Thesis Details

Získávání znalostí z textových dat v prostředí jazyka Python

Bachelor's Thesis Student: Homola Ján Academic Year: 2021/2022 Supervisor: Bartík Vladimír, Ing., Ph.D.

English title

Knowledge Discovery from Text Data in the Python Language

Language

Czech

Abstract

This bachelor thesis deals with knowledge discovery from text data more specifically classification of text-based user reviews. Using experiments, this thesis focuses on methods for preprocessing text data and comparing different classification methods through selected datasets. The conclusion of the work is the evaluation of the achieved results of experiments that were performed using the implemented application.

Keywords

text mining, text preprocessing, classification, classification methods, machine learning,python

Department

Department of Information Systems FIT BUT

Degree Programme

Information Technology

Files

Status

defended, grade C

Date

16 June 2022

Reviewer

Hynek Jiří, Ing., Ph.D.

Committee

Kolář Dušan, doc. Dr. Ing. (DIFS FIT BUT), předseda
Chudý Peter, doc. Ing., Ph.D. MBA (DCGM FIT BUT), člen
Kekely Lukáš, Ing., Ph.D. (DCSY FIT BUT), člen
Lengál Ondřej, Ing., Ph.D. (DITS FIT BUT), člen
Rychlý Marek, RNDr., Ph.D. (DIFS FIT BUT), člen

Citation

HOMOLA, Ján. Získávání znalostí z textových dat v prostředí jazyka Python. Brno, 2022. Bachelor's Thesis. Brno University of Technology, Faculty of Information Technology. 2022-06-16. Supervised by Bartík Vladimír. Available from: https://www.fit.vut.cz/study/thesis/24998/

BibTeX

@bachelorsthesis{FITBT24998,
    author = "J\'{a}n Homola",
    type = "Bachelor's thesis",
    title = "Z\'{i}sk\'{a}v\'{a}n\'{i} znalost\'{i} z textov\'{y}ch dat v prost\v{r}ed\'{i} jazyka Python",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2022,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/24998/"
}

Theses