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A Foundation for Multi-dimensional Databases
VLDB '97 Proceedings of the 23rd International Conference on Very Large Data Bases
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Summarizability in OLAP and Statistical Data Bases
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Information Systems Research
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KDEX '97 Proceedings of the 1997 IEEE Knowledge and Data Engineering Exchange Workshop
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HICSS '98 Proceedings of the Thirty-First Annual Hawaii International Conference on System Sciences-Volume 7 - Volume 7
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ICDE '99 Proceedings of the 15th International Conference on Data Engineering
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Information Sciences: an International Journal
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ADBIS'07 Proceedings of the 11th East European conference on Advances in databases and information systems
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Data & Knowledge Engineering
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ER'10 Proceedings of the 29th international conference on Conceptual modeling
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DASFAA'11 Proceedings of the 16th international conference on Database systems for advanced applications
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Data & Knowledge Engineering
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A unified object constraint model for designing and implementing multidimensional systems
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Evaluation of approaches for designing secure data warehouse
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Computer Standards & Interfaces
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This paper presents a multidimensional conceptual Object-Oriented model for Data Warehousing and OLAP tools, its structures, integrity constraints and query operations. It has been developed as an extension of UML core metaclasses to facilitate its usage, and try to fill the absence of a standard model. Being a UML extension allows reusing modeling constructs and techniques, and integrating multidimensional modeling in more general modeling processes. Moreover, while existing multidimensional models are restricted to the modeling of isolated stars, this paper investigates the representation of several semantically related star schemas. Summarizability and identification constraints can also be represented in the model, and a closed and complete set of algebraic operations has been defined in terms of functions (so that mathematical properties of functions can be smoothly applied).