Jozef Kapusta

Welcome to my homepage

I am associate professor at the Department of Informatics, Faculty of Natural Sciences, Constantine the Philosopher University in Nitra.


My primary research focuses on web mining. My other research interests are in the areas of web solutions, artificial intelligence and web-based education.

Awards

  • 'Green Group Award' (Best paper) - International Conference on Computational Science 2013 (ICCS 2013), the Workshop on Computational Finance and Business Intelligence (Barcelona, June 5 - June 7, 2013)
  • ScienceDirect Top 25 Hottest Articles (8th place) - Procedia Computer Science
  • 1st place in E-learning Competition ICETA 2007 - Category: Complex online learning system
  • Czech Society for Systems Integration Award in Competition E-learning 2005 for e-course: Programing internet application.

Researcher Profiles


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About Me

About

I was born in Topoľčany (Slovakia) in 1978.

I graduated from Constantine the Philosopher University (UKF) in Nitra with my Master's Degree (Mgr.) in Mathematics and Informatics in 2002.

In 2009 I received Doctoral Degree (PhD.) in Computer Science Pedagogy (Theory of Teaching Informatics) from UKF in Nitra.

In 2012, I completed course English for Academic Purposes at Univesity of Sunderland.

In 2014, I was appointed as an associate professor in the field of Managerial Informatics at the Faculty of Business and Economics, Mendel University in Brno.

Publication

Selected Books

Kapusta, J. - Munk, M. (2014).
Web Structure Mining: Analysis of observed and expected website visit rate.
Nitra : FPV UKF, 140 p. ISBN-978‐80‐558‐0661‐7 (in Slovak)

Munk, M. - Kapusta, J. (2014).
Web Usage Mining: Data Preparation and Data Modelling.
Nitra: FPV UKF, 136 p. ISBN-978-80-558-0692-1 (in Slovak)

Drlík, M. - Švec, P. - Kapusta, J. - Mesárošová, M.: (2013).
Moodle: Kompletní průvodce tvorbou a správou elektronických kurzů.
Brno : Computer Press, 344 p. ISBN 978-80-251-3759-8.(in Czech)


Selected Publications

2015 2014 2013 2012 2011
  • Munk, M. - Vrábelová, M. - Kapusta, J. (2011) Probability modeling of accesses to the web parts of portal. In: Procedia Computer Science. Elsevier, ISSN 1877-0509, Vol. 3 (pdf)
  • Cápay, M et al. (2011) Scientific Fair : science you can see, hear and experience. In: Interactive Collaborative Learning (ICL 2011) : 14th International Conference, Bratislava : STU - ISBN 978-1-4577-1746-8
2010 2009
  • Kapusta, J. – Munk, M. – Turčáni, M. (2009) Experimental comparison of adaptive links annotation technique with adaptive direct guidance technique. In: Webist 2009 : ACM Conference Proceedings. 5th International Conference on Web Information Systems and Technologies, Lisboa Portugal, Insticc Press - ISBN 978-989-8111-81-4. (pdf)
  • Munk, M. – Kapusta, J. – Švec, P. (2009) Data preprocessing dependency for web usage mining based on sequence rule analysis In: MCCSIS : proceedings of the IADIS european conference on data mining. Algerve, IADIS, ISBN 978-972-8924-88-1.
  • Kapusta, J. – Munk, M. – Munková, D. (2009) Analysis of Chosen Adaptive Techniques for Personalization Purposes In: Hacia la Web 3.0 : XIV. Congreso Internacional de technologías para la educación y el conocimiento. - ISBN 978-84-692-3571-3.
2008
  • Turčáni, M. – Kapusta, J. (2008) System for Adaptive Annotation of Hyperlinks in the Conditions of University Courses from the Field of Informatics. In: Journal on Efficiency and Responsibility in Education and Science. - ISSN 1803-1617. - Vol. 1, no. 2
  • Drlík, M. - Švec, P. - Skalka, J. - Kapusta, J. (2008) E-learning portal integration to the information system of Constantine the Philosopher University in Nitra, Slovakia. In: EUNIS 2008 Vision IT : visions for IT in higher education. - Aarhus: University of Aarhus, ISBN 978-87-91234-58-3.
2006
  • Kapusta, J. - Skalka, J. - Turčáni, M. (2006) Chýba vám niečo v Moodle? Tak si to doprogramujte!. In: Spolupráce univerzit při efektivní tvorbě a využívání vzdělávacích zdroju. - Praha: ČVUT, 2006. - ISBN 80-239-6601-4. (hlavná prednáška konferencie Belcom 2006)

Projects

Actual Projects

  • Modelling of Stakeholders` Behaviour in Commercial Bank during the Recent Financial Crisis and Expectations of Basel Regulations under Pillar 3- Market Discipline
    Scientific Grant Agency of the Ministry of Education, science, research and sport of the Slovak Republic and the Slovak Academy of Sciences (VEGA)
    Duration of the project: 2013 - 2015
    Principal investigator: Munk, M.
  • Evaluation of machine translation
    Scientific Grant Agency of the Ministry of Education, science, research and sport of the Slovak Republic and the Slovak Academy of Sciences (VEGA)
    Duration of the project: 2014 - 2016
    Principal investigator: Munková, D.
  • Modern Informatics - New Methods and Forms for Efective Education
    Cultural and Educational Grant Agency of the Ministry of Education, Science, Research and Sport of the Slovak Republic (VEGA)
    Duration of the project: 2013 - 2015
    Principal investigator: Skalka, J.

Teaching

Undergraduate Study Courses

Graduate Study Courses



Current student projects

Master (Mgr.) Theses - 2015/2016

  • Bc. Kamila Matejová: Web Page Cluster Analysis
  • Bc. Dominik Halvoník: PHP Library for Inteligent E-shop Chat System
  • Bc. Lukáš Paľo: Search Queries Analysis
  • Bc. Ing. Stanislav Bagin: Web Page Residual Analysis

Master (Mgr.) Theses - 2014/2015
  • Bc. Peter Boboček: Data Preprocesing Techniques for Web Log Mining with Heuristic Method
  • Bc. Juraj Godál: Web Analysis with Graph Algorithms
  • Bc. Jakub Moravčík: Web Page Property Analysis
  • Bc. Juraj Lipovský: Modul Desing for Web Structure Analysis
  • Bc. Henrich Köszegi: Mobile Application Development with Web Technology Support

Bachelor (Bc.) Theses - 2015/2016
  • Marek Valkovič: Knowledge extraction from social networks
  • Eduard Klučiar: Visualization of Web Page Indexing Methods
  • Ľudovít Kováč: Items intellignet ordering
  • Dávid Michalík: Search Engine Optimization

Bachelor (Bc.) Theses - 2014/2015
  • Peter Rumanovský: Visualization Problem Solution with Genetic Algorithms
  • Marián Martuliak: Shopping Cart Analysis Modul with Association Rules Analysis
  • Jozef Magyari: Publication Databases Data Mining
  • Adam Višňovský: Internet Banking Data Visualization



Presentations on Conferences

Selected Presentations

  • Experimental Verification of the Dependence between the Expected and Observed Visit Rate of Web Pages
    ICIC 2015 - International Conference on Intelligent Computation (http://www.ic-ic.org/2015)
    Fuzhou, China, 20 – 23 August, 2015
  • Analysis of Differences between Expected and Observed Probability of Accesses to Web Pages
    ICCCI 2014 - Computational Collective Intelligence Technologies and Applications (http://ke.yu.ac.kr/iccci2014/)
    Seoul, Korea, 24 – 26 September, 2014
  • Pillar 3 and Modelling of Stakeholders Behaviour at the Commercial Bank Website during the Recent Financial Crisis
    ICCS 2013 - The International Conference on Computational Science (http://www.iccs-meeting.org)
    Barcelona, Spain, 5 – 7 June, 2013
  • Cut-off Time Calculation for User Session Identification by Reference Length .
    AICT 2012 - International Conference on Application of Information and Communication Technologies (http://aict.info)
    Tbilisi, Georgia, 17 – 19 October, 2012
  • Probability modeling of accesses to the web parts of portal.
    WCIT 2010 - World Conference on Information Technology (http://www.awer-center.org/wcit/)
    Instanbul, Turkey, 6 – 10 October, 2010
  • Data Preprocessing Evaluation for Web Log Mining: Reconstruction of Activities of a Web Visitor
    ICCS 2010 – International Conference on Computational Science (http://www.iccs-meeting.org/iccs2010/)
    Amsterdam, Holland, May 31 - June 2, 2010
  • Analysis of Chosen Adaptive Techniques for Personalization Purposes
    XIV Congreso Internacional de Tecnologías para la Educación y el Conocimiento: Hacia la Web 3.0 (http://www.uned.es/infoedu/CIE-2009/)
    Madrid, Spain, 2 – 4 July, 2009
  • Experimental comparison of adaptive links annotation technique with adaptive direct guidance technique
    WEBIST 2009 – Web Information Systems and Technologies (http://www.webist.org/WEBIST2009/)
    Lisboa, Portugal, 23 – 26 March, 2009

Photo

Contact

Department of Informatics,
Faculty of Natural Sciences,
Constantine the Philosopher University in Nitra,

Tr. A. Hlinku 1,
949 74 Nitra (Slovak Republic)

Tel: +421 37 6408 675
Fax: +421 37 6408 556

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