Analytical Algebra: Extension of Relational Algebra

D 2022

Analytical Algebra: Extension of Relational Algebra

PESCHEL, Jakub, Michal BATKO a Pavel ZEZULA

Základní údaje

Originální název

Analytical Algebra: Extension of Relational Algebra

Autoři

PESCHEL, Jakub (203 Česká republika, garant, domácí), Michal BATKO (203 Česká republika, domácí) a Pavel ZEZULA (203 Česká republika, domácí)

Vydání

Cham, 33rd International Conference on Database and Expert Systems Applications (DEXA), od s. 284-290, 7 s. 2022

Nakladatel

Springer International Publishing

Další údaje

Jazyk

angličtina

Typ výsledku

Stať ve sborníku

Obor

10201 Computer sciences, information science, bioinformatics

Stát vydavatele

Švýcarsko

Utajení

není předmětem státního či obchodního tajemství

Forma vydání

elektronická verze "online"

Odkazy

URL

Impakt faktor

Impact factor: 0.402 v roce 2005

Kód RIV

RIV/00216224:14330/22:00126485

Organizační jednotka

Fakulta informatiky

ISBN

978-3-031-12425-9

ISSN

DOI

http://dx.doi.org/10.1007/978-3-031-12426-6_25

UT WoS

000877002300025

Klíčová slova anglicky

Analytical algebra;Relational algebra;Analytical operator

Štítky

core_B, DISA, firank_B

Příznaky

Mezinárodní význam, Recenzováno

Změněno: 28. 3. 2023 11:49, RNDr. Pavel Šmerk, Ph.D.

Anotace

V originále

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.

Návaznosti

EF16_019/0000822, projekt VaV

Název: Centrum excelence pro kyberkriminalitu, kyberbezpečnost a ochranu kritických informačních infrastruktur

Citovat

PESCHEL, Jakub, Michal BATKO a Pavel ZEZULA. Analytical Algebra: Extension of Relational Algebra. Online. In Strauss, C., Cuzzocrea, A., Kotsis, G., Tjoa, A.M., Khalil, I. 33rd International Conference on Database and Expert Systems Applications (DEXA). Cham: Springer International Publishing, 2022, s. 284-290. ISBN 978-3-031-12425-9. Dostupné z: https://dx.doi.org/10.1007/978-3-031-12426-6_25.

@inproceedings{2212650,
   author = {Peschel, Jakub and Batko, Michal and Zezula, Pavel},
   address = {Cham},
   booktitle = {33rd International Conference on Database and Expert Systems Applications (DEXA)},
   doi = {http://dx.doi.org/10.1007/978-3-031-12426-6_25},
   editor = {Strauss, C., Cuzzocrea, A., Kotsis, G., Tjoa, A.M., Khalil, I.},
   keywords = {Analytical algebra;Relational algebra;Analytical operator},
   howpublished = {elektronická verze "online"},
   language = {eng},
   location = {Cham},
   isbn = {978-3-031-12425-9},
   pages = {284-290},
   publisher = {Springer International Publishing},
   title = {Analytical Algebra: Extension of Relational Algebra},
   url = {https://link.springer.com/chapter/10.1007/978-3-031-12426-6_25},
   year = {2022}
}

TY  - JOUR
ID  - 2212650
AU  - Peschel, Jakub - Batko, Michal - Zezula, Pavel
PY  - 2022
TI  - Analytical Algebra: Extension of Relational Algebra
PB  - Springer International Publishing
CY  - Cham
SN  - 9783031124259
KW  - Analytical algebra;Relational algebra;Analytical operator
UR  - https://link.springer.com/chapter/10.1007/978-3-031-12426-6_25
N2  - 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.
ER  -

PESCHEL, Jakub, Michal BATKO a Pavel ZEZULA. Analytical Algebra: Extension of Relational Algebra. Online. In Strauss, C., Cuzzocrea, A., Kotsis, G., Tjoa, A.M., Khalil, I. \textit{33rd International Conference on Database and Expert Systems Applications (DEXA)}. Cham: Springer International Publishing, 2022, s.~284-290. ISBN~978-3-031-12425-9. Dostupné z: https://dx.doi.org/10.1007/978-3-031-12426-6\_{}25.

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