ChatGPT for Education and Research: Opportunities, Threats, and Strategies

• Published in: Applied sciences Vol. 13; no. 9; p. 5783
• Main Authors: Rahman, Md. Mostafizer, Watanobe, Yutaka
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 01-05-2023
• Subjects: Artificial intelligence; Chatbots; ChatGPT; Computational linguistics; Computer programming; Education; educational technology; GPT-3; Language; Language processing; large language model; Large language models; Learning; Medical education; Medical research; Natural language; Natural language interfaces; programming education; Skills; Students; Success; Surveys; Teachers; Teaching; Technology
• ISSN: 2076-3417; 2076-3417
• DOI: 10.3390/app13095783

In recent years, the rise of advanced artificial intelligence technologies has had a profound impact on many fields, including education and research. One such technology is ChatGPT, a powerful large language model developed by OpenAI. This technology offers exciting opportunities for students and educators, including personalized feedback, increased accessibility, interactive conversations, lesson preparation, evaluation, and new ways to teach complex concepts. However, ChatGPT poses different threats to the traditional education and research system, including the possibility of cheating on online exams, human-like text generation, diminished critical thinking skills, and difficulties in evaluating information generated by ChatGPT. This study explores the potential opportunities and threats that ChatGPT poses to overall education from the perspective of students and educators. Furthermore, for programming learning, we explore how ChatGPT helps students improve their programming skills. To demonstrate this, we conducted different coding-related experiments with ChatGPT, including code generation from problem descriptions, pseudocode generation of algorithms from texts, and code correction. The generated codes are validated with an online judge system to evaluate their accuracy. In addition, we conducted several surveys with students and teachers to find out how ChatGPT supports programming learning and teaching. Finally, we present the survey results and analysis.