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The topics associated to the KMi publications listed in this page were automatically generated using the CSO Classifier, a solution developed by the SKM3 team in KMi. This technology has also been adopted by Springer Nature and is used routinely by them to generate automatically the metadata for all Computer Science conference proceedings they publish.

Showing all 23 Publications linked to Martin Hlosta

Martin Hlosta Member status icon

Research Fellow
Martin Hlosta Photograph

In KMi, I work as a Research Fellow 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) -...

Keys: OU Analyse Project, Machine Learning, CAT (Curriculum Analytics Tool)


Publications | Visit External Site for Details  

Hlosta, M., Papathoma, T. and Herodotou, C. (2020) Explaining Errors in Predictions of At-Risk Students in Distance Learning Education, International Conference on Artificial Intelligence in Education, online

Topics: computer aided instruction

Publications related to: computer aided instruction

Hlosta, M.

distance education

Publications related to: distance education

Hlosta, M.

distance learning

Publications related to: distance learning

Hlosta, M.

e-learning

Publications related to: e-learning

Hlosta, M.

education

Publications related to: education

Hlosta, M.

learning

Publications related to: learning

Hlosta, M.

online learning

Publications related to: online learning

Hlosta, M.

online systems

Publications related to: online systems

Hlosta, M.

virtual classroom

Publications related to: virtual classroom

Hlosta, M.



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

Herodotou, C., Boroowa, A., Hlosta, M. and Rienties, B. (2020) What do distance learning students seek from student analytics?, International Conference on Learning Sciences, Nashville, TN, USA

Topics: big data

Publications related to: big data

Herodotou, C.

curricula

Publications related to: curricula

Herodotou, C.

data analytics

Publications related to: data analytics

Herodotou, C.

data mining

Publications related to: data mining

Herodotou, C.

education

Publications related to: education

Herodotou, C.

information management

Publications related to: information management

Herodotou, C.

learning

Publications related to: learning

Herodotou, C.

online learning

Publications related to: online learning

Herodotou, C.

online systems

Publications related to: online systems

Herodotou, C.

recommendation

Publications related to: recommendation

Herodotou, C.

recommender systems

Publications related to: recommender systems

Herodotou, C.

student learning

Publications related to: student learning

Herodotou, C.



Publications | Visit External Site for Details  

Hlosta, M., Bayer, V. and Zdrahal, Z. (2020) Mini Survival Kit: Prediction based recommender to help students escape their critical situation in online courses, Proceedings of the 10th International Conference on Learning Analytics and Knowledge (LAK20), Frankfurt am Main, Germany

Topics: collaborative filtering

Publications related to: collaborative filtering

Hlosta, M.

curricula

Publications related to: curricula

Hlosta, M.

distance education

Publications related to: distance education

Hlosta, M.

education

Publications related to: education

Hlosta, M.

information retrieval

Publications related to: information retrieval

Hlosta, M.

learning

Publications related to: learning

Hlosta, M.

online course

Publications related to: online course

Hlosta, M.

recommendation

Publications related to: recommendation

Hlosta, M.

recommender systems

Publications related to: recommender systems

Hlosta, M.



Publications | Visit External Site for Details  

Hlosta, M., Zdrahal, Z., Bayer, V. and Herodotou, C. (2020) Why Predictions of At-Risk Students Are Not 100% Accurate? Showing Patterns in False Positive and False Negative Predictions, Proceedings of the 10th International Conference on Learning Analytics and Knowledge (LAK20), Frankfurt am Main, Germany

Topics: artificial intelligence

Publications related to: artificial intelligence

Hlosta, M.

association rules

Publications related to: association rules

Hlosta, M.

computer science

Publications related to: computer science

Hlosta, M.

data mining

Publications related to: data mining

Hlosta, M.

database systems

Publications related to: database systems

Hlosta, M.

education

Publications related to: education

Hlosta, M.

knowledge acquisition

Publications related to: knowledge acquisition

Hlosta, M.

knowledge discovery

Publications related to: knowledge discovery

Hlosta, M.

learning

Publications related to: learning

Hlosta, M.

machine learning

Publications related to: machine learning

Hlosta, M.



Publications | Visit External Site for Details  

Herodotou, C., Rienties, B., Hlosta, M., Boroowa, A., Mangafa, C. and Zdrahal, Z. (2020) The scalable implementation of predictive learning analytics at a distance learning university: Insights from a longitudinal case study The scalable implementation of predictive learning analytics at a distance learning university: Insights from a longitudinal case study, pp. (In Press)

Topics: curricula

Publications related to: curricula

Herodotou, C.

distance education

Publications related to: distance education

Herodotou, C.

education

Publications related to: education

Herodotou, C.

faculty

Publications related to: faculty

Herodotou, C.

learning

Publications related to: learning

Herodotou, C.

online course

Publications related to: online course

Herodotou, C.

online learning

Publications related to: online learning

Herodotou, C.

online systems

Publications related to: online systems

Herodotou, C.

university

Publications related to: university

Herodotou, C.



Publications | Visit External Site for Details  

Celik, D., Mikroyannidis, A., Hlosta, M., Third, A. and Domingue, J. (2019) ADA: A System for Automating the Learning Data Analytics Processing Life Cycle, EC-TEL 2019 14th European Conference on Technology Enhanced Learning, Delft, Netherlands

Topics: big data

Publications related to: big data

Celik, D.

cycle

Publications related to: cycle

Celik, D.

data analytics

Publications related to: data analytics

Celik, D.

data mining

Publications related to: data mining

Celik, D.

digital storage

Publications related to: digital storage

Celik, D.

education

Publications related to: education

Celik, D.

information management

Publications related to: information management

Celik, D.

learning

Publications related to: learning

Celik, D.

planar graph

Publications related to: planar graph

Celik, D.

software architecture

Publications related to: software architecture

Celik, D.

software development

Publications related to: software development

Celik, D.

software project

Publications related to: software project

Celik, D.



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

Topics: big data

Publications related to: big data

Hlosta, M.

data analytics

Publications related to: data analytics

Hlosta, M.

data mining

Publications related to: data mining

Hlosta, M.

education

Publications related to: education

Hlosta, M.

human computer interaction

Publications related to: human computer interaction

Hlosta, M.

information management

Publications related to: information management

Hlosta, M.

learning

Publications related to: learning

Hlosta, M.

mobile learning

Publications related to: mobile learning

Hlosta, M.

online learning

Publications related to: online learning

Hlosta, M.

online systems

Publications related to: online systems

Hlosta, M.

ubiquitous computing

Publications related to: ubiquitous computing

Hlosta, M.

ubiquitous learning

Publications related to: ubiquitous learning

Hlosta, M.

visualization

Publications related to: visualization

Hlosta, M.



Publications | Visit External Site for Details Publications | doi 

Herodotou, C., Rienties, B., Boroowa, A., Zdrahal, Z. and Hlosta, M. (2019) A large-scale implementation of Predictive Learning Analytics in Higher Education: the teachers' role and perspective A large-scale implementation of Predictive Learning Analytics in Higher Education: the teachers' role and perspective

Topics: e-learning

Publications related to: e-learning

Herodotou, C.

education

Publications related to: education

Herodotou, C.

education technology

Publications related to: education technology

Herodotou, C.

educational technology

Publications related to: educational technology

Herodotou, C.

higher education institutions

Publications related to: higher education institutions

Herodotou, C.

information systems

Publications related to: information systems

Herodotou, C.

learning

Publications related to: learning

Herodotou, C.



Publications | Visit External Site for Details Publications | doi 

Herodotou, C., Hlosta, M., Boroowa, A., Rienties, B., Zdrahal, Z. and Mangafa, C. (2019) Empowering online teachers through predictive learning analytics Empowering online teachers through predictive learning analytics, pp. (Early Access)

Topics: big data

Publications related to: big data

Herodotou, C.

business intelligence

Publications related to: business intelligence

Herodotou, C.

competitive intelligence

Publications related to: competitive intelligence

Herodotou, C.

data analytics

Publications related to: data analytics

Herodotou, C.

data mining

Publications related to: data mining

Herodotou, C.

data warehouses

Publications related to: data warehouses

Herodotou, C.

digital storage

Publications related to: digital storage

Herodotou, C.

education

Publications related to: education

Herodotou, C.

information management

Publications related to: information management

Herodotou, C.

information systems

Publications related to: information systems

Herodotou, C.

learning

Publications related to: learning

Herodotou, C.

online learning

Publications related to: online learning

Herodotou, C.

online systems

Publications related to: online systems

Herodotou, C.



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

Topics: classification methods

Publications related to: classification methods

Hlosta, M.

classification models

Publications related to: classification models

Hlosta, M.

curricula

Publications related to: curricula

Hlosta, M.

data privacy

Publications related to: data privacy

Hlosta, M.

education

Publications related to: education

Hlosta, M.

information loss

Publications related to: information loss

Hlosta, M.

learning

Publications related to: learning

Hlosta, M.



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

Topics: collaborative filtering

Publications related to: collaborative filtering

Huptych, M.

e-learning

Publications related to: e-learning

Huptych, M.

education

Publications related to: education

Huptych, M.

information retrieval

Publications related to: information retrieval

Huptych, M.

learning environments

Publications related to: learning environments

Huptych, M.

recommendation

Publications related to: recommendation

Huptych, M.

recommendation systems

Publications related to: recommendation systems

Huptych, M.

recommender systems

Publications related to: recommender systems

Huptych, M.



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

Topics: computer aided instruction

Publications related to: computer aided instruction

Kuzilek, J.

e-learning

Publications related to: e-learning

Kuzilek, J.

education

Publications related to: education

Kuzilek, J.

learning

Publications related to: learning

Kuzilek, J.

learning environments

Publications related to: learning environments

Kuzilek, J.

university

Publications related to: university

Kuzilek, J.

virtual learning

Publications related to: virtual learning

Kuzilek, J.

virtual learning environments

Publications related to: virtual learning environments

Kuzilek, J.

virtual reality

Publications related to: virtual reality

Kuzilek, J.



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

Topics: artificial intelligence

Publications related to: artificial intelligence

Hlosta, M.

classification methods

Publications related to: classification methods

Hlosta, M.

classification models

Publications related to: classification models

Hlosta, M.

computer systems

Publications related to: computer systems

Hlosta, M.

data integration

Publications related to: data integration

Hlosta, M.

education

Publications related to: education

Hlosta, M.

integrated data

Publications related to: integrated data

Hlosta, M.

learning

Publications related to: learning

Hlosta, M.

machine learning

Publications related to: machine learning

Hlosta, M.



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

Herodotou, C., Rienties, B., Boroowa, A., Zdrahal, Z., Hlosta, M. and Naydenova, G. (2017) Implementing predictive learning analytics on a large scale: the teacher's perspective, Learning Analytics & Knowledge Conference (LAK'17), ACM

Topics: correlation analysis

Publications related to: correlation analysis

Herodotou, C.

curricula

Publications related to: curricula

Herodotou, C.

distance education

Publications related to: distance education

Herodotou, C.

distance learning

Publications related to: distance learning

Herodotou, C.

e-learning

Publications related to: e-learning

Herodotou, C.

education

Publications related to: education

Herodotou, C.

higher education institutions

Publications related to: higher education institutions

Herodotou, C.

information systems

Publications related to: information systems

Herodotou, C.

learning

Publications related to: learning

Herodotou, C.

mathematics

Publications related to: mathematics

Herodotou, C.

online learning

Publications related to: online learning

Herodotou, C.

online systems

Publications related to: online systems

Herodotou, C.

student learning

Publications related to: student learning

Herodotou, C.



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

Huptych, M., Bohuslavek, M., Hlosta, M. and Zdrahal, Z. (2017) Measures for recommendations based on past students' activity, Learning Analytics & Knowledge (LAK 17), ACM

Topics: computer aided instruction

Publications related to: computer aided instruction

Huptych, M.

e-learning

Publications related to: e-learning

Huptych, M.

education

Publications related to: education

Huptych, M.

learning

Publications related to: learning

Huptych, M.

learning environments

Publications related to: learning environments

Huptych, M.

mean square

Publications related to: mean square

Huptych, M.

mean square error

Publications related to: mean square error

Huptych, M.

recommendation

Publications related to: recommendation

Huptych, M.

recommender systems

Publications related to: recommender systems

Huptych, M.

signal to noise ratio

Publications related to: signal to noise ratio

Huptych, M.

stochastic processes

Publications related to: stochastic processes

Huptych, M.

sufficient conditions

Publications related to: sufficient conditions

Huptych, M.

virtual learning

Publications related to: virtual learning

Huptych, M.

virtual learning environments

Publications related to: virtual learning environments

Huptych, M.

virtual reality

Publications related to: virtual reality

Huptych, M.



 

Kuzilek, J., Hlosta, M. and Zdrahal, Z. (2016) Open University Learning Analytics Dataset, Workshop: Data Literacy for Learning Analytics at Learning Analytics and Knowledge (LAK 16)


Publications | Visit External Site for Details  

Zdrahal, Z., Hlosta, M. and Kuzilek, J. (2016) Analysing performance of first year engineering students, Workshop: Data Literacy for Learning Analytics at Learning Analytics and Knowledge (LAK 16)

Topics: e-learning

Publications related to: e-learning

Zdrahal, Z.

education

Publications related to: education

Zdrahal, Z.

education technology

Publications related to: education technology

Zdrahal, Z.

educational technology

Publications related to: educational technology

Zdrahal, Z.

engineering

Publications related to: engineering

Zdrahal, Z.

university

Publications related to: university

Zdrahal, Z.



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

Herrmannova, D., Hlosta, M., Kuzilek, J. and Zdrahal, Z. (2015) Evaluating Weekly Predictions of At-Risk Students at The Open University: Results and Issues, EDEN 2015, Barcelona, Spain

Topics: curricula

Publications related to: curricula

Herrmannova, D.

distance education

Publications related to: distance education

Herrmannova, D.

distance learning

Publications related to: distance learning

Herrmannova, D.

e-learning

Publications related to: e-learning

Herrmannova, D.

education

Publications related to: education

Herrmannova, D.

learning

Publications related to: learning

Herrmannova, D.

online course

Publications related to: online course

Herrmannova, D.

student learning

Publications related to: student learning

Herrmannova, D.

university

Publications related to: university

Herrmannova, D.



Publications | Download PDF Publications | Visit External Site for Details  

Kuzilek, J., Hlosta, M., Herrmannova, D., Vaclavek, J., Zdrahal, Z. and Wolff, A. (2015) OU Analyse: Analysing At-Risk Students at The Open University, Learning Analytics and Knowledge (LAK15), Learning Analytics Review, LAK15-1, LACE project

Topics: artificial intelligence

Publications related to: artificial intelligence

Kuzilek, J.

computer aided instruction

Publications related to: computer aided instruction

Kuzilek, J.

e-learning

Publications related to: e-learning

Kuzilek, J.

education

Publications related to: education

Kuzilek, J.

learning

Publications related to: learning

Kuzilek, J.

learning environments

Publications related to: learning environments

Kuzilek, J.

machine learning

Publications related to: machine learning

Kuzilek, J.

university

Publications related to: university

Kuzilek, J.

virtual learning

Publications related to: virtual learning

Kuzilek, J.

virtual learning environments

Publications related to: virtual learning environments

Kuzilek, J.

virtual reality

Publications related to: virtual reality

Kuzilek, J.



Publications | Download PDF Publications | Visit External Site for Details  

Wolff, A., Zdrahal, Z., Herrmannova, D., Kuzilek, J. and Hlosta, M. (2014) Developing predictive models for early detection of at-risk students on distance learning modules, Workshop: Machine Learning and Learning Analytics at Learning Analytics and Knowledge (LAK), Indianapolis

Topics: curricula

Publications related to: curricula

Wolff, A.

distance education

Publications related to: distance education

Wolff, A.

distance learning

Publications related to: distance learning

Wolff, A.

e-learning

Publications related to: e-learning

Wolff, A.

education

Publications related to: education

Wolff, A.

electronic document identification systems

Publications related to: electronic document identification systems

Wolff, A.

frames

Publications related to: frames

Wolff, A.

probability

Publications related to: probability

Wolff, A.

standard model

Publications related to: standard model

Wolff, A.

stochastic processes

Publications related to: stochastic processes

Wolff, A.

structural frames

Publications related to: structural frames

Wolff, A.

student learning

Publications related to: student learning

Wolff, A.

the standard model

Publications related to: the standard model

Wolff, A.

university

Publications related to: university

Wolff, A.



Publications | Download PDF Publications | Visit External Site for Details  

Hlosta, M., Herrmannova, D., Vachova, L., Kuzilek, J., Zdrahal, Z. and Wolff, A. (2014) Modelling student online behaviour in a virtual learning environment, Workshop: Machine Learning and Learning Analytics at Learning Analytics and Knowledge (LAK), Indianapolis

Topics: automation

Publications related to: automation

Hlosta, M.

computer aided instruction

Publications related to: computer aided instruction

Hlosta, M.

distance education

Publications related to: distance education

Hlosta, M.

e-learning

Publications related to: e-learning

Hlosta, M.

education

Publications related to: education

Hlosta, M.

engineering

Publications related to: engineering

Hlosta, M.

internet

Publications related to: internet

Hlosta, M.

learning

Publications related to: learning

Hlosta, M.

learning environments

Publications related to: learning environments

Hlosta, M.

markov chains

Publications related to: markov chains

Hlosta, M.

markov processes

Publications related to: markov processes

Hlosta, M.

online learning

Publications related to: online learning

Hlosta, M.

online systems

Publications related to: online systems

Hlosta, M.

university

Publications related to: university

Hlosta, M.

virtual classroom

Publications related to: virtual classroom

Hlosta, M.

virtual learning

Publications related to: virtual learning

Hlosta, M.

virtual learning environments

Publications related to: virtual learning environments

Hlosta, M.

virtual reality

Publications related to: virtual reality

Hlosta, M.



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

Hlosta, M., Zdrahal, Z. and Zendulka, J.Are we meeting a deadline? classification goal achievement in time in the presence of imbalanced data, Knowledge-Based Systems, 160, pp. 278-295, Elsevier

Topics: classification methods

Publications related to: classification methods

Hlosta, M.

classification models

Publications related to: classification models

Hlosta, M.

curricula

Publications related to: curricula

Hlosta, M.

data privacy

Publications related to: data privacy

Hlosta, M.

education

Publications related to: education

Hlosta, M.

information loss

Publications related to: information loss

Hlosta, M.

learning

Publications related to: learning

Hlosta, M.



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