Analytical Algebra: Extension of Relational Algebra

D 2022

Analytical Algebra: Extension of Relational Algebra

PESCHEL, Jakub, Michal BATKO and Pavel ZEZULA

Basic information

Original name

Analytical Algebra: Extension of Relational Algebra

Authors

PESCHEL, Jakub (203 Czech Republic, guarantor, belonging to the institution), Michal BATKO (203 Czech Republic, belonging to the institution) and Pavel ZEZULA (203 Czech Republic, belonging to the institution)

Edition

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

Publisher

Springer International Publishing

Other information

Language

English

Type of outcome

Stať ve sborníku

Field of Study

10201 Computer sciences, information science, bioinformatics

Country of publisher

Switzerland

Confidentiality degree

není předmětem státního či obchodního tajemství

Publication form

electronic version available online

References:

URL

Impact factor

Impact factor: 0.402 in 2005

RIV identification code

RIV/00216224:14330/22:00126485

Organization unit

Faculty of Informatics

ISBN

978-3-031-12425-9

ISSN

DOI

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

UT WoS

000877002300025

Keywords in English

Analytical algebra;Relational algebra;Analytical operator

Abstract

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.

Links

EF16_019/0000822, research and development project

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

Citovat

PESCHEL, Jakub, Michal BATKO and 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, p. 284-290. ISBN 978-3-031-12425-9. Available from: 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 and 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, p.~284-290. ISBN~978-3-031-12425-9. Available from: https://dx.doi.org/10.1007/978-3-031-12426-6\_{}25.

Detailed Information on Publication Record