Machine Learning Based Study Course Comparison

IADIS Conference on Intelligent Systems and Agents 2011 (ISA 2011) 2011
Ilze Birzniece, Pēteris Rudzājs

Student mobility and curriculum development have created the need to compare study programmes (curricula) and study courses in order to analyze their compatibility. This paper presents an approach for machine learning based study course comparison. It is based on relevant information extraction from course descriptions and interactive inductive learning system which uses extracted information to build the classifier for course compatibility analysis.

Keywords
Study course comparison, inductive learning, skill extraction

Birzniece, I., Rudzājs, P. Machine Learning Based Study Course Comparison. In: IADIS Conference on Intelligent Systems and Agents 2011 (ISA 2011): IADIS Conference on Intelligent Systems and Agents 2011 (ISA 2011), Italy, Rome, 24-26 July, 2011. IADIS Press: IADIS Press, 2011, pp.107-111. ISBN 9789728939410.

Publication language
English (en)