Towards on-line analytical mining in large databases
ACM SIGMOD Record
Communications of the ACM
A methodological framework for data warehouse design
Proceedings of the 1st ACM international workshop on Data warehousing and OLAP
Data & Knowledge Engineering
Making views self-maintainable for data warehousing
DIS '96 Proceedings of the fourth international conference on on Parallel and distributed information systems
Proceedings of the twenty-first ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
The Data Warehouse Lifecycle Toolkit: Expert Methods for Designing, Developing and Deploying Data Warehouses with CD Rom
Fundamentals of Data Warehouses
Fundamentals of Data Warehouses
Conceptual modeling for ETL processes
Proceedings of the 5th ACM international workshop on Data Warehousing and OLAP
Mining Temporal Features in Association Rules
PKDD '99 Proceedings of the Third European Conference on Principles of Data Mining and Knowledge Discovery
Supporting Dimension Updates in an OLAP Server
CAiSE '02 Proceedings of the 14th International Conference on Advanced Information Systems Engineering
Normal Forms for Multidimensional Databases
SSDBM '98 Proceedings of the 10th International Conference on Scientific and Statistical Database Management
Information Integration: Conceptual Modeling and Reasoning Support
COOPIS '98 Proceedings of the 3rd IFCIS International Conference on Cooperative 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
A Pragmatic Approach to Conceptual Modeling of OLAP Security
ER '01 Proceedings of the 20th International Conference on Conceptual Modeling: Conceptual Modeling
Monotonic complements for independent data warehouses
The VLDB Journal — The International Journal on Very Large Data Bases
Why is the snowflake schema a good data warehouse design?
Information Systems
Converting XML DTDs to UML diagrams for conceptual data integration
Data & Knowledge Engineering - Special issue: Data integration over the Web
A Method for Demand-Driven Information Requirements Analysis in Data Warehousing Projects
HICSS '03 Proceedings of the 36th Annual Hawaii International Conference on System Sciences (HICSS'03) - Track 8 - Volume 8
Multidimensional normal forms for data warehouse design
Information Systems
QC-trees: an efficient summary structure for semantic OLAP
Proceedings of the 2003 ACM SIGMOD international conference on Management of data
Condensed Cube: An Efficient Approach to Reducing Data Cube Size
ICDE '02 Proceedings of the 18th International Conference on Data Engineering
Cooperation with geographic databases
Multidimensional databases
Normalising OLAP cubes for controlling sparsity
Data & Knowledge Engineering
Hierarchical dwarfs for the rollup cube
DOLAP '03 Proceedings of the 6th ACM international workshop on Data warehousing and OLAP
Creation and management of versions in multiversion data warehouse
Proceedings of the 2004 ACM symposium on Applied computing
On the Integration of Autonomous Data Marts
SSDBM '04 Proceedings of the 16th International Conference on Scientific and Statistical Database Management
A Data Warehouse Conceptual Data Model
SSDBM '04 Proceedings of the 16th International Conference on Scientific and Statistical Database Management
Materialization of fragmented views in multidimensional databases
Data & Knowledge Engineering
Beyond data warehousing: what's next in business intelligence?
Proceedings of the 7th ACM international workshop on Data warehousing and OLAP
PrefixCube: prefix-sharing condensed data cube
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
Representing spatiality in a conceptual multidimensional model
Proceedings of the 12th annual ACM international workshop on Geographic information systems
SOVAT: Spatial OLAP Visualization and Analysis Tool
HICSS '05 Proceedings of the Proceedings of the 38th Annual Hawaii International Conference on System Sciences (HICSS'05) - Track 6 - Volume 06
Optimizing ETL Processes in Data Warehouses
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
Constructing and Querying Peer-to-Peer Warehouses of XML Resources
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Large scale data warehouses on grid: Oracle database 10g and HP proliant servers
VLDB '05 Proceedings of the 31st international conference on Very large data bases
A generic and customizable framework for the design of ETL scenarios
Information Systems - Special issue: The 15th international conference on advanced information systems engineering (CAiSE 2003)
Dimensional modeling: identifying, classifying & applying patterns
Proceedings of the 8th ACM international workshop on Data warehousing and OLAP
Towards a spatial multidimensional model
Proceedings of the 8th ACM international workshop on Data warehousing and OLAP
Goal-oriented requirement analysis for data warehouse design
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
Mapping conceptual to logical models for ETL processes
Proceedings of the 8th ACM international workshop on Data warehousing and OLAP
Fuzzy OLAP association rules mining based novel approach for multiagent cooperative learning
IEA/AIE'2004 Proceedings of the 17th international conference on Innovations in applied artificial intelligence
Enterprise modeling and Data Warehousing in TELECOM ITALIA
Information Systems
YAM2: a multidimensional conceptual model extending UML
Information Systems
Supporting data quality management in decision-making
Decision Support Systems
Hierarchies in a multidimensional model: from conceptual modeling to logical representation
Data & Knowledge Engineering - Special issue: WIDM 2004
Schema versioning in data warehouses: enabling cross-version querying via schema augmentation
Data & Knowledge Engineering - Special issue: WIDM 2004
A UML profile for multidimensional modeling in data warehouses
Data & Knowledge Engineering - Special issue: ER 2003
A UML-based data warehouse design method
Decision Support Systems
The polynomial complexity of fully materialized coalesced cubes
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
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
Managing quality properties in a ROLAP environment
CAiSE'06 Proceedings of the 18th international conference on Advanced Information Systems Engineering
A conceptual model for multidimensional data
APCCM '08 Proceedings of the fifth Asia-Pacific conference on Conceptual Modelling - Volume 79
Towards the Automatic Generation of Analytical End-User Tools Metadata for Data Warehouses
BNCOD '08 Proceedings of the 25th British national conference on Databases: Sharing Data, Information and Knowledge
Engineering Privacy Requirements in Business Intelligence Applications
SDM '08 Proceedings of the 5th VLDB workshop on Secure Data Management
Model-Driven Metadata for OLAP Cubes from the Conceptual Modelling of Data Warehouses
DaWaK '08 Proceedings of the 10th international conference on Data Warehousing and Knowledge Discovery
Solving summarizability problems in fact-dimension relationships for multidimensional models
Proceedings of the ACM 11th international workshop on Data warehousing and OLAP
Bridging the semantic gap in OLAP models: platform-independent queries
Proceedings of the ACM 11th international workshop on Data warehousing and OLAP
An engineering process for developing Secure Data Warehouses
Information and Software Technology
A UML 2.0 profile to define security requirements for Data Warehouses
Computer Standards & Interfaces
A survey on summarizability issues in multidimensional modeling
Data & Knowledge Engineering
Extending OCL for OLAP querying on conceptual multidimensional models of data warehouses
Information Sciences: an International Journal
A Conceptual Modeling Approach for OLAP Personalization
ER '09 Proceedings of the 28th International Conference on Conceptual Modeling
Model driven development of secure XML data warehouses: a case study
Proceedings of the 2010 EDBT/ICDT Workshops
Graphical querying of multidimensional databases
ADBIS'07 Proceedings of the 11th East European conference on Advances in databases and information systems
Modeling data federations in ORM
OTM'07 Proceedings of the 2007 OTM confederated international conference on On the move to meaningful internet systems - Volume Part I
ER'07 Proceedings of the 26th international conference on Conceptual modeling
A conceptual model for multidimensional analysis of documents
ER'07 Proceedings of the 26th international conference on Conceptual modeling
A model-driven goal-oriented requirement engineering approach for data warehouses
ER'07 Proceedings of the 2007 conference on Advances in conceptual modeling: foundations and applications
Finding an application-appropriate model for XML data warehouses
Information Systems
Automatic validation of requirements to support multidimensional design
Data & Knowledge Engineering
Construction of a corporative information system for an electric power company
INES'10 Proceedings of the 14th international conference on Intelligent engineering systems
A framework for multidimensional design of data warehouses from ontologies
Data & Knowledge Engineering
Towards readable layouts for modeling data warehouses
DOLAP '10 Proceedings of the ACM 13th international workshop on Data warehousing and OLAP
Schema design alternatives for multi-granular data warehousing
DEXA'10 Proceedings of the 21st international conference on Database and expert systems applications: Part II
Model-driven development of multidimensional models from web log files
ER'10 Proceedings of the 2010 international conference on Advances in conceptual modeling: applications and challenges
Specifying aggregation functions in multidimensional models with OCL
ER'10 Proceedings of the 29th international conference on Conceptual modeling
DWEVOLVE: a requirement based framework for data warehouse evolution
ACM SIGSOFT Software Engineering Notes
DC proposal: online analytical processing of statistical linked data
ISWC'11 Proceedings of the 10th international conference on The semantic web - Volume Part II
Transforming statistical linked data for use in OLAP systems
Proceedings of the 7th International Conference on Semantic Systems
RETRACTED: Model-driven development of OLAP metadata for relational data warehouses
Computer Standards & Interfaces
A model-driven approach for enforcing summarizability in multidimensional modeling
ER'11 Proceedings of the 30th international conference on Advances in conceptual modeling: recent developments and new directions
A practical application of our MDD approach for modeling secure XML data warehouses
Decision Support Systems
A model for analyzing and visualizing tabular data
FQAS'11 Proceedings of the 9th international conference on Flexible Query Answering Systems
Evaluation of approaches for designing secure data warehouse
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
ACM SIGSOFT Software Engineering Notes
Benchmarking summarizability processing in XML warehouses with complex hierarchies
Proceedings of the fifteenth international workshop on Data warehousing and OLAP
On the need of a reference algebra for OLAP
DaWaK'07 Proceedings of the 9th international conference on Data Warehousing and Knowledge Discovery
Using OCL for automatically producing multidimensional models and ETL processes
DaWaK'12 Proceedings of the 14th international conference on Data Warehousing and Knowledge Discovery
A case study on model-driven data warehouse development
DaWaK'12 Proceedings of the 14th international conference on Data Warehousing and Knowledge Discovery
Using domain ontologies as semantic dimensions in data warehouses
ER'12 Proceedings of the 31st international conference on Conceptual Modeling
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Multidimensional modeling requires specialized design techniques. Though a lot has been written about how a data warehouse should be designed, there is no consensus on a design method yet. This paper follows from a wide discussion that took place in Dagstuhl, during the Perspectives Workshop "Data Warehousing at the Crossroads", and is aimed at outlining some open issues in modeling and design of data warehouses. More precisely, issues regarding conceptual models, logical models, methods for design, interoperability, and design for new architectures and applications are considered.