DocumentCode :
3698667
Title :
An automation of the course design with use of learning objects with evaluation based on the Bloom taxonomy
Author :
Maria Karpova;Vadim Shmelev;Alexey Dukhanov
Author_Institution :
Department of High Performance Computing, ITMO University, St. Petersburg, Russian Federation
fYear :
2015
Firstpage :
138
Lastpage :
142
Abstract :
The paper presents an approach of forming course from learning objects (LOs) with use of Bloom taxonomy based metric and simplified ontology. In this article main points of metric of LOs are described: rate of compliance and rate of connections quality. Proposed metric is used in objective function in genetic algorithm that used to obtain course (set of LOs connected by competences) according to certain requirements (in this paper only sets of prerequisite and outcome competences).
Keywords :
"Ontologies","Taxonomy","Genetic algorithms","Sociology","Statistics","Measurement","Linear programming"
Publisher :
ieee
Conference_Titel :
Application of Information and Communication Technologies (AICT), 2015 9th International Conference on
Print_ISBN :
978-1-4673-6855-1
Type :
conf
DOI :
10.1109/ICAICT.2015.7338533
Filename :
7338533
Link To Document :
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