Efficiency of Algorithms and Input Processing Methods in Slovak Text Data Retrieval

This article deals with analyzing and comparing the efficiency of the KMP (Knuth-Morris-Pratt), BM (Boyer-Moore) algorithms, and regular expressions in searching text data in Slovak language. Additionally, it analyzes the impact of various input processing methods, such as lemmatization, and removal of stop-words and punctuation marks, on search results. Our goal is to provide a comprehensive view of the effectiveness of individual algorithms and input processing techniques in handling textual data manipulation.

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Published
2024-11-13
DOI
https://doi.org/10.1109/informatics62280.2024.10900915
Primary Topic
Advanced Database Systems and Queries
Type
article
Field-Weighted Citation Impact
0.00

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article

Efficiency of Algorithms and Input Processing Methods in Slovak Text Data Retrieval

Julia Drozd, Ján Lang, Pavol Baťalík
Advanced Database Systems and Queries
article

Efficiency of Algorithms and Input Processing Methods in Slovak Text Data Retrieval

Julia Drozd, Ján Lang, Pavol Baťalík
article en

Abstract

This article deals with analyzing and comparing the efficiency of the KMP (Knuth-Morris-Pratt), BM (Boyer-Moore) algorithms, and regular expressions in searching text data in Slovak language. Additionally, it analyzes the impact of various input processing methods, such as lemmatization, and removal of stop-words and punctuation marks, on search results. Our goal is to provide a comprehensive view of the effectiveness of individual algorithms and input processing techniques in handling textual data manipulation.

Slovak University of Technology in Bratislava (SK)
Research and Development
Openalex Percentile: Top 67%
Advanced Database Systems and Queries
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