1. Human-AI Co-Creation of Worked Examples for Programming Classes
- Author
-
Hassany, Mohammad, Brusilovsky, Peter, Ke, Jiaze, Akhuseyinoglu, Kamil, and Narayanan, Arun Balajiee Lekshmi
- Subjects
Computer Science - Human-Computer Interaction ,Computer Science - Artificial Intelligence - Abstract
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, Comment: arXiv admin note: substantial text overlap with arXiv:2312.02105
- Published
- 2024