Authoring Worked Examples for Java Programming with Human-AI Collaboration

Mohammad Hassany, Peter Brusilovsky, Jiaze Ke, Kamil Akhuseyinoglu, Arun Balajiee Lekshmi Narayanan
12/4/2023
cs.HCcs.AI

No confident code implementation found for this paper. 1 possible match can be shown below.

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.

View on arXivView PDF

Code Implementations

No confident code match yet

We couldn't find an author-owned or strongly-evidenced community implementation for this paper. 1 weaker match is hidden by default — verify before relying on them.

No code implementations found yet.

Know of an implementation? Let us know in the comments below!

Similar Papers

Self-Explanation Tutor for Active Study of CS1 Worked Examples

87% match2026

The Behavior of Large Language Models When Prompted to Generate Code Explanations

84% match2023

GPTutor: a ChatGPT-powered programming tool for code explanation

84% match1 repo432023

Comparing Code Explanations Created by Students and Large Language Models

82% match2023

Interactions with Prompt Problems: A New Way to Teach Programming with Large Language Models

81% match2024

Evaluating Contextually Personalized Programming Exercises Created with Generative AI

80% match2024

Cite this paper

@article{hassany2023authoring,
  title  = {Authoring Worked Examples for Java Programming with Human-AI Collaboration},
  author = {Mohammad Hassany and Peter Brusilovsky and Jiaze Ke and Kamil Akhuseyinoglu and Arun Balajiee Lekshmi Narayanan},
  year   = {2023},
  eprint = {2312.02105},
  archivePrefix = {arXiv},
  url    = {http://arxiv.org/abs/2312.02105v1}
}

Add a badge to your README

Shows whether official code is linked for this paper.

Code of Paper badge
[![Code of Paper](https://codeofpaper.com/badge/2312.02105.svg)](https://codeofpaper.com/paper/2312.02105)

Discussion