Range queries in OLAP data cubes
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
OLAP and statistical databases: similarities and differences
PODS '97 Proceedings of the sixteenth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems
Dynamic assembly of views in data cubes
PODS '98 Proceedings of the seventeenth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems
The multidimensional database system RasDaMan
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
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
Proceedings of the 1st ACM international workshop on Data warehousing and OLAP
Query processing techniques for arrays
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
Detecting patterns and OLAP operations in the GOLD model
Proceedings of the 2nd ACM international workshop on Data warehousing and OLAP
Characterization of hierarchies and some operators in OLAP environment
Proceedings of the 2nd ACM international workshop on Data warehousing and OLAP
Proceedings of the 2nd ACM international workshop on Data warehousing and OLAP
Proceedings of the eighth international conference on Information and knowledge management
Browsing large digital library collections using classification hierarchies
Proceedings of the eighth international conference on Information and knowledge management
An adaptive view element framework for multi-dimensional data management
Proceedings of the eighth international conference on Information and knowledge management
On the content of materialized aggregate views
PODS '00 Proceedings of the nineteenth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
SAC '00 Proceedings of the 2000 ACM symposium on Applied computing - Volume 1
CubiST: a new algorithm for improving the performance of ad-hoc OLAP queries
Proceedings of the 3rd ACM international workshop on Data warehousing and OLAP
Designing data marts for data warehouses
ACM Transactions on Software Engineering and Methodology (TOSEM)
Understanding facts in a multidimensional object-oriented model
Proceedings of the 4th ACM international workshop on Data warehousing and OLAP
Efficiently synchronizing multidimensional schema data
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
Analysis of pre-computed partition top method for range top-k queries in OLAP data cubes
Proceedings of the eleventh international conference on Information and knowledge management
Realizing active data warehouses with off-the-shelf database technology
Software—Practice & Experience
Journal of Intelligent Information Systems
Using Fuzzy Linguistic Representations to Provide Explanatory Semantics for Data Warehouses
IEEE Transactions on Knowledge and Data Engineering
Orthogonal Range Queries in OLAP
ICDT '01 Proceedings of the 8th International Conference on Database Theory
Optimal Range Max Datacube for Fixed Dimensions
ICDT '03 Proceedings of the 9th International Conference on Database Theory
Groupwise Processing of Relational Queries
VLDB '97 Proceedings of the 23rd International Conference on Very Large Data Bases
A Multidimensional Data Model Supporting Complicated Aggregations
WAIM '01 Proceedings of the Second International Conference on Advances in Web-Age Information Management
Hierarchical Compact Cube for Range-Max Queries
VLDB '00 Proceedings of the 26th International Conference on Very Large Data Bases
On Making Data Warehouses Active
DaWaK 2000 Proceedings of the Second International Conference on Data Warehousing and Knowledge Discovery
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
Modelling Data Warehouses and OLAP Applications by Means of Dialogue Objects
ER '99 Proceedings of the 18th International Conference on Conceptual Modeling
E/R Based Scenario Modeling for Rapid Prototyping of Web Information Services
ER '99 Proceedings of the Workshops on Evolution and Change in Data Management, Reverse Engineering in Information Systems, and the World Wide Web and Conceptual Modeling
Dimension Hierarchies Design from UML Generalizations and Aggregations
ER '01 Proceedings of the 20th International Conference on Conceptual Modeling: Conceptual Modeling
A Knowledge Based Approach for Modeling and Query Multidimensional Databases
DEXA '99 Proceedings of the 10th International Conference on Database and Expert Systems Applications
Range-Max/Min Query in OLAP Data Cube
DEXA '00 Proceedings of the 11th International Conference on Database and Expert Systems Applications
A Temporal Object-Oriented Data Warehouse Model
DEXA '00 Proceedings of the 11th International Conference on Database and Expert Systems Applications
A Framework for the Classification and Description of Multidimensional Data Models
DEXA '01 Proceedings of the 12th International Conference on Database and Expert Systems Applications
Adaptive Method for Range Top- k Queries in OLAP Data Cubes
DEXA '02 Proceedings of the 13th International Conference on Database and Expert Systems Applications
Handbook of massive data sets
Dynamic orthogonal range queries in OLAP
Theoretical Computer Science - Database theory
Answering Multidimensional Queries on Cubes Using Other Cubes
SSDBM '00 Proceedings of the 12th International Conference on Scientific and Statistical Database Management
Extending Geographic Databases for a Query Language to Support Queries Involving Statistical Data
SSDBM '00 Proceedings of the 12th International Conference on Scientific and Statistical Database Management
On the content of materialized aggregate views
Journal of Computer and System Sciences - Special issue on PODS 2000
Management of Multidimensional Aggregates for Efficient Online Analytical Processing
IDEAS '99 Proceedings of the 1999 International Symposium on Database Engineering & Applications
Towards Knowledge Discovery from WWW Log Data
ITCC '00 Proceedings of the The International Conference on Information Technology: Coding and Computing (ITCC'00)
Multidimensional databases
Multidimensional databases
Conceptual multidimensional models
Multidimensional databases
Multidimensional databases
Operators for multidimensional aggregate data
Multidimensional databases
Querying multidimensional data
Multidimensional databases
Cooperation with geographic databases
Multidimensional databases
CubiST++: Evaluating Ad-Hoc CUBE Queries Using Statistics Trees
Distributed and Parallel Databases
Multidimensional data model and query language for informetrics
Journal of the American Society for Information Science and Technology
Systematic development of internet sites: extending approaches of conceptual modeling
Information modeling for internet applications
Integrating Fuzziness into OLAP for Multidimensional Fuzzy Association Rules Mining
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Implementing operations to navigate semantic star schemas
DOLAP '03 Proceedings of the 6th ACM international workshop on Data warehousing and OLAP
DOLAP '03 Proceedings of the 6th ACM international workshop on Data warehousing and OLAP
Querying fuzzy multidimensional databases: unary operators and their properties
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems - Intelligent information systems
Using abstract state machines for distributed data warehouse design
APCCM '04 Proceedings of the first Asian-Pacific conference on Conceptual modelling - Volume 31
A Wavelet Framework for Adapting Data Cube Views for OLAP
IEEE Transactions on Knowledge and Data Engineering
Supporting dimension updates in an OLAP server
Information Systems - Special issue: The 14th international conference on advanced information systems engineering (CAiSE*02)
Concise descriptions of subsets of structured sets
ACM Transactions on Database Systems (TODS) - Special Issue: SIGMOD/PODS 2003
Proceedings of the twenty-fourth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Balancing redundancy and query costs in distributed data warehouses
APCCM '05 Proceedings of the 2nd Asia-Pacific conference on Conceptual modelling - Volume 43
Conceptual modelling of web information systems
Data & Knowledge Engineering
Modeling, querying and reasoning about OLAP databases: a functional approach
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
Grouping and aggregation in the concept-oriented data model
Proceedings of the 2006 ACM symposium on Applied computing
YAM2: a multidimensional conceptual model extending UML
Information Systems
ASM-based design of data warehouses and on-line analytical processing systems
Journal of Systems and Software - Special issue: Quality software
Efficient estimation of joint queries from multiple OLAP databases
ACM Transactions on Database Systems (TODS)
Partitioned optimization of complex queries
Information Systems
Using grouping variables to express complex decision support queries
Data & Knowledge Engineering
A UML-based data warehouse design method
Decision Support Systems
TUBE (Text-cUBE) for discovering documentary evidence of associations among entities
Proceedings of the 2007 ACM symposium on Applied computing
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
An analytical approach to the inference of summary data of additive type
Theoretical Computer Science
A new approach for the generation of fuzzy summaries based on fuzzy multidimensional databases
Intelligent Data Analysis
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
A conceptual model for multidimensional data
APCCM '08 Proceedings of the fifth Asia-Pacific conference on Conceptual Modelling - Volume 79
Online mining of fuzzy multidimensional weighted association rules
Applied Intelligence
Resource space model, OWL and database: Mapping and integration
ACM Transactions on Internet Technology (TOIT)
Relaxation in text search using taxonomies
Proceedings of the VLDB Endowment
On-line evaluation of a data cube over a data stream
ACS'08 Proceedings of the 8th conference on Applied computer scince
Towards integrated and efficient scientific sensor data processing: a database approach
Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology
An Ontology Based Method for Normalisation of Multidimensional Terminology
Advanced Internet Based Systems and Applications
What Can Formal Concept Analysis Do for Data Warehouses?
ICFCA '09 Proceedings of the 7th International Conference on Formal Concept Analysis
View Discovery in OLAP Databases through Statistical Combinatorial Optimization
SSDBM 2009 Proceedings of the 21st International Conference on Scientific and Statistical Database Management
Adaptive Web SitesA Knowledge Extraction from Web Data Approach
Proceedings of the 2008 conference on Adaptive Web Sites: A Knowledge Extraction from Web Data Approach
Multidimensional models for simulation
MCBE'09 Proceedings of the 10th WSEAS international conference on Mathematics and computers in business and economics
Integrating fuzziness with OLAP association rules mining
MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition
Graphical querying of multidimensional databases
ADBIS'07 Proceedings of the 11th East European conference on Advances in databases and information systems
A conceptual model for multidimensional analysis of documents
ER'07 Proceedings of the 26th international conference on Conceptual modeling
Finding an application-appropriate model for XML data warehouses
Information Systems
International Journal of Wireless and Mobile Computing
Automatic validation of requirements to support multidimensional design
Data & Knowledge Engineering
A framework for multidimensional design of data warehouses from ontologies
Data & Knowledge Engineering
The NOX framework: native language queries for business intelligence applications
DaWaK'10 Proceedings of the 12th international conference on Data warehousing and knowledge discovery
Leveraging business process models for ETL design
ER'10 Proceedings of the 29th international conference on Conceptual modeling
Real-time data warehousing for business intelligence
Proceedings of the 8th International Conference on Frontiers of Information Technology
Queries on dates: fast yet not blind
Proceedings of the 14th International Conference on Extending Database Technology
Designing integration flows using hypercubes
Proceedings of the 14th International Conference on Extending Database Technology
REQUEST: A Query Language for Customizing Recommendations
Information Systems Research
On the requirements for user-centric spatial data warehousing and SOLAP
DASFAA'11 Proceedings of the 16th international conference on Database systems for advanced applications
The planning OLAP model: a multidimensional model with planning support
DaWaK'11 Proceedings of the 13th international conference on Data warehousing and knowledge discovery
Hypergraph-based multidimensional data modeling towards on-demand business analysis
Proceedings of the 13th International Conference on Information Integration and Web-based Applications and Services
An efficient algorithm for computing range-groupby queries
DASFAA'06 Proceedings of the 11th international conference on Database Systems for Advanced Applications
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
Evaluation of top-k OLAP queries using aggregate r–trees
SSTD'05 Proceedings of the 9th international conference on Advances in Spatial and Temporal Databases
Managing evolution of data warehouses by means of nested transactions
ADVIS'06 Proceedings of the 4th international conference on Advances in Information Systems
A functional model for data analysis
FQAS'06 Proceedings of the 7th international conference on Flexible Query Answering Systems
A unified object constraint model for designing and implementing multidimensional systems
Journal on Data Semantics XIII
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
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
International Journal of Mobile Computing and Multimedia Communications
The Journal of Supercomputing
On-demand multidimensional data integration: toward a semantic foundation for cloud intelligence
The Journal of Supercomputing
Information Sciences: an International Journal
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We propose a data model and a few algebraic operations that provide semantic foundation to multidimensional databases. The distinguishing feature of the proposed model is the symmetric treatment not only of all dimensions but also measures. The model provides support for multiple hierarchies along each dimension and support for adhoc aggregates. The proposed operators are composable, reorderable, and closed in application. These operators are also minimal in the sense that none can be expressed in terms of others nor can any one be dropped without sacrificing functionality. They make possible the declarative specification and optimization of multidimensional database queries that are currently specified operationally. The operators have been designed to be translated to SQL and can be implemented either on top of a relational database system or within a special purpose multidimensional database engine. In effect, they provide an algebraic application programming interface (API) that allows the separation of the frontend from the backend. Finally, the proposed model provides a framework in which to study multidimensional databases and opens several new research problems.