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The opportunities and challenges of ChatGPT in education

作弊 潜在Dirichlet分配 情绪分析 计算机科学 多学科方法 多样性(控制论) 人工智能 主题模型 数据科学 知识管理 社会学 心理学 社会科学 社会心理学
作者
Ibrahim Adeshola,Adeola Praise Adepoju
出处
期刊:Interactive Learning Environments [Informa]
卷期号:: 1-14 被引量:129
标识
DOI:10.1080/10494820.2023.2253858
摘要

ABSTRACTThe launch of OpenAI ChatGPT's language-generation model has raised alarms within many sectors, especially the academic sector. Several academicians have urged universities to develop new forms of assessment after the launch of ChatGPT, which solves academic questions in less than a few minutes. Academic cheating is not a new phenomenon, and the use of AI-generated text to cheat on assignments is a new type of cheating that poses unique challenges. This study used the Latent Dirichlet Allocation (LDA) method for topic modeling and the Valence Aware Dictionary for Sentiment Reasoning (VADER) method for sentiment analysis. After data preprocessing, 3870 tweets were still available out of the originally 10,000 tweets that were extracted for the study. The VADER sentiment analysis results revealed that 2013 tweets were categorized as “positive,” with the remaining 804 and 1053 tweets categorized as “negative” and “neutral.” The analysis's findings indicate that the majority of people have favorable things to say about ChatGPT. As a result, educational institutions can mitigate the disruptive effects of this technology and promote academic integrity by developing clear policies and guidelines and designing assessments that include limited AI-generated text.KEYWORDS: ChatGPTAIuniversitycheatingplagiarism Disclosure statementNo potential conflict of interest was reported by the author(s).Additional informationNotes on contributorsIbrahim AdesholaIbrahim Adeshola is an experienced multidisciplinary researcher who has had work published in prestigious journals. He has an in-depth knowledge of a variety of research fields, including management information systems, educational technology, marketing, cloud computing, organizational management, business and environmental sustainability, technological innovation, renewable energy, organizational culture, and business development.Adeola Praise AdepojuAdeola Praise Adepoju is currently a Ph.D. scholar in business administration at Cyprus International University. Her research interests include consumer behavior, business strategy, organizational behavior, and student wellbeing.
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