Mgr. Jaroslav Čechák
Advanced ('rigorózní') thesis
Exploring Biases in Educational Data
Exploring Biases in Educational Data
Abstract:
Inteligentní výukové systémy poskytují dostupnou, personalizovanou a efektivní výuku. Tyto systémy modelují studenta a na základě těchto modelů se mu pak přizpůsobí. Data, kterou jsou sbírána z těchto systémů, jsou adaptabilitou ovlivněna v tom smyslu, že jsou neúplná a zkreslená. I přesto jsou data dále zpracovávána a na základě jejich analýz se vyvozují závěry o učení studentů a také se podle nich …moreAbstract:
Intelligent tutoring systems are used to provide accessible, personalized, and effective learning. These systems employ student models that keep track of student skill and adapt accordingly. Data collected from these systems is affected by adaptation of the system, thus, often incomplete and biased. The data, however, is further analyzed, and conclusions about student learning and changes to the system …more
Language used: English
Date on which the thesis was submitted / produced: 26. 2. 2020
Identifier:
https://is.muni.cz/th/m3h4e/
Thesis defence
- Date of defence: 29. 5. 2020
- Reader: doc. RNDr. David Svoboda, Ph.D., doc. Ing. Jaroslav Zendulka, CSc.
Full text of thesis
Contents of on-line thesis archive
Published in Theses:- světu
Other ways of accessing the text
Institution archiving the thesis and making it accessible: Masarykova univerzita, Fakulta informatikyMasaryk University
Faculty of InformaticsAdvanced ('rigorózní řízení') programme / field:
Artificial intelligence and data processing / Artificial intelligence and data processing
Theses on a related topic
-
Modeling Problem Solving Times in Tutoring Systems
Petr Jarušek -
Modeling Techniques for Adaptive Practice Systems
Jiří Řihák -
Exploring Statistical Biases in Educational Data: A Simulation-Based Approach
Jaroslav Čechák -
Think Twice Before You Answer: Mitigating Biases of Question Answering Models
Lukáš Mikula -
Bede’s Biases and Favouritism in the Ecclesiastical History of the English People
Alena Zajícová -
Exploring Statistical Biases in Educational Data: A Simulation-Based Approach
Jaroslav Čechák -
Unite the Right Rally: A Case Study into Biases in American Mainstream Television Media
Peter Eliáš -
Judgmental Biases and Consumer Behaviour in Smartphone Selection
Valiantsin Hlekau