对话
劳动力
社会化媒体
公共关系
生成语法
政治学
心理学
社会学
计算机科学
沟通
人工智能
法学
作者
Lingyao Li,Zihui Ma,Lizhou Fan,Sanggyu Lee,Huizi Yu,Libby Hemphill
出处
期刊:Cornell University - arXiv
日期:2023-01-01
被引量:12
标识
DOI:10.48550/arxiv.2305.02201
摘要
The rapid advancements in generative AI models present new opportunities in the education sector. However, it is imperative to acknowledge and address the potential risks and concerns that may arise with their use. We analyzed Twitter data to identify key concerns related to the use of ChatGPT in education. We employed BERT-based topic modeling to conduct a discourse analysis and social network analysis to identify influential users in the conversation. While Twitter users generally ex-pressed a positive attitude towards the use of ChatGPT, their concerns converged to five specific categories: academic integrity, impact on learning outcomes and skill development, limitation of capabilities, policy and social concerns, and workforce challenges. We also found that users from the tech, education, and media fields were often implicated in the conversation, while education and tech individual users led the discussion of concerns. Based on these findings, the study provides several implications for policymakers, tech companies and individuals, educators, and media agencies. In summary, our study underscores the importance of responsible and ethical use of AI in education and highlights the need for collaboration among stakeholders to regulate AI policy.
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