimensions, dimension hierarchies and cubes are formally introduced. We also introduce cube operations (changing of levels in the dimension hierarchy, function application, navigation etc.). The approach is based on the notion of the base cube, which is used for the calculation of the results of cube operations. We focus our approach on the support of series of operations on cubes (i.e. the preservation of the results of previous operations and the applicability of aggregate functions in a series of operations).Furthermore, we provide a mapping of the multidimensional model to the relational model and to multidimensional arrays.