Analytical Algebra: Extension of Relational Algebra

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Publikace nespadá pod Pedagogickou fakultu, ale pod Fakultu informatiky. Oficiální stránka publikace je na webu muni.cz.
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PESCHEL Jakub BATKO Michal ZEZULA Pavel

Rok publikování 2022
Druh Článek ve sborníku
Konference 33rd International Conference on Database and Expert Systems Applications (DEXA)
Fakulta / Pracoviště MU

Fakulta informatiky

Citace
www https://link.springer.com/chapter/10.1007/978-3-031-12426-6_25
Doi http://dx.doi.org/10.1007/978-3-031-12426-6_25
Klíčová slova Analytical algebra;Relational algebra;Analytical operator
Popis In the context of contemporary data, the processing of information is crucial. This paper proposes an extension to the traditional database relational algebra, which enriches the data model and provides additional complex-data operations. Specifically, we focus on analytical operators from the areas of data mining and similarity search, such as frequent pattern mining or similarity search queries. The proposed approach can be easily extended by additional algebraic operators. To demonstrate the capabilities of our analytical algebra, we show three practical use cases with different levels of the expression complexity.
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