Current projects

Current Doctoral Dissertation Projects

  • Peter Dubec » Human behavior analysis on the Web (from Sept. 2017, supervisor: Mária Bieliková)
  • Peter Gašpar » Personalized Recommendation on the Web enhanced by Visual Features (from Sept. 2016, supervisor: Mária Bieliková, adviser: Michal Kompan)
  • Patrik Hlaváč » Human Behaviour in the Digital Space of the Web (from Sept. 2015, supervisor: Mária Bieliková, adviser: Jakub Šimko)
  • Martin Labaj » Utilizing User Feedback for Personalized Recommendation (from Sept. 2011, supervisor: Mária Bieliková)
  • Pavel Mariani » Human behavior analysis on the Web (from Sept. 2017, supervisor: Mária Bieliková)
  • Samuel Pecár » Text analysis (from Sept. 2017, supervisor: Mária Bieliková, adviser: Marián Šimko)
  • Matúš Pikuliak » Cross-Lingual Learning with Distributed Representations (from Sept. 2016, supervisor: Mária Bieliková, adviser: Marián Šimko)
  • Martin Svrček » Human behavior analysis on the Web (from Sept. 2016, supervisor: Mária Bieliková)

Doctoral Dissertations under review

  • Ondrej Kaššák » Modelling Changes in User Short-term Behaviour on the Website (from Sept. 2014, supervisor: Mária Bieliková, adviser: Michal Kompan)

Current Master Thesis Projects – Seniors

  • Veronika Balážová » Prediction of users’ personality traits during task solving in information system
  • Patrik Berger » Attrition rate prediction for the Web-based applications
  • Martin Černák » Personalized recommendation based on item visual characteristics
  • Matej Červenka » Analysis of eye movement patterns depending on task in the web environment
  • Ondrej Čičkán » Comment classification in community question answering
  • Mária Dragúňová » Identifying users’ characteristics by eye tracking analysis
  • Monika Filipčíková » Detection of inappropriate comments on web
  • Juraj Flamík » Recognition of similarities in user behavior in data stream
  • Veronika Gondová » Web services consumer behavior analysis for improving recommendation
  • Mário Hunka » Scalable personalized recommendation
  • Tomáš Juhaniak » Cognitive load evaluation as a part of user studies
  • Ondřej Kipila » Detecting user’s intent
  • Sandra Kostova » Detecting user’s curiosity
  • Rastislav Krchňavý » Aspect-Based Sentiment Analysis
  • Michal Kren » Improving Robustness Against Websites’ Changes During Web Data Extraction
  • Tomáš Matlovič » Providing feedback in the domain of programming
  • Martin Mokrý » Identification of the user expertise based on patterns in eyetracking data
  • Dániel Papp » Computing webpage saliency out of visual and DOM structure
  • Adam Rafajdus » Generative Adversarial Networks
  • Martina Redajová » Measuring of user’s fatigue in eye-tracking studies
  • Marek Roštár » Personalized recommendation considering visual influences
  • Matúš Salát » Personalized Creation of Newsletters in Community Question Answering
  • Matej Schwartz » User beavior on the Web: attrition rate
  • Filip Šandor » Personalized search by using eye tracking to better identifying the user query
  • Martin Šrank » Personalized Creation of Newsletters in Community Question Answering
  • Andrej Švec » Modelling the appropriateness of text posts
  • Filip Vozár » Sentiment analysis of opinion to a text object
  • Martin Mocko » Anomaly detection in transaction data
  • Lukáš Skala » Incremental anomaly detection in computer networks
  • Peter Zajac » Incremental anomaly detection

Current Final Bachelor Projects

  • Michaela Balážová » Customer behaviour prediction in an e-shop
  • Patrik Blanárik »  Prediction of Project Success on Crowdfunding Portals
  • Patrik Brandýs » Impact of usability problems on identifying key objects on the web
  • Marek Drahoš » Application of neural networks for data generation
  • Lam Tuan Dung » Customer behaviour prediction in an e-shop
  • Richard Galeštok » Personalized recommendation of interesting places
  • Samuel Gedera » Scanpath analysis
  • Ján Hanko » The relation of gaze fixations and user’s skill in the digital space
  • Martin Hradňanský » Electronic Book for Software Engineering in Questions and Answers
  • Kamil Janeček » Customer’s Satisfaction Prediction by means of Data from Customer Support
  • Tomáš Jendrejčák » Prediction of user return to website
  • Matúš Kalafut » Purchase prediction in e-shop
  • Adam Kňaze » Text Generation with Neural Networks
  • Michaela Kolesíková » Customer’s Satisfaction Prediction by means of Data from Customer Support
  • Matej Končál » Purchase prediction in e-shop
  • Ľubomír Koprla » Interpretability and explainability of machne learning models
  • Michal Krajčovič » Analyzing interactive problem solving
  • Júlia Krajčoviechová » Prediction of user return to website
  • Jakub Kubanyi »The relation of gaze fixations and user’s skill in the digital space
  • Dávid Majerčák » Innovative application for an international competition
  • Michal Maňak » Application of neural networks for data generation
  • Boris Naništa » Scanpath analysis
  • Peter Ocelík » Text Reconstruction for Slovak Language
  • Pejchalová Lenka » Personalized recommendation of interesting places
  • Andrej Ščasný » Electronic Book for Software Engineering in Questions and Answers
  • Daniela Sitárová » Innovative application for an international competition
  • Andrej Slaninka » Innovative application for an international competition
  • Matej Sojka » Presentation of the recommender system results
  • Michal Sojka » Analyzing interactive problem solving
  • Adam Talian » Analyzing source code reading
  • Matúš Tundér » Analyzing source code reading
  • Veronika Včelková » Impact of usability problems on identifying key objects on the web
  • Veronika Vejčíková » Text Generation with Neural Networks
  • Jakub Veselý » Analyzing source code writing
  • Ján Vnenčák » Scanpath visualization
  • Martin Žák » Innovative application for an international competition
  • Andrej Zaťko » Impact of images on the user behaviour on Web
  • Veronika Žatková » Customer’s Intent Prediction by means of Data from Customer Support