一只跳舞的熊、一位同事,还是一个锋利的工具箱?数字人文研究中生成式人工智能技术的谨慎采用

A dancing bear, a colleague, or a sharpened toolbox? The cautious adoption of generative artificial intelligence technologies in digital humanities research

Journal of the Association for Information Science and Technology (JASIST) · 2026
被引 0 · 同刊同年前 9%
ABS 3

中文导读

基于对76名数字人文学者的国际调查和15次深度访谈,研究了他们如何谨慎采用和批判性评估生成式人工智能工具,揭示了关于效率提升与学术身份冲击的多元看法。

Abstract

Abstract The emergence of generative artificial intelligence (GenAI) is reshaping the research landscape and carries significant implications for Digital Humanities (DH), a field long intertwined with computational methods and technologies. This study examines how DH scholars are adopting and critically evaluating GenAI in their research. Drawing on an international survey of 76 respondents and 15 in‐depth interviews, we investigate scholars' motivations for using GenAI tools, the specific practices through which they integrate these tools into their research, and their perceptions of the benefits, risks, and challenges associated with GenAI. Our findings reveal divergent opinions and imaginaries within the DH community: while many scholars view GenAI as a means to enhance efficiency and support reskilling, others express concern about its impact on scholarly identity, intellectual labor, and disciplinary values. Situated within the history of DH and analyzed through the lens of actor‐network theory, the results suggest that GenAI is being incrementally enrolled into DH research networks, reshaping relationships among human and nonhuman actors in ways that remain contested and actively negotiated. As one of the first empirical studies on this topic, this work provides an initial foundation for understanding GenAI's evolving role in DH scholarship and points toward avenues for future research.

数字人文生成式人工智能学术实践技术采纳