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Code-DKT: A Code-based Knowledge Tracing Model for Programming Tasks

Published in Zenodo (CERN European Organization for Nuclear Research) • Jul 18, 2022
Authors:
Yang Shi
,
Min Chi
,
Tiffany Barnes

Abstract

Knowledge tracing (KT) models are a popular approach for predicting students' future performance at practice problems using their prior attempts. Though many innovations have been made in KT, most models including the state-of-the-art Deep KT (DKT) mainly leverage each student's response either as c...

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