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K.A. Kroeze MSc (Karel)

PhD Candidate

About Me

Hi!

My name is Karel Kroeze, and I'm a computational statistician with a broad range of interests. 

I'm currently working on creating 'smart' learning environments. These environments can provide contextualized and personalized feedback to students, and adapt themselves to the student's level.

In the past, I've worked on multidimensional computerized adaptive tests - and created an R package to simulate and administer such tests. My work will soon be used as the computational back-end for a large number of computerized tests in the Dutch mental health sector. 

In my spare time, I enjoy tinkering with technology. That includes my personal website, creating award-winning mods for games, and creating a smart home with my Raspberry Pi(s).

Expertise

Chronic Obstructive Pulmonary Disease
Quality Of Life
Health
Patient Reported Outcome Measures
5-(4-Hydroxy-3-Methoxyphenyl)-5-Phenylhydantoin
Health
Fatigue
Trend

Research

I'm currently working on creating 'smart' learning environments. These environments can provide contextualized and personalized feedback to students, and adapt themselves to the student's level.

This work involves a number of challenges;

  • reliably recognizing and classifying mistakes in students' learning artifacts (e.g. hypotheses, concept maps)
  • providing automated feedback that is specific and encourages students to reflect on their mistakes
  • extracting useful information (indicators) from a semi-structured event stream (logbook), and building a student model that accurately reflects the students' development
  • matching learning content that is likely to have the highest impact learning gains to individual students

UT Research Information System

Google Scholar Link

Contact Details

Visiting Address

University of Twente
Faculty of Behavioural, Management and Social Sciences
Cubicus (building no. 41), room B221
De Zul 10
7522NJ  Enschede
The Netherlands

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Mailing Address

University of Twente
Faculty of Behavioural, Management and Social Sciences
Cubicus  B221
P.O. Box 217
7500 AE Enschede
The Netherlands