Zobrazeno 1 - 10
of 32
pro vyhledávání: '"Kenneth Holstein"'
Publikováno v:
Proceedings of the ACM on Human-Computer Interaction. 7:1-37
Artificial intelligence (AI) is increasingly being deployed in high-stakes domains, such as disaster relief and radiology, to aid practitioners during the decision-making process. Explainable AI techniques have been developed and deployed to provide
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::09df48d6ef6a4b6039235e734267464c
https://doi.org/10.1145/3579481
https://doi.org/10.1145/3579481
Publikováno v:
Proceedings of the ACM on Human-Computer Interaction. 7:1-20
In many real world contexts, successful human-AI collaboration requires humans to productively integrate complementary sources of information into AI-informed decisions. However, in practice human decision-makers often lack understanding of what info
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7d6f2bb5122f9d5b0ba988e94fa7fe17
https://doi.org/10.1145/3579628
https://doi.org/10.1145/3579628
Publikováno v:
Proceedings of the ACM on Human-Computer Interaction. 6:1-22
Amidst recent enthusiasm for data-driven technologies in workforce development, prior HCI research has explored job seekers' perspectives to inform the design of new technologies that could support their job search. However, in practice, the process
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::59baada7deb319290af39801d4b0d0eb
https://doi.org/10.1145/3555135
https://doi.org/10.1145/3555135
Publikováno v:
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems.
AI-based design tools are proliferating in professional software to assist engineering and industrial designers in complex manufacturing and design tasks. These tools take on more agentic roles than traditional computer-aided design tools and are oft
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::da64b2f678d9d7730b43265901c962e6
https://doi.org/10.1145/3544548.3580999
https://doi.org/10.1145/3544548.3580999
Autor:
Kexin Bella Yang, Vanessa Echeverria, Zijing Lu, Hongyu Mao, Kenneth Holstein, Nikol Rummel, Vincent Aleven
Publikováno v:
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::09451ba48cc5d7141296d841b074883a
https://doi.org/10.1145/3544548.3581398
https://doi.org/10.1145/3544548.3581398
Publikováno v:
Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c9fc13f194a0f7633cf058976933baf6
https://doi.org/10.1145/3544549.3573808
https://doi.org/10.1145/3544549.3573808
Autor:
Ángel Alexander Cabrera, Erica Fu, Donald Bertucci, Kenneth Holstein, Ameet Talwalkar, Jason I. Hong, Adam Perer
Machine learning models with high accuracy on test data can still produce systematic failures, such as harmful biases and safety issues, when deployed in the real world. To detect and mitigate such failures, practitioners run behavioral evaluation of
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::476c61f5b44634d365ff4245adeff4db
Publikováno v:
Proceedings of the ACM on Human-Computer Interaction. 5:1-29
A growing body of literature has proposed formal approaches to audit algorithmic systems for biased and harmful behaviors. While formal auditing approaches have been greatly impactful, they often suffer major blindspots, with critical issues surfacin
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::261a9ddfc3a4dcbc4eaada54a87b2bf8
https://doi.org/10.1145/3479577
https://doi.org/10.1145/3479577
Autor:
Logan Stapleton, Devansh Saxena, Anna Kawakami, Tonya Nguyen, Asbjørn Ammitzbøll Flügge, Motahhare Eslami, Naja Holten Møller, Min Kyung Lee, Shion Guha, Kenneth Holstein, Haiyi Zhu
Publikováno v:
Companion Computer Supported Cooperative Work and Social Computing.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::48c3a018493a2ec1dbbea8eb94e107b6
https://doi.org/10.1145/3500868.3560484
https://doi.org/10.1145/3500868.3560484
Autor:
Kenneth Holstein, Shayan Doroudi
Publikováno v:
The Ethics of Artificial Intelligence in Education ISBN: 9780429329067
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::639c76b05da5a7907ac10f0eeb40b258
https://doi.org/10.4324/9780429329067-9
https://doi.org/10.4324/9780429329067-9