A data model for supporting on-line analytical processing
CIKM '96 Proceedings of the fifth international conference on Information and knowledge management
An overview of data warehousing and OLAP technology
ACM SIGMOD Record
OLAP and statistical databases: similarities and differences
PODS '97 Proceedings of the sixteenth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems
OLAP solutions: building multidimensional information systems
OLAP solutions: building multidimensional information systems
Developing analytical database applications
Developing analytical database applications
A framework for object-oriented on-line analytic processing
Proceedings of the 1st ACM international workshop on Data warehousing and OLAP
An object oriented approach to multidimensional database conceptual modeling (OOMD)
Proceedings of the 1st ACM international workshop on Data warehousing and OLAP
The Data Warehouse Lifecycle Toolkit: Expert Methods for Designing, Developing and Deploying Data Warehouses with CD Rom
Database Systems: A Practical Approach to Design, Implementation and Management 2nd Ed.
Database Systems: A Practical Approach to Design, Implementation and Management 2nd Ed.
Modelling Large Scale OLAP Scenarios
EDBT '98 Proceedings of the 6th International Conference on Extending Database Technology: Advances in Database Technology
A Logical Approach to Multidimensional Databases
EDBT '98 Proceedings of the 6th International Conference on Extending Database Technology: Advances in Database Technology
Storage Estimation for Multidimensional Aggregates in the Presence of Hierarchies
VLDB '96 Proceedings of the 22th International Conference on Very Large Data Bases
A Foundation for Multi-dimensional Databases
VLDB '97 Proceedings of the 23rd International Conference on Very Large Data Bases
Modeling Multidimensional Databases, Cubes and Cube Operations
SSDBM '98 Proceedings of the 10th International Conference on Scientific and Statistical Database Management
Recent Advances and Research Problems in Data Warehousing
ER '98 Proceedings of the Workshops on Data Warehousing and Data Mining: Advances in Database Technologies
Object-Oriented Data Model for Data Warehouse
ADBIS '02 Proceedings of the 6th East European Conference on Advances in Databases and Information Systems
Reference model and perspective schemata inference for enterprise data integration
INAP'09 Proceedings of the 18th international conference on Applications of declarative programming and knowledge management
Transforming non-covering dimensions in OLAP
APWeb'05 Proceedings of the 7th Asia-Pacific web conference on Web Technologies Research and Development
DaWaK'06 Proceedings of the 8th international conference on Data Warehousing and Knowledge Discovery
A practical application of our MDD approach for modeling secure XML data warehouses
Decision Support Systems
A unified object constraint model for designing and implementing multidimensional systems
Journal on Data Semantics XIII
A multidimensional data model using the fuzzy model based on the semantic translation
Information Systems Frontiers
| Hi-index | 0.00 |
Online Analytical Processing (OLAP) data is frequently organized in the form of multidimensional data cubes each of which is used to examine a set of data values, called measures, associated with multiple dimensions and their multiple levels. In this paper, we first propose a conceptual multidimensional data model, which is able to represent and capture natural hierarchical relationships among members within a dimension as well as the relationships between dimension members and measure data values. Hereafter, dimensions and data cubes with their operators are formally introduced. Afterward, we use UML (Unified Modeling Language) to model the conceptual multidimensional model in the context of object oriented databases.