XDesign:将界面设计融入可解释的AI教育

Proceedings of the 53rd ACM Technical Symposium on Computer Science Education V. 2 Pub Date : 2022-03-03 DOI:10.1145/3478432.3499052

Hyungyu Shin, Nabila Sindi, Yoonjoo Lee, Jaeryoung Ka, Jean Y. Song, Juho Kim

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引用次数: 0

摘要

我们介绍了XDesign，这是一个基于网络的互动平台，指导学习者通过多阶段的设计过程来创建以用户为中心的人工智能模型解释。课程部署的结果表明，学生能够在与解释交互时识别具体的用户需求，突出用户任务以支持需求，并设计辅助任务的用户界面。

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XDesign: Integrating Interface Design into Explainable AI Education

We introduce XDesign, a web-based interactive platform that guides learners through a multi-stage design process for creating user-centered explanations of AI models. Results from a course deployment show that students were able to identify concrete user needs in interacting with explanations, highlight user tasks to support the needs, and design a user interface that aids the tasks.

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Proceedings of the 53rd ACM Technical Symposium on Computer Science Education V. 2

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