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Mgr. Vladimír Matejovský

Bachelor's thesis

Podpora shlukování webových stránek pomocí link mining.

Improving the Web Page Clustering through Link Mining
Abstract:
This thesis deals with improving web page clustering through link mining. The text of the thesis is focused on data mining, text mining, text clustering and keyword extraction approaches. It also discusses the possibilities of their combinations. The practical part of the thesis consists of both the implementation of the mentioned techniques and the real data experiments. The developed tool – KIWI …more
Abstract:
Táto práca sa zaoberá podporou zhlukovania textov z webu znalosťami získanými z dolovania odkazov. Text práce postupne popisuje dolovanie z dát, dolovanie z textov, zhlukovanie textov a extrahovanie kľúčových slov. Praktická časť práce pozostáva z implementácie spomínaných techník a experimentov na reálnych dátach. Výsledná aplikácia KIWI je určená na zhlukovanie textov a extrakciu kľúčových slov zo …more
 

Keywords

dolovanie z textov text mining zhlukovanie textov text clustering link mining EM KMeans kľúčové slová KIWI
 
Language used: Slovak
Date on which the thesis was submitted / produced: 20. 5. 2013
Identifier: https://is.muni.cz/th/ht0gm/

Thesis defence

  • Date of defence: 19. 6. 2013
  • Supervisor: RNDr. Jaroslav Bayer
  • Reader: RNDr. Šimon Suchomel, Ph.D.

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Institution archiving the thesis and making it accessible: Masarykova univerzita, Fakulta informatiky
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Masaryk University

Faculty of Informatics

Bachelor programme / field:
Applied Informatics / Applied Informatics

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