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Research Associate
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In KMi, I work as a Research Associate acting as a technical lead and a data scientist of OU Analyse Project (https://analyse.kmi.open.ac.uk). The project is focused on improving student retention at Open University using machine learning techniques. I am exploring how to best use OUAnalyse to teachers (Associate Lecturers) in order to better use data and analytics for improving student outcomes. Moreover, I am responsible fore design and the development of the Curriculum Analytics Tool (CAT) - the tool has been deployed in 2017 to help in the curriculum review. It is expected to facilitate data-informed decisions on the curriculum and finance planning in the future.

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

Team: Vaclav Bayer, David Beran, Miriam Fernandez, Jakub Kocvara, Milan Lysonek, Zdenek Zdrahal

News

04 Jul 2018


12 Mar 2018


29 Jun 2017


27 Mar 2017


05 Nov 2016

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Publications

Publications | Download PDF Publications | Visit External Site for Details  

Hlosta, M., Kocvara, J., Beran, D. and Zdrahal, Z. (2019) Visualisation of key splitting milestones to support interventions, VISLA 2019: Workshop on Visual Approaches to Learning Analytics, Tempe, AZ, USA

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

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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

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