The primary research field is Web Mining, specifically the domain of banking (VEGA-1/0392/13) and education- EDM (Educational Data Mining, 7RP-612536-IRNet). The area of EDM is covered by the same research team which is currently participating in the IRNet project. Another research field is Text Mining and Natural Language Processing (VEGA-1/0559/14).

Research team leader and team members  

• 7RP 612536 IRNet - IRNet - International Research Network, 2014 - 2017.

Publications

• Munk, M. - Kapusta, J. - Švec, P. 2010. Data Preprocessing Evaluation for Web Log Mining: Reconstruction of Activities of a Web Visitor. In Procedia Computer Science. Elsevier, ISSN 1877-0509, 2010, vol. 1, no. 1, p. 2273-2280. Most Cited Procedia Computer Science Articles;
• Munk, M. - Kapusta, J. - Švec, P. - Turčáni, M. 2010. Data Advance Preparation Factors Affecting Results of Sequence Rule Analysis in Web Log Mining. In E&M Economics and Management: Information Management. ISSN 1212-3609, 2010, vol. 13, no. 4, p. 143-160;
• Munk, M. - Drlík, M. - Kapusta, J. - Munková, D. 2013. Methodology Design for Data Preparation in the Process of Discovering Patterns of Web Users Behaviour. In Applied Mathematics & Information Sciences. ISSN 1935-0090, 2013, vol. 7, no. 1L, p. 27-36;
• Munk, M. - Pilková, A. - Kapusta, J. - Švec, P. - Drlík, M. 2013. Pillar 3 and Modelling of Stakeholders’ Behaviour at the Commercial Bank Website during the Recent Financial Crisis. In Procedia Computer Science. Elsevier, ISSN 1877-0509, 2013, vol. 18, p. 1747-1756. Green Group Award 2013 of Computational Finance and Business Intelligence;
• Munk, M. - Drlík, M. 2014. Analysis of Stakeholders’ Behaviour Depending on Time in Virtual Learning Environment. In Applied Mathematics & Information Sciences. ISSN 1935-0090, 2014, vol. 8, no. 2, p. 773-785.

Conferences

• 10th ICCS 2010 in Amsterdam, International Conference on Computational Science, ERA A-ranked conference series;
• 11th ICCS 2011 in Singapore, International Conference on Computational Science, ERA A-ranked conference series;
• 26th PACLIC 2012 in Denpasar Indonesia, Pacific Asia Conference on Language, Information, and Computation, ERA B-ranked conference series;
• 13th ICCS 2013 in Barcelona, International Conference on Computational Science, ERA A-ranked conference series;
• 14th ICCS 2014 in Cairns Australia, International Conference on Computational Science, ERA A-ranked conference series.

International cooperation

Herzen State Pedagogical University of Russia, St.Petersburg, Russian Federation - Field: Educational Data Mining [7RP-612536-IRNet];
University of Extremadura, Spain - Field: Educational Data Mining  [7RP-612536-IRNet];
Faculty of informatics and management, University of Hradec Králové, Czech Republic - Field: Web Mining [VEGA 1/0392/13];
Directorate-General for Translation (DGT) in Brussels,  EU - Field: Text Mining/Natural Language Processing [VEGA-1/0559/14];
Institute of System Engineering and Informatics, University of Pardubice, Czech Republic - Field: Text Mining/Natural Language Processing [VEGA 1/0392/13, VEGA-1/0559/14].

Most significant results/findings

Received the International Award "Green Group Award 2013 of Computational Finance and Business Intelligence" for the article "Pillar 3 and Modelling of Stakeholders’ Behaviour at the Commercial Bank Website during the Recent Financial Crisis", at the International Conference on Computational Science, ICCS 2013 [ERA A-ranked conference series].