How solution snippets are presented in answers posted on Stack Overflow and how they could be potentially reused.
<p>Software engineering Q&A websites (e.g., Stack Overflow), harness the collective expertise of users to address technical queries. Over time, these platforms evolve into valuable repositories of software engineering knowledge. Such repositories serve as essential resources for developers looking for <abbr title="Sentiment effect: 1"><abbr title="Sentiment effect: 1"><abbr title="Sentiment effect: 1">solutions</abbr></abbr></abbr> to common programming <abbr title="Sentiment effect: -2">problems</abbr>. In Stack Overflow, developers may approach answering questions in various ways. <abbr title="Sentiment effect: 2">Gaining</abbr> insight into how developers formulate their answers on Stack Overflow can enhance knowledge sharing and streamline the process of finding <abbr title="Sentiment effect: 1"><abbr title="Sentiment effect: 1"><abbr title="Sentiment effect: 1">solutions</abbr></abbr></abbr>. Furthermore, such insights could also inform improvements in Generative Artificial Intelligence (GenAI) tools to <abbr title="Sentiment effect: 2">better</abbr> align generated source code for comprehension and understandability, as AI-generated answers are known to include irrelevant information and hallucinations. In this study, we seek to deepen the understanding of how <abbr title="Sentiment effect: 1"><abbr title="Sentiment effect: 1"><abbr title="Sentiment effect: 1">solutions</abbr></abbr></abbr> are presented on Stack Overflow. We conducted an empirical study that investigates programming questions that are answered with a <abbr title="Sentiment effect: 1"><abbr title="Sentiment effect: 1"><abbr title="Sentiment effect: 1"><abbr title="Sentiment effect: 1"><abbr title="Sentiment effect: 1">Solution</abbr></abbr></abbr></abbr></abbr> Snippet to understand how a <abbr title="Sentiment effect: 1"><abbr title="Sentiment effect: 1"><abbr title="Sentiment effect: 1"><abbr title="Sentiment effect: 1"><abbr title="Sentiment effect: 1">Solution</abbr></abbr></abbr></abbr></abbr> Snippet is presented, and the ways how it should be adapted when it is reused. Our study resulted in two categorizations: 1) eight categories of how <abbr title="Sentiment effect: 1"><abbr title="Sentiment effect: 1"><abbr title="Sentiment effect: 1"><abbr title="Sentiment effect: 1"><abbr title="Sentiment effect: 1">Solution</abbr></abbr></abbr></abbr></abbr> Snippets are presented on Stack Overflow answers and 2) five categories of how <abbr title="Sentiment effect: 1"><abbr title="Sentiment effect: 1"><abbr title="Sentiment effect: 1"><abbr title="Sentiment effect: 1"><abbr title="Sentiment effect: 1">Solution</abbr></abbr></abbr></abbr></abbr> Snippets could be adapted for reuse. Then, we analyzed these categorizations and discussed the implications. We anticipate that Stack Overflow will remain a valuable resource for the foreseeable future, and the insights revealed in our paper lay the groundwork for <abbr title="Sentiment effect: 2">improving</abbr> program comprehension of <abbr title="Sentiment effect: 1"><abbr title="Sentiment effect: 1"><abbr title="Sentiment effect: 1"><abbr title="Sentiment effect: 1"><abbr title="Sentiment effect: 1">Solution</abbr></abbr></abbr></abbr></abbr> Snippets on Stack Overflow and GenAI tools.</p>
opencc-by-4.0Oct 2024View details →
