intelligent tutoring systems

A Comparison of the Quality of Data-driven Programming Hint Generation Algorithms
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The Impact of Adding Textual Explanations to Next-step Hints in a Novice Programming Environment
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Hint Generation Under Uncertainty: The Effect of Hint Quality on Help-Seeking Behavior
A paper exploring the impact of hint quality on students willingness to seek and use hints during programming.
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iSnap: Towards Intelligent Tutoring in Novice Programming Environments
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