Cited By
View all- Mahadevappa PMuzammal STayyab M(2024)Introduction to Generative AI in Web EngineeringGenerative AI for Web Engineering Models10.4018/979-8-3693-3703-5.ch015(297-330)Online publication date: 27-Sep-2024
XDesign: Integrating Interface Design into Explainable AI Education
Authors: 
Hyungyu Shin, Nabila Sindi, Yoonjoo Lee, Jaeryoung Ka, Jean Y. Song, Juho KimAuthors Info & Claims
Hyungyu Shin, Nabila Sindi, Yoonjoo Lee, Jaeryoung Ka, Jean Y. Song, Juho KimAuthors Info & ClaimsPage 1097
Abstract
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.
References
[1]
Q Vera Liao, Milena Pribi?, Jaesik Han, Sarah Miller, and Daby Sow. 2021. Question- Driven Design Process for Explainable AI User Experiences. arXiv preprint arXiv:2104.03483 (2021).
[2]
Marco Tulio Ribeiro, Sameer Singh, and Carlos Guestrin. 2016. "Why Should I Trust You?": Explaining the Predictions of Any Classifier. arXiv:1602.04938 [cs.LG]
Index Terms
- XDesign: Integrating Interface Design into Explainable AI Education
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Published In
March 2022
254 pages
ISBN:9781450390712
DOI:10.1145/3478432
- General Chairs:
- Larry Merkle,
- Maureen Doyle,
- Program Chairs:
- Judithe Sheard,
- Leen-Kiat Soh,
- Brian Dorn
Copyright © 2022 Owner/Author.
Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.
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Published: 03 March 2022
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SIGCSE 2022
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SIGCSE 2022: The 53rd ACM Technical Symposium on Computer Science Education
March 3 - 5, 2022
RI, Providence, USA
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Cited By
View all- Mahadevappa PMuzammal STayyab M(2024)Introduction to Generative AI in Web EngineeringGenerative AI for Web Engineering Models10.4018/979-8-3693-3703-5.ch015(297-330)Online publication date: 27-Sep-2024
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