🌙

人工智能与文献综述的实施

Artificial intelligence and the conduct of literature reviews

Journal of Information Technology · 2021
被引 276 · 同刊同年前 4%
ABS 4

中文导读

本文概述了人工智能如何加速文献综述的各个步骤,并提出了一个针对信息系统及相关社会科学领域的人工智能文献综述研究议程,旨在推动设计科学研究与建设性讨论。

Abstract

Artificial intelligence (AI) is beginning to transform traditional research practices in many areas. In this context, literature reviews stand out because they operate on large and rapidly growing volumes of documents, that is, partially structured (meta)data, and pervade almost every type of paper published in information systems research or related social science disciplines. To familiarize researchers with some of the recent trends in this area, we outline how AI can expedite individual steps of the literature review process. Considering that the use of AI in this context is in an early stage of development, we propose a comprehensive research agenda for AI-based literature reviews (AILRs) in our field. With this agenda, we would like to encourage design science research and a broader constructive discourse on shaping the future of AILRs in research.

信息科学管理科学社会科学人工智能文献综述