Measuring Similarity of Educational Items: An Overview

IEEE Transactions on Learning Technologies, pp. 354-366, 2019.

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Clustering algorithmsAtmospheric measurementsParticle measurementsNatural languagesPipelines

Abstract:

A measure of similarity of educational items has many applications in adaptive learning systems and can be useful also for teachers and content creators. We provide a thorough overview of approaches for measuring item similarity. We document the computation pipeline, explicitly highlighting many choices that have to be made in order to qu...More

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