Creating Design Resources to Scaffold the Ideation of AI Concepts
Creating Design Resources to Scaffold the Ideation of AI Concepts
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DOI：
10.1145/3563657.3596058
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发表时间：
2023-07
期刊：
影响因子：
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通讯作者：
Nur Yildirim;C. Oh;Deniz Sayar;Kayla Brand;Supritha Challa;Violet Turri;Nina Crosby Walton;Anna Elise Wong;J. Forlizzi;James Mccann;J. Zimmerman
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作者：
Nur Yildirim;C. Oh;Deniz Sayar;Kayla Brand;Supritha Challa;Violet Turri;Nina Crosby Walton;Anna Elise Wong;J. Forlizzi;James Mccann;J. Zimmerman
人工智能的进步使他们能够前所未有的技术能力，但使这些进步在现实世界中有用，我们通过设计过程进行了挑战。基于40个AI特征，通常在各个域中使用。设计师确定了AI-Ables的体验。讨论研究和评估资源以系统地探索AI问题解决方案空间的研究含义。
Advances in artificial intelligence have enabled unprecedented technical capabilities, yet making these advances useful in the real world remains challenging. We engaged in a Research through Design process to improve the ideation of AI products and services. We developed a design resource capturing AI capabilities based on 40 AI features commonly used across various domains. To probe its usefulness, we created a set of slides illustrating AI capabilities and asked designers to ideate AI-enabled user experiences. We also incorporated capabilities into our own design process to brainstorm concepts with domain experts and data scientists. Our research revealed that designers should focus on innovations where moderate AI performance creates value. We reflect on our process and discuss research implications for creating and assessing resources to systematically explore AI’s problem-solution space.