Work

LLM-aided Pair Programming for Algorithm Tracing

Year: 2024
Type: conference-paper
Abstract: The recent widespread popularity of generative AI models has inspired the development of large-language model (LLM) based tools for educational purposes. We explore the impact of LLM-based tools on pair programming for algorithm tracing with the aim of addressing challenges inherent to pair programming. We designed and developed a GPT-4 based tool, TraceCompanion, that acts as students’ pair programming partner for algorithm tracing. We describe insights gained from running a pilot study to investigate students’ interactions with the tool and their initial perceptions.
Language: English
Open Access status: green
OpenAlex ID: W4404098427
FWCI:
Cites: 3
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Related to: 10