====== Research ======

:!: The list is not yet complete

===== Publications =====

  * [[https://scholar.google.cz/citations?user=uvwToGMAAAAJ|Google Scholar]]
  * [[http://dblp.uni-trier.de/pers/hd/k/Kuchar:Jaroslav|dblp]]



  * Chudán, D.; Svátek, V.; Kuchař, J.; Vojíř, S. **Dolování z otevřených dat o rozpočtech a výdajích** //Acta Informatica Pragensia. 2017, 7(1), 58-73. ISSN 1805-4951.//
  * Vojíř, S.; Zeman, V.; Kuchař, J.; Kliegr, T. **Využití EasyMiner API v projektu OpenBudgets.eu** //In: Data a znalosti 2017. Plzeň: Západočeská univerzita v Plzni, 2017. pp. 56-60. ISBN 978-80-261-0720-0.//
  * Golian, C.; Kuchař, J. **Recommending News Articles using Rule-based Classifier** //In: Data a znalosti 2017. Plzeň: Západočeská univerzita v Plzni, 2017. pp. 51-55. ISBN 978-80-261-0720-0.//
  * Kuchař, J.; Svátek, V. **Spotlighting Anomalies using Frequent Patterns** //In: KDD 2017 Workshop on Anomaly Detection in Finance. Proceedings of Machine Learning Research, 2018. pp. 33-42. vol. 71.//
  * Kliegr, T.; Kuchař, J.; Vojíř, S.; Zeman, V. **EasyMiner – Short History of Research and Current Development** //In: ITAT 2017: Information Technologies – Applications and Theory. Aachen: CEUR Workshop Proceedings, 2017. pp. 235-239. vol. 1885. ISSN 1613-0073.//
  * Golian, C.; Kuchař, J. **News Recommender System based on Association Rules @ CLEF NewsREEL 2017** //In: Working Notes of CLEF 2017 - Conference and Labs of the Evaluation Forum. Aachen: CEUR Workshop Proceedings, 2017. vol. 1866. ISSN 1613-0073.//
  * Kuchař, J.; Kliegr, T. **InBeat: JavaScript recommender system supporting sensor input and linked data** //Knowledge-Based Systems. 2017, 135 40-43. ISSN 0950-7051.//
  * Vojíř, S.; Zeman, V.; Kuchař, J.; Kliegr, T. **Using EasyMiner API for Financial Data Analysis in the OpenBudgets.eu Project** //In: RuleML+RR 2017 - Doctoral Consortium, Challenge, Industry Track, Tutorials and Posters. Aachen: CEUR Workshop Proceedings, 2017. vol. 1875. ISSN 1613-0073.//
  * Kuchař, J.; Ashenfelter, A.; Kliegr, T. **Outlier (Anomaly) Detection Modelling in PMML** //In: RuleML+RR 2017 - Doctoral Consortium, Challenge, Industry Track, Tutorials and Posters. Aachen: CEUR Workshop Proceedings, 2017. vol. 1875. ISSN 1613-0073.//
  * Zeman, V.; Vojiř, S.; Kuchař, J.; Kliegr, T. **Využití cloudu pro dolování asociačních pravidel z velkých dat přes webové rozhraní** //In: Proceedings in Informatics and Information Technologies - (WIKT & DaZ 2016) 11th Workshop on Intelligent and Knowledge Oriented Technologies 35th Conference on Data and Knowledge. Bratislava: Vydavatel'stvo STU, 2016. pp. 259-263. ISBN 978-80-227-4619-9.//
  * Filipová, M.; Kuchař, J. **Analýza článků z českých zpravodajských serverů** //In: Proceedings in Informatics and Information Technologies - (WIKT & DaZ 2016) 11th Workshop on Intelligent and Knowledge Oriented Technologies 35th Conference on Data and Knowledge. Bratislava: Vydavatel'stvo STU, 2016. pp. 97-101. ISBN 978-80-227-4619-9.//
  * Kuchař, J.; Dojčinovski, M.; Vitvar, T. **Exploiting Temporal Dimension in Tensor-Based Link Prediction.** //In: Web Information Systems and Technologies. Cham: Springer International Publishing, 2016. pp. 211-231. Lecture Notes in Business Information Processing. ISSN 1865-1348. ISBN 978-3-319-30995-8.//
  * Kliegr T., Kuchař J.: **Benchmark of Rule-based Classifiers in the News Recommendation Task** //Experimental IR Meets Multilinguality, Multimodality, and Interac- tion - 6th International Conference of the CLEF Association, CLEF 2015, Toulouse, France. Volume 9283, p. 130-141. Published by Springer, 2015.// [[http://link.springer.com/chapter/10.1007/978-3-319-24027-5_11|link]]
  *Vojíř S., Zeman V., Kuchař J., Kliegr T.: **EasyMiner/R: Web Interface for Rule Learning and Classification in R** // Proceedings of the RuleML 2015 Challenge , Berlin, Germany. Published by CEUR Workshop Proceedings, 2015. // [[http://ceur-ws.org/Vol-1417/paper10.pdf|pdf]]
  * Kuchař J.: **Augmenting a Feature Set of Movies Using Linked Open Data**,//Proceedings of the RuleML 2015 Challenge, Berlin, Germany. Published by CEUR Workshop Proceedings, 2015//[[http://ceur-ws.org/Vol-1417/paper16.pdf|pdf]]
  * Kuchař J., M. Dojchinovski, Vitvar T.: **Time-Aware Link Prediction in RDF Graphs**,// WEBIST 2015 - Proceedings of the 11th International Conference on Web Information Systems and Technologies, Lisbon, Portugal, May, p. 390-401. Published by SciTePress 2015.// [[http://www.scitepress.org/Portal/PublicationsDetail.aspx?ID=0rKeL7JmT3g=&t=1|link]]
  * Kuchař J., Kliegr T. ** Bag-of-Entities text representation for client-side (video) recommender systems. ** // In First Workshop on Recommender Systems for Television and online Video (RecSysTV), ACM RecSys 2014 Foster City, Silicon Valley, USA, 6th-10th October 2014 // [[http://recsystv.org|link]]
  * Kuchař J., Kliegr T. **Doporučování multimediálního obsahu s využitím senzoru Microsoft Kinect** // Znalosti 2014.13th Annual Conference, Jasná pod Chopkom, Nízké Tatry, Slovakia, ISBN 978-80-245-2054-4, 2014// [[http://znalosti.eu/|link]]
  * Kuchař J., Kliegr T. **InBeat: News Recommender System as a Service @ CLEF-NEWSREEL’14** //  CLEF-NEWSREEL, CLEF 2014 Conference on Multilingual and Multimodal Information Access Evaluation, Sheffield, UK, 2014// [[http://www.clef-newsreel.org/|link]]
  * Kliegr T., Kuchař J. **Orwellian Eye: Video Recommendation with Microsoft Kinect** // Conference on Prestigious Applications of Intelligent Systems – PAIS 2014, ECAI 2014, Prague, Czech Republic // [[http://www.ecai2014.org/pais/accepted-papers-and-system-demos/|link]]
  * Kliegr T., Kuchař J., Sottara D., Vojir S. **Learning Business Rules with Association Rule Classifiers.**  // The 8th International Web Rule Symposium: RuleML 2014 - ECAI 2014, Prague, Czech Republic // [[http://ruleml2014.vse.cz/accepted-papers|link]]
  * Leroy, J., Rocca, F., Mancas, M., Madhkour, R., Grisard, F., Kliegr, T., Kuchar, J., Vit, J., Pirner, I., and Zimmermann P. **KINterestTV - Towards Non–invasive Measure of User Interest While Watching TV**. // Innovative and Creative Developments in Multimodal Interaction Systems . Eds. Y. Rybarczyk, T. Cardoso, J. Rosas, and L. Camarinha-Matos. Springer, 2014. // [[http://link.springer.com/chapter/10.1007/978-3-642-55143-7_8|link]]
  * Kuchař J., Kliegr T. **GAIN: web service for user tracking and preference learning – a SMART TV use case**. //In Proceedings of the 7th ACM Recommender Systems Conference (RecSys 2013), Hong Kong, China. ACM, New York, NY, USA, 467-468.// [[http://dl.acm.org/citation.cfm?id=2508217|link]]
  * D. Tsatsou, M. Mancas, J. Kuchař, L. Nixon, M. Vacura, J. Leroy, F. Rocca, V. Mezaris. **When TV meets the Web: towards personalised digital media**. //In Semantic Multimedia Analysis and Processing, Evangelos Spyrou, Dimitrios Iakovidis, Phivos Mylonas (Eds.). Crc Pr I Llc, to be published, July 2014. ISBN 978-1-4665-7549-3.// [[http://www.crcpress.com/product/isbn/9781466575493|link]]
  * Kuchař J., Kliegr T.: ** GAIN: Analysis of Implicit Feedback on Semantically Annotated Content **, // 7th Workshop on Intelligent and Knowledge Oriented Technologies, Smolenice, Slovakia, 2012, // [[http://wikt2012.fiit.stuba.sk/data/wikt2012-proceedings.pdf|link]]
  * M. Dojchinovski, J. Kuchar, T. Vitvar, M. Zaremba: **Personalized Graph-based Selection of Web APIs**,// The 11th International Semantic Web Conference, Boston, USA, Springer, 2012.// [[http://docs.vitvar.com/ISWC2012-DojchinovskiKVZ.pdf|pdf]]
  * D. Tsatsou, L. Nixon, M. Mancas, M. Vacura, R. Klein, J. Leroy, J. Kuchař, T. Kliegr, M. Kober, M. Loli, V. Mezaris. **Contextualised user profiling in networked media environments **,//In Proc. 2nd International Workshop on Augmented User Modeling in conjunction with 20th Conference on User Modeling, Adaptation and Personalization (UMAP 2012), Montreal, Canada, 16 – 20 July 2012.// [[http://ceur-ws.org/Vol-872/aum2012_paper_4.pdf|pdf]]
  * Kuchař, J., **Web Usage Mining** //Ph.D. Minimum Thesis, Faculty of Electrical Engineering, Prague, Czech Republic, 2011.// 
  * Kuchař, J. - Jelínek, I.,  **Dynamical online modeling of web user behaviour in adaptive web**,  //In: Workshop 2011 [CD-ROM]. Praha: České vysoké učení technické v Praze, 2011. // [[https://www.sgs.cvut.cz/index.php?action=workshop_2011|link]]
  * Kuchař, J. - Jelínek, I.,  **Learning Semantic Web Usage Profiles by Using Genetic Algorithms**, //In: International Journal on Information Technologies and Security. 2011, vol. 3, no. 4, p. 3-20. ISSN 1313-8251.// [[http://ijits-bg.com/archive|link]]
  * Kuchař, J. - Jelínek, I., **Scoring Pageview Based on Learning Weight Function**, //In: International Journal on Information Technologies and Security. 2010, vol. 2, no. 4, p. 19-28. ISSN 1313-8251.// [[http://ijits-bg.com/archive|link]]
===== Other Publications =====
  * J. Kuchař, T. Vitvar: ** Integrace pomocí webových služeb **, // Pražská technika. 2012, č. 6, s. 14-15. ISSN 1213-5348, // [[http://www.cvut.cz/cs/struktura/ctn/pt/pt2012|link]]

===== Grants =====
  * SGS SGS13/100/OHK3/1T/18 - Vitvar T., **Anotace Webových služeb a Crowdsourcing**, // Faculty of Information Technology, Department of Software Engineering, 2013.//
  * SGS SGS12/093/OHK3/1T/18 - Vitvar T., **Pokročilý výzkum v softwarovém a webovém inženýrství**, // Faculty of Information Technology, Department of Software Engineering, 2012.//
  * SGS SGS10/200/OHK3/2T/13 - Kuchař, J., **Dynamical online modeling of web user behaviour in adaptive web**, //Faculty of Electrical Engineering, Department of Computer Science and Engineering, 2010-2011.//
  * Webová a technická inovace výuky a podpory informatických předmětů. Fond rozvoje vysokých škol, 395/2011, 2011.
===== Research Visits =====
  * Unit for Information Mining and Retrieval, Digital Enterprise Research Institute (DERI)
    * http://uimr.deri.ie/
    * Galway, Ireland
    * Jul-Sep 2011

===== Project Participations =====
  * OpenBudgets.eu 
    * openbudgets.eu
    * 2016 - 2017
  * LinkedTV - Television linked to the Web
    * http://www.linkedtv.eu/
    * 2011 - 2015
  * ROBUST - Risk and Opportunity management of huge-scale BUSiness communiTy cooperation
    * http://www.robust-project.eu/
    * 2011

===== Committees =====
  * ITAT W3-ChaT
  * The International Conference on Advances in Semantic Processing - SEMAPRO 2011-2018
  * RuleML 2015
  * Recsys Rules Challenge
  *  ...
===== Certificates =====
  * MongoDB for DBAs
  * Networked Life - Coursera: {{:research:kuchar-networked-life.pdf|pdf}}
  * Social Network Analysis - Coursera: {{:research:kuchar-social-network-analysis.pdf|pdf}}
===== Other Activities =====
  * [[https://gephi.org/about/people/|Gephi Plugin Developer]]
    * [[https://gephi.org/plugins/multimode-networks-transformations/|Multimode Networks Transformations]]
    * [[https://gephi.org/plugins/social-network-analysis/|Social Network Analysis]]
    * [[https://gephi.org/plugins/layered-layout/|Layered Layout]]