Research
I am a senior postdoctoral researcher at Humbold-University of Berlin in Prof. Niels Pinkwart research group. At present, I am focusing on the research on collaborative learning with a particular focus on group interaction in online environments during the work on the assigned task. I am focusing on methods, which uncovers the behaviour leading to: 1) Successful finish of the task; 2) Identification of at-risk collaborative groups; 3) Automatic forming the collaborative groups. In addition to that, I am also working on general ML methods for mining the information from student enrollments, forum participation and interactions with Virtual Learning Environments such as Moodle. Currently, I am advising 1 PhD researcher at FernUni Hagen and supervising one research assistant and two master students who work on the research tasks related to my main research interests.
Projects
Year | Project | Funding source | Role |
---|---|---|---|
2011 | Multimedia support for ECG signal processing education | University Development Foundation (CTU) | Principal Investigator |
2012 | Multimedia support for accessible web education | University Development Foundation (CTU) | Principal Investigator |
2010 - 2012 | New approaches in acquisition, evaluation and use of biological data | University Development Foundation | Team member |
2013 - 2016 | New approaches in acquisition, evaluation and use of biological data II. | University Development Foundation | Team member |
2013 - 2017 | OU Analyse | Internally funded by Open University | Senior team member |
2018 | ImmaturCare: Application supporting care for ex-preterm children | Funded by city of Prague | Team member |
2018 - 2020 | Predictive modeling of student performance using learning resources | Czech Science Foundation | Principal Investigator |
2019 | Predictive modeling in Learning Analytics | University Development Foundation (CTU) | Mentor |
2020 - 2022 | Learning Analytics for Diversity Inspired Adaptive Learning | D2L2 research cluster | Senior team member |