Research Interests
Information Systems and Knowledge Management - application to E-learning, Technology Enhanced Learning. Educational Data Mining, Learning Analytics.
Current Projects
- Digital Study Programmes: Analysis of Success and Dropout Factors - Digitale Studiengänge: Analyse von Erfolgs- und Abbruchfaktoren (DiSEA)
- Student Advice.
- Associated Partner in the German project mEDUator, a national prototype platform for education.
Older Projects
- Smart Learning: SLHw and SLOW. Ended 31.12.2018
- EU Tempus-Project PROMIS (Master Informatics as a Second Competence)
- fMOOC - Fitness MOOC wearable learning for healthy aging. Ended 31.12.2015.
- Information Retrieval in Learning Management Systems. Ended 30.11.2013.
- "Monitoring of Learning Processes in personalised and not personalised Systems", project LeMo. 01.04.2011 - 31.12.2013.
In the Press
- Software will Abschlüsse von Schülern vorhersagen und verbessern, Rebecca Ciesielski, 07.01.2017, Tagesspiegel, Berlin, Germany.
Member of
- JEDM Journal of Educational Data Mining - Editor (14.02.2022 - 18.07.2024)
- Journal STICEF Sciences et Technologies de l´Information et de la Communication pour l´Éducation et la Formation - Membre du comité de rédaction
- Data Science Group of Berlin University of Applied Sciences
- International Educational Data Mining Society IEDMS
- Society for Learning Analytics Research Solar
- Association of Computing Machinery ACM
- Gesellschaft für Informatik GI
- Arbeitskreis Learning Analytics
Tutorials
Program Committees present and last years
- 15th International Learning Analytics and Knowledge Conference LAK 25, March 3-7, 2025, Dublin, Ireland.
- 2nd International Tutorial and Workshop on Responsible Knowledge Discovery in Education, Co-Organizer, Side event at the ECML-PKDD 2024 Conference, September 13th, Vilnius, Italy.
- EDM 2024 The 17th International Conference on Educational Data Mining, July 14 - 17, 2024, Atlanta, USA. Track JEDM@EDM24 co-Chair.
- AIED 2025 The 25th International Conference on Artificial Intelligence in Educational, July 8- 12, 2024, Recife, Brazil.
- 1st International Workshop on User-Centered Practices of Knowledge Discovery in Education, Side event at the UMAP 2024 Conference, July 1st, Cagliari, Italy.
- 14th International Learning Analytics and Knowledge Conference LAK 24, March 18-22, 2024, Kyoto, Japan.
- 1st International Tutorial and Workshop on Responsible Knowledge Discovery in Education, Side event at the ECML-PKDD 2023 Conference, September 18th, Turin, Italy.
- Workshop Learning Analytics co-located with DeLFI 2023, 11.09.2023. Aachen, Germany.
- DeLFI 2023 Die 20. e-Learning Fachtagung Informatik, 11.-13.09.2023, Aachen, Germany.
- AIED 2023 The 24th International Conference on Artificial Intelligence in Educational, July 3- 7, 2023, Kyoto, Japan.
- EDM 2023 The 16th International Conference on Educational Data Mining, July 11 - 14, 2023, Bengaloru, India. Track JEDM@EDM23 co-Chair.
- 13th International Learning Analytics and Knowledge Conference LAK 23, March 17-21, 2023, Airlington, USA.
- DeLFI 2022 Die 20. e-Learning Fachtagung Informatik, 12.-14.09.2022, Karlsruhe, Germany.
- AIED 2022 The 23rd International Conference on Artificial Intelligence in Educational, July 27- 31, 2022, Durham, UK and Virtual.
- EDM'22 The 15th International Conference on Educational Data Mining, July 24 - 27, 2022, Durham, UK. Diversity, Equity, and Inclusion Chair.
- 12th International Learning Analytics and Knowledge Conference LAK 22, March 21-25, 2022, Online Everywhere, USA
- Sixteenth European Conference on Technology Enhanced Learning, 20.- 24.09.2021, Bozen-Bolzano, Italy
- DeLFI 2021 Die 19. e-Learning Fachtagung Informatik, 13.-16.09.2021, Dortmund - Online, Germany.
- EDM'21 The 14th International Conference on Educational Data Mining, June 29 - July 2, 2021, Paris, France.
- 1st International Workshop on Learning Path Recommender Systems (LPRS) with ACM UMAP 2021, June 21, 2021, Cyberspace. Invited keynote.
- The seventh European MOOCS Stakeholders Summit (EMOOCS 2021), June 22-25, 2021, Potsdam, Germany, Co-Workshop Track Chair
- 2nd International Workshop on Addressing Dropout Rates in Higher Education (ADORE’21) with LAK'21, April 12-13, 2021, Online-Everywhere. Co-Organiser.
- 11th International Learning Analytics and Knowledge Conference LAK 21, April 12-16, 2021, Online Everywhere, USA
- Fifteenth European Conference on Technology Enhanced Learning, 14.- 18.09.2020, Heidelberg, Germany
- DeLFI 2020 Die 18. e-Learning Fachtagung Informatik, 14.-17.09.2020, Heidelberg, Germany.
- EDM'20 The 13th International Conference on Educational Data Mining, July 10- 13, 2020, Ifrane, Morocco.
- AIED 2020 The 21rst International Conference on Artificial Intelligence in Educational, July 7- 10, 2020, Ifrane, Morocco.
- 1st International Workshop on Addressing Dropout Rates in Higher Education (ADORE’20) with LAK'20, March 24, 2020, Frankfurt, Germany. Co-Organiser.
- 10th International Learning Analytics and Knowledge Conference LAK 20, March 23-27, 2020, Frankfurt, Germany
- 3rd Annual Learning & Student Analytics Conference (LSAC) 2019, 22-23.10.2019, Nancy, France, invited speaker.
- Fourteenth European Conference on Technology Enhanced Learning, 16.- 20.09.2019, Delft, The Netherlands
- DeLFI 2019 Die 17. e-Learning Fachtagung Informatik, 16.-19.09.2019, Berlin, Germany.
- EDM'19 The 12th International Conference on Educational Data Mining, Program Chair, July 2- 5, 2019, Montreal, Canada.
- Israeli Workshop on Learning Analytics, Invited Speaker, March 25-26, 2019, Weizmann Institute of Science, Israel
- 9th International Learning Analytics and Knowledge Conference LAK 19, March 4-8, 2019, Tempe, Arizona, USA
- 2nd International Conference on Innovations in Computer Science and Software Engineering ICONICS'18, Keynote, December 5-6, 2018, NED University, Karachi, Pakistan
- DeLFI 2018 Die 16. e-Learning Fachtagung Informatik, 10.-13.09.2018, Frankfurt, Germany. Keynote
- Workshop Learning Analytics DeLFI 2018 10.09.2015, Frankfurt, Germany
- Thirteenth European Conference on Technology Enhanced Learning, 03.- 06.09.2018, Leads, UK
- EDM'18 The 11th International Conference on Educational Data Mining, July 15- 18, 2018, Buffalo NY, USA.
- 8th International Learning Analytics and Knowledge Conference LAK 18, Program Chair, March 5-9, 2018, Sydney, Australia
- Twelfth European Conference on Technology Enhanced Learning, 12.- 15.09.2017, Tallin, Estonia
- DeLFI 2017 Die 15. e-Learning Fachtagung Informatik, 05.-08.09.2017, Leipzig, Germany
- The fourth International Workshop on Educational Recommender Systems EdRecSys 2017 at UMAP2017, July 9, 2017, Bratislava, Slovakia.
- EDM'17 The 10th International Conference on Educational Data Mining, June 25- 28, 2017, Wuhan, China.
- 24th International Science Conference on Computer Networks CN2017, June 20-23, 2017, Poland.
- Conférence Environnements Informatiques pour l'Apprentissage Humain EIAH 2017, Strasbourg, France, June 6-9 2017.
- 1st Learning Analytics Summer Institute LASI Berlin, HTW Berlin, Germany, 6.-7.04.2017, co-organizer.
- The 7th International Learning Analytics and Knowledge (LAK) Conference, Simon Fraser University, Vancouver, Canada, March 13-17, 2017.
- EC-TEL 2016 ELEVENTH EUROPEAN CONFERENCE ON TECHNOLOGY ENHANCED LEARNING, 14.- 16.09.2016, Lyon, France.
- DeLFI 2016 - Die 14. e-Learning Fachtagung Informatik, 11.- 44.09.2015, Potsdam, Germany.
- Workshop Learning Analytics DeLFI 2016 11.09.2015, Potsdam, Germany
- EDM'16 the 9th International Conference on Educational Data Mining, June 29- July 2, 2016, Raleigh, NC, USA.
- The 6th International Conference on Learning Analytics and Knowledge (LAK16), University of Edinburgh, Edinburgh, UK, April 25-29, 2016.
- EC-TEL 2015 TENTH EUROPEAN CONFERENCE ON TECHNOLOGY ENHANCED LEARNING, 15.- 18.09.2015, Toledo, Spain.
- DeLFI 2015 - Die 13. e-Learning Fachtagung Informatik, 1.- 04.09.2015, Munich, Germany.
- Workshop Learning Analytics DeLFI 2015 01.09.2015, Munich, Germany
- EDM'15 8th International Conference on Educational Data Mining, June 26-29, 2015 Madrid, Spain. Industry Track co-chair.
- Conférence Environnements Informatiques pour l'Apprentissage Humain EIAH’2015 , Agadir, Maroc, June 2-5 2015.
- Fifth International Conference on Learning Analytics and Knowledge (LAK15), Programm Chair, Marist College, Poughkeepsie, USA, March 16-20, 2015.
- EC-TEL 2014 NINTH EUROPEAN CONFERENCE ON TECHNOLOGY ENHANCED LEARNING, 16.- 19.09.2014, Graz, Austria.
- DeLFI 2014 - Die 12. e-Learning Fachtagung Informatik, 12.- 15.09.2014, Freiburg, Germany.
- EDM'14 7th International Conference on Educational Data Mining , July 4, 2014 - July 7, 2014 London, UK.
- Fourth International Conference on Learning Analytics and Knowledge (LAK14), Indianapolis, USA, March 24-28, 2014.
- DeLFI 2013 - Die 11. e-Learning Fachtagung Informatik, 08.- 11.09.2013, Bremen, Germany.
- EDM'13 6th International Conference on Educational Data Mining , July 6, 2013 - July 9, 2013 Memphis, TN, USA.
- Third International Conference on Learning Analytics and Knowledge (LAK13), Leuven, Belgium, April 7 , 2013 - April 12, 2013.
- DAILE13 Workshop on Data Analysis and Interpretation for Learning Environments, Alpine Rendez-vous 2013. January 28-30, Villard de Lans, France.
- DeLFI 2012 - Die 10. e-Learning Fachtagung Informatik , 24.- 26.09.2012, FernUniversität in Hagen, Germany.
- EDM'12 5th International Conference on Educational Data Mining , June 19, 2012 - June 21, 2012 Panorama Hotel, Chania, Greece.
- Second International Conference on Learning Analytics and Knowledge (LAK12), Westin Bayshore, Vancouver, Canada from 29th April to 2nd May 2012.
- Workshop Emerging Web Technologies, Facing the Future of Education, half day 16th april 2012, afternoon, Lyon, France.
Collaborations with
- AIDA team: Interdisciplinary approach for technology enhanced learning.
Check
- Journal of Educational Data Mining. Associate Editor
- Sciences et Technologies de l'Information et de la Communication pour l'Éducation et la Formation. Member of the Editorial Board
Former Interests:
- Formal Verification, Reactive Systems, Formal Methods, Temporal Logics, Synchronous Languages, Petri Nets.
- Collaboration with the modelisation and verification team of LIAFA, university of Paris 7.
- TURN program, the research network of TTTech.
