Abstract:Recently, the Urnings algorithm (Bolsinova et al., 2022, J. R. Stat. Soc. Ser. C Appl. Statistics, 71, 91) has been proposed that allows for tracking the development of abilities of the learners and the difficulties of the items in adaptive learning systems. It is a simple and scalable algorithm which is suited for large‐scale applications in which large streams of data are coming into the system and on‐the‐fly updating is needed. Compared to alternatives like the Elo rating system and its extensions, the Urn… Show more
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