An overview of data warehousing and OLAP technology
ACM SIGMOD Record
The Unified Modeling Language user guide
The Unified Modeling Language user guide
starER: a conceptual model for data warehouse design
Proceedings of the 2nd ACM international workshop on Data warehousing and OLAP
Object-oriented data warehouse design: building a star schema
Object-oriented data warehouse design: building a star schema
Automatically generating OLAP schemata from conceptual graphical models
Proceedings of the 3rd ACM international workshop on Data warehousing and OLAP
Modelling Large Scale OLAP Scenarios
EDBT '98 Proceedings of the 6th International Conference on Extending Database Technology: Advances in Database Technology
WAIM '00 Proceedings of the First International Conference on Web-Age Information Management
Modeling the Behavior of OLAP Applications Using an UML Compilant Approach
ADVIS '00 Proceedings of the First International Conference on Advances in Information Systems
Extending the E/R Model for the Multidimensional Paradigm
ER '98 Proceedings of the Workshops on Data Warehousing and Data Mining: Advances in Database Technologies
The Data Warehouse Lifecycle Toolkit
The Data Warehouse Lifecycle Toolkit
On relationships offering new drill-across possibilities
Proceedings of the 5th ACM international workshop on Data Warehousing and OLAP
Representing Conceptual Multidimensional Properties Using the Common Warehouse Metamodel (CWM)
WAIM '02 Proceedings of the Third International Conference on Advances in Web-Age Information Management
A Standard for Representing Multidimensional Properties: The Common Warehouse Metamodel (CWM)
ADBIS '02 Proceedings of the 6th East European Conference on Advances in Databases and Information Systems
Handling Conceptual Multidimensional Models Using XML through DTDs
BNCOD 19 Proceedings of the 19th British National Conference on Databases: Advances in Databases
A Web-Oriented Approach to Manage Multidimensional Models through XML Schemas and XSLT
EDBT '02 Proceedings of the Worshops XMLDM, MDDE, and YRWS on XML-Based Data Management and Multimedia Engineering-Revised Papers
Extending the UML for Multidimensional Modeling
UML '02 Proceedings of the 5th International Conference on The Unified Modeling Language
Multidimensional Modeling with UML Package Diagrams
ER '02 Proceedings of the 21st International Conference on Conceptual Modeling
Implementing operations to navigate semantic star schemas
DOLAP '03 Proceedings of the 6th ACM international workshop on Data warehousing and OLAP
Physical modeling of data warehouses using UML
Proceedings of the 7th ACM international workshop on Data warehousing and OLAP
An analysis of additivity in OLAP systems
Proceedings of the 7th ACM international workshop on Data warehousing and OLAP
Multidimensional models: constructing data CUBE
CompSysTech '04 Proceedings of the 5th international conference on Computer systems and technologies
Using Object Deputy Model to Prepare Data for Data Warehousing
IEEE Transactions on Knowledge and Data Engineering
Towards a spatial multidimensional model
Proceedings of the 8th ACM international workshop on Data warehousing and OLAP
Applying MDA to the development of data warehouses
Proceedings of the 8th ACM international workshop on Data warehousing and OLAP
A UML profile for multidimensional modeling in data warehouses
Data & Knowledge Engineering - Special issue: ER 2003
Access control and audit model for the multidimensional modeling of data warehouses
Decision Support Systems
Developing secure data warehouses with a UML extension
Information Systems
Metrics for data warehouse conceptual models understandability
Information and Software Technology
A conceptual model for multidimensional data
APCCM '08 Proceedings of the fifth Asia-Pacific conference on Conceptual Modelling - Volume 79
Model-Driven Development for Enabling the Feadback from Warehouses and OLAP to Operational Systems
Proceedings of the 2007 conference on Databases and Information Systems IV: Selected Papers from the Seventh International Baltic Conference DB&IS'2006
Extending OCL for OLAP querying on conceptual multidimensional models of data warehouses
Information Sciences: an International Journal
International Journal of Intelligent Information and Database Systems
Hetero-homogeneous hierarchies in data warehouses
APCCM '10 Proceedings of the Seventh Asia-Pacific Conference on Conceptual Modelling - Volume 110
Improving the development of data warehouses by enriching dimension hierarchies with WordNet
ODBIS'05/06 Proceedings of the First and Second VLDB conference on Ontologies-based databases and information systems
Quality metrics for conceptual models for data warehouse focusing on dimension hierarchies
ACM SIGSOFT Software Engineering Notes
A data warehouse engineering process
ADVIS'04 Proceedings of the Third international conference on Advances in Information Systems
An XML document warehouse model
DASFAA'06 Proceedings of the 11th international conference on Database Systems for Advanced Applications
A systematic design approach for XML-View driven web document warehouses
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part II
Extending the UML for designing association rule mining models for data warehouses
DaWaK'05 Proceedings of the 7th international conference on Data Warehousing and Knowledge Discovery
A taxonomy of inaccurate summaries and their management in OLAP systems
ER'05 Proceedings of the 24th international conference on Conceptual Modeling
Modeling semantic information in engineering applications: a review
Artificial Intelligence Review
Enriching data warehouse dimension hierarchies by using semantic relations
BNCOD'06 Proceedings of the 23rd British National Conference on Databases, conference on Flexible and Efficient Information Handling
Automating the choice of decision support system architecture
DEXA'06 Proceedings of the 17th international conference on Database and Expert Systems Applications
Using UML packages for designing secure data warehouses
ICCSA'06 Proceedings of the 2006 international conference on Computational Science and Its Applications - Volume Part III
When Spatial Analysis Meets OLAP: Multidimensional Model and Operators
International Journal of Data Warehousing and Mining
Querying spatial and temporal data by condition tree: two examples based on environmental issues
ICCSA'13 Proceedings of the 13th international conference on Computational Science and Its Applications - Volume 1
| Hi-index | 4.10 |
The authors propose an approach that provides a theoretical foundation for the use of object-oriented databases and object-relational databases in data warehouse, multidimensional database, and online analytical processing applications. This approach introduces a set of minimal constraints and extensions to the Unified Modeling Language for representing multidimensional modeling properties for these applications. Multidimensional modeling offers two benefits. First, the model closely parallels how data analyzers think and, therefore, helps users understand data. Second, multidimensional modeling helps predict what final users want to do, thereby facilitating performance improvements. The authors are using their approach to create an automatic implementation of a multidimensional model. They plan to integrate commercial online-analytical-processing tool facilities within their GOLD Model Case Tool as well, a task that involves data warehouse prototyping and sample data generation issues.