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人工智能设计研究的路径

Pathways for Design Research on Artificial Intelligence

Information Systems Research · 2024
被引 86 · 同刊同年前 1%
人大 AFT50UTD24ABS 4*

中文导读

这篇社论指出了在信息系统领域发表人工智能设计研究时面临的六大障碍,并以大语言模型为例说明,提出了克服障碍的可行路径,适合从事AI设计研究的学者参考。

Abstract

An expanding body of information systems research is adopting a design perspective on artificial intelligence (AI), wherein researchers prescribe solutions to problems using AI approaches rather than describing or explaining AI-related phenomena being studied. In this editorial, we address some of the challenges faced in publishing design research related to AI and articulate viable pathways for publishing such work. More specifically, we highlight six major impediments, use the explosion in the state of the art for large language models to underscore these impediments, propose some pathways for overcoming the impediments, and use several example articles to illustrate how the pathways can be followed for different types of AI-related design artifacts. History: Senior Editor; Associate Editor. Funding: A. Abbasi was funded by the National Science Foundation (NSF) [Grants 2240347 and IIS-2039915] and a Kemper Faculty Award. J. Parsons was funded by the Natural Sciences and Engineering Council of Canada (NSERC) [Grant RGPIN-2020-04916].

信息系统人工智能设计研究知识管理