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Research Associate
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In KMi, I work on OU Analyse Project, which is focused on improving student retention at Open University using machine learning techniques.

Keys: OU Analyse Project, machine learning, CAT(Curriculum Analytics Tool)

Team: David Beran, , Jakub Kocvara, Juraj Skandera, Zdenek Zdrahal

News

04 Jul 2018


12 Mar 2018


29 Jun 2017


27 Mar 2017


05 Nov 2016

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Publications

Publications | Visit External Site for Details Publications | Visit External Site for Details Publications | doi

Hlosta, M. and Zendulka, Z. (2018) Are we meeting a deadline? classification goal achievement in time in the presence of imbalanced data, Knowledge Based Systems, Elsevier

Publications | Visit External Site for Details Publications | Visit External Site for Details Publications | doi

Huptych, M., Hlosta, M., Zdrahal, Z. and Kocvara, J. (2018) Investigating Influence of Demographic Factors on Study Recommenders, Poster at Artificial Intelligence in Education, Springer, Cham

Publications | Visit External Site for Details Publications | Visit External Site for Details Publications | doi

Kuzilek, J., Hlosta, M. and Zdrahal, Z. (2017) Open University Learning Analytics dataset, Scientific Data, 4, Nature Publishing Group

Publications | Visit External Site for Details Publications | Visit External Site for Details  

Herodotou, C., Gilmour, A., Boroowa, A., Rientes, B., Zdrahal, Z. and Hlosta, M. (2017) Predictive modelling for addressing students' attrition in Higher Education: The case of OU Analyse, CALRG Annual Conference 2017, The Open University

Publications | Visit External Site for Details Publications | Visit External Site for Details Publications | doi

Hlosta, M., Zdrahal, Z. and Zendulka, J. (2017) Ouroboros: Early identification of at-risk students without models based on legacy data, Learning Analytics & Knowledge (LAK 17), ACM

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30,395 - 44,559 (Grade AC1 / AC2 / AC3)
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The Open University
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