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https://hdl.handle.net/20.500.14365/5001
Title: | Creating Design Resources to Scaffold the Ideation of AI Concepts | Authors: | Yıldırım, Nur Oh, Changhoon Sayar, Deniz Brand, Kayla Challa, Supritha Turri, Violet Walton, Nina Crosby |
Keywords: | User experience artificial intelligence human-centered AI ideation |
Publisher: | Assoc Computing Machinery | Abstract: | 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. | Description: | ACM Designing Interactive Systems Conference (DIS) on Rebuilding and Resilience -- JUL 10-14, 2023 -- Pittsburgh, PA | URI: | https://doi.org/10.1145/3563657.3596058 https://hdl.handle.net/20.500.14365/5001 |
ISBN: | 978-1-4503-9893-0 |
Appears in Collections: | WoS İndeksli Yayınlar Koleksiyonu / WoS Indexed Publications Collection |
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