Thesis Details

Získávání znalostí na webu - shlukování

Master's Thesis Student: Rychnovský Martin Academic Year: 2007/2008 Supervisor: Bartík Vladimír, Ing., Ph.D.
English title
Web Mining - Clustering
Language
Czech
Abstract

This work presents the topic of data mining on the web. It is focused on clustering. The aim of this project was to study the field of clustering and to implement clustering through the k-means algorithm. Then, the algorithm was tested on a dataset of text documents and on data extracted from web. This clustering method was implemented by means of Java technologies.

Keywords

Data Mining, web mining, preprocessing, cluster analysis, compute distance, k-means, cluster center.

Department
Department of Information Systems FIT BUT
Degree Programme
Information Technology, Field of Study Information Systems
Files
Status
defended, grade C
Date
16 June 2008
Reviewer
Burget Radek, doc. Ing., Ph.D.
Committee
Švéda Miroslav, prof. Ing., CSc. (DIFS FIT BUT), předseda
Burget Radek, doc. Ing., Ph.D. (DIFS FIT BUT), člen
Drahanský Martin, prof. Ing., Dipl.-Ing., Ph.D. (DITS FIT BUT), člen
Matoušek Petr, doc. Ing., Ph.D., M.A. (DIFS FIT BUT), člen
Šafařík Jiří, prof. Ing., CSc. (WBU in Pilsen), člen
Vojnar Tomáš, prof. Ing., Ph.D. (DITS FIT BUT), člen
Citation
RYCHNOVSKÝ, Martin. Získávání znalostí na webu - shlukování. Brno, 2008. Master's Thesis. Brno University of Technology, Faculty of Information Technology. 2008-06-16. Supervised by Bartík Vladimír. Available from: https://www.fit.vut.cz/study/thesis/6776/
BibTeX 
@mastersthesis{FITMT6776,
    author = "Martin Rychnovsk\'{y}",
    type = "Master's thesis",
    title = "Z\'{i}sk\'{a}v\'{a}n\'{i} znalost\'{i} na webu - shlukov\'{a}n\'{i}",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2008,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/6776/"
}

Theses

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