Jiří Hynek


Phone: +420 603492837
E-mail: jhynek@kiv.zcu.cz
WWW: http://www.kiv.zcu.cz/staff/osobni.php?id_osoby=147&lang=EN

Jiri, a co-founder of the Text-Mining Research Group, works as a lecturer at the Dept. of Computer Science and Engineering. His research interests include machine learning and language-related problems. Jiri’s teaching activity is focused on good writing style and technical writing in general.

Publications:


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Publication

A Practical Approach to Automatic Text Summarization

Authors:  Jiří Hynek, Karel Ježek
Source:Proceedings of the 7th ICCC/IFIP International Conference on Electronic Publishing – ELPUB2003 Guimaraes, Portugal, Sely Costa et al. (Eds). Universidade de Minho, Portugal, ISBN 972-98921-2-1
Download: download Full text [209 kB]
Publication

A Web-Based User-Profile Generator: Foundation for a Recommender and Expert Finding System

Authors:  Petr Grolmus, Jiří Hynek, Karel Ježek
Source:Proceedings of the 8th ICCC International Conference on Electronic Publishing, Universidade of Brasília - UnB, Brazil, ISBN 85-88130-02-05
Download: download Full text [143 kB]
Publication

Document Classification Using Itemsets

Authors:  Jiří Hynek, Karel Ježek
Source:Proceedings of 34th Spring International Conference MOSIS 2000, Rožnov pod Radhoštěm, Czech Republic, J. Zendulka (Ed.). MARQ, Czech Republic, ISBN 80-85988-45-3
Download: download Full text [43 kB]
Publication

In Czech: Automatická klasifikace dokumentů do tříd za použití metody Itemsets

Authors:  Jiří Hynek, Karel Ježek
Source:Proceedings of the Annual Database Conference, Datakon 2001 Brno, Czech Republic, Mária Bieliková (Ed.), ISBN 80-227-1597-2
Download: download Full text [272 kB]
Publication

In Czech: Kategorizace textů metodou NBCI

Authors:  Martin Kučera, Karel Ježek, Jiří Hynek
Source:Proceedings of the 2nd Annual Conference Znalosti 2003, Czech Republic. Vojtěch Svátek (Ed). VŠB-Technická univerzita Ostrava, Czech Republic, ISBN 80-248-0229-5
Download: download Full text [230 kB]
Publication

In Czech: O vývoji překladů odborných termínů v oboru ICT a slovníkovém projektu SPOT

Authors:  Jiří Hynek, Přemysl Brada
Source:Proceedings of the 11th Conference on Object-Oriented Technologies – Objekty 2006, Praha, J. Brožek & V. Merunka (Eds.), Czech Republic, ISBN 80-213-1568-7
Download: download Full text [266 kB]
Publication

In Czech: Vyhledávání častých frází pro generování uživatelských profilů

Authors:  Petr Grolmus, Jiří Hynek, Karel Ježek
Source:Proceedings of 3rd International Conference on Information Technologies – Applications and Theory – ITAT 2003, Sliezsky dom, Slovakia. Peter Vojtáš (Ed.), Slovakia, ISBN 80-7097-564-4
Download: download Full text [210 kB]
Publication

On the Evolution of Computer Terminology and the SPOT On-Line Dictionary Project

Authors:  Jiří Hynek, Přemysl Brada
Source:Proceedings of the 11th ICCC International Conference on Electronic Publishing, Vienna, Austria, ISBN 978-3-85437-292-9
Download: download Full text [532 kB]
Publication

Short Document Categorization - Itemsets Method

Authors:  Jiří Hynek, Karel Ježek, Ondřej Rohlík
Source:Proceedings of the Annual Conference PKDD 2000 Workshops, Lyon, France
Download: download Full text [57 kB]
Publication

The Fight against Spam - A Machine Learning Approach

Authors:  Karel Ježek, Jiří Hynek
Source:Proceedings of the 11th International Conference on Electronic Publishing, Vienna, Austria, ISBN 978-3-85437-292-9
Download: download Full text [204 kB]
Publication

Use of Text Mining Methods in a Digital Library

Authors:  Jiří Hynek, Karel Ježek
Source:Proceedings of the Sixth International Conference on Electronic Publishing – elpub2002 Karlovy Vary, Czech Republic, Joao A. Carvalho, Arved Hübler, Anna A. Baptista (Eds). Verlag für Wissenschaft und Forschung Berlin, Germany, ISBN 3-897-0035
Download: download Full text [56 kB]
Publication

User Profile Identification Based on Text Mining

Authors:  Petr Grolmus, Jiří Hynek, Karel Ježek
Source:Proceedings of 6th International Conference on Information Systems Implementation and Modelling – ISIM ‘03 Brno, Czech Republic. Miroslav Beneš (Ed.). MARQ, Czech Republic, ISBN 80-85988-84-4
Download: download Full text [332 kB]

Projects:


Project

Automatic Text Summarisation

Authors:  Josef Steinberger, Karel Ježek, Michal Campr, Jiří Hynek
Desc.:Automatic text summarisation using various text mining methods, mainly Latent Semantic Analysis (LSA).
Project

SPOT: English-Czech ICT Terminology On-line Review

Authors:  Jiří Hynek, Přemysl Brada
Desc.:We hope that SPOT will become an open platform used for discussing controversial computer terms among professionals. The resulting on-line computer dictionary is freely available to the general public, university teachers, students, editors and professional translators.
Project

Document Classification

Authors:  Jiří Hynek, Karel Ježek, Michal Toman, Roman Tesař, Zdeněk Češka, Petr Grolmus
Desc.:Use of inductive machine learning methods in classification of short text documents.
Project

User Profile Mining, Social Networks

Authors:  Jiří Hynek, Petr Grolmus, Karel Ježek
Desc.:Identification of user profiles based on users' behavior on the web. Practical applications in various knowledge and information management projects.