Assessment of skills and adaptive learning for parametric exercises combining knowledge spaces and item response theory Articles uri icon

publication date

  • July 2018

start page

  • 110

end page

  • 124

volume

  • 68

International Standard Serial Number (ISSN)

  • 1568-4946

Electronic International Standard Serial Number (EISSN)

  • 1872-9681

abstract

  • Many computer systems implement different methods for the estimation of students' skills and adapt the generated exercises depending on such skills. Knowledge Spaces (KS) is a method for curriculum sequencing but fine-grained decisions for selecting next exercises among the candidates are not taken into account, which can be obtained with the application of techniques such as Item Response Theory (IRT).

keywords

  • item response theory; knowledge spaces; adaptive learning