Evaluation Methods for Intelligent Tutoring Systems Revisited

Author: Greer, J.; Mark, M.

Description: The 1993 paper in IJAIED on evaluation methods for Intelligent Tutoring Systems (ITS) still holds up well today. Basic evaluation techniques described in that paper remain in use. Approaches such as kappa scores, simulated learners and learning curves are refinements on past evaluation techniques. New approaches have also arisen, in part because of increases in the speed, storage capacity and connectivity of computers over the past 20 years. This has made possible techniques in crowd sourcing, propensity-score matching, educational data mining and learning analytics. This short paper outlines some of these approaches.

Subject headings: Evaluation methods Intelligent tutoring systems Adaptive learning environments

Publication year: 2016

Journal or book title: International Journal of Artificial Intelligence in Education

Volume: 26

Issue: 1

Pages: 387-392

Find the full text : https://link.springer.com/content/pdf/10.1007/s40593-015-0043-2.pdf

Find more like this one (cited by): https://scholar.google.com/scholar?cites=3135239024949663035&as_sdt=1000005&sciodt=0,16&hl=en

Type: Journal Article

Serial number: 1454