Human-AI Co-Creation of Worked Examples for Programming Classes
<|reference_start|>Human-AI Co-Creation of Worked Examples for Programming Classes: Worked examples (solutions to typical programming problems presented as a source code in a certain language and are used to explain the topics from a programming class) are among the most popular types of learning content in programming classes. Most approaches and tools for presenting these examples to students are based on line-by-line explanations of the example code. However, instructors rarely have time to provide line-by-line explanations for a large number of examples typically used in a programming class. In this paper, we explore and assess a human-AI collaboration approach to authoring worked examples for Java programming. We introduce an authoring system for creating Java worked examples that generates a starting version of code explanations and presents it to the instructor to edit if necessary.We also present a study that assesses the quality of explanations created with this approach<|reference_end|>
@article{hassany2024human-ai,
    title={Human-AI Co-Creation of Worked Examples for Programming Classes},
    author={Mohammad Hassany, Peter Brusilovsky, Jiaze Ke, Kamil Akhuseyinoglu and
  Arun Balajiee Lekshmi Narayanan},
    journal={arXiv preprint arXiv:2402.16235},
    year={2024},
    archivePrefix={arXiv},
    eprint={2402.16235},
    primaryClass={cs.HC cs.AI}
}