Rexplore Graph

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 10 Publications linked to the ou analyse project

external website icon

OU Analyse

The OU Analyse project is piloting new machine learning based methods for early identification of students who are at risk of failing.

A list of such students is communicated weekly to the module and Student Support teams to help them consider appropriate support. The overall objective is to significantly improve the retention of OU students. This is ‘research-led’ as the project builds on previous experience from the Jisc funded Retain in 2010/2011 and the joint OU-Microsoft Research Cambridge project in 2012/2013.

The work is innovative in that it is applying machine learning techniques to two types of data:...


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  

Bart, R., , C., Coughlan, D., Cross, T., Edwards, S., Gaved, C., Herodotou, M., Hlosta, C., Jones, M., Rogaten, J., Ullmann, J. and , T. (2017) Scholarly insight Autumn 2017:a Data wrangler perspective, Scholarly insight Autumn 2017, IET, The Open University

Topics: big data

Publications related to: big data

Bart, R.

communication

Publications related to: communication

Bart, R.

course design

Publications related to: course design

Bart, R.

curricula

Publications related to: curricula

Bart, R.

data analytics

Publications related to: data analytics

Bart, R.

data integration

Publications related to: data integration

Bart, R.

data mining

Publications related to: data mining

Bart, R.

digital storage

Publications related to: digital storage

Bart, R.

e-learning

Publications related to: e-learning

Bart, R.

education

Publications related to: education

Bart, R.

faculty

Publications related to: faculty

Bart, R.

information management

Publications related to: information management

Bart, R.

information technology

Publications related to: information technology

Bart, R.

instructional designs

Publications related to: instructional designs

Bart, R.

integrated data

Publications related to: integrated data

Bart, R.

learning

Publications related to: learning

Bart, R.

learning designs

Publications related to: learning designs

Bart, R.

online learning

Publications related to: online learning

Bart, R.

online systems

Publications related to: online systems

Bart, R.

pedagogical issues

Publications related to: pedagogical issues

Bart, R.

pedagogy

Publications related to: pedagogy

Bart, R.

scholarly communication

Publications related to: scholarly communication

Bart, R.

scholarly data

Publications related to: scholarly data

Bart, R.

strategic planning

Publications related to: strategic planning

Bart, R.

student learning

Publications related to: student learning

Bart, R.

teaching and learning

Publications related to: teaching and learning

Bart, R.

teaching/learning strategies

Publications related to: teaching/learning strategies

Bart, R.

university

Publications related to: university

Bart, R.



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  

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.



View By

Other Publications

CONTACT US

Knowledge Media Institute
The Open University
Walton Hall
Milton Keynes
MK7 6AA
United Kingdom

Tel: +44 (0)1908 653800

Fax: +44 (0)1908 653169

Email: KMi Support

COMMENT

If you have any comments, suggestions or general feedback regarding our website, please email us at the address below.

Email: KMi Development Team