Zobrazeno 1 - 10
of 92
pro vyhledávání: '"Steven M. Drucker"'
Autor:
Ángel Alexander Cabrera, Marco Tulio Ribeiro, Bongshin Lee, Robert Deline, Adam Perer, Steven M. Drucker
Publikováno v:
ACM Transactions on Computer-Human Interaction. 30:1-27
Data scientists require rich mental models of how AI systems behave to effectively train, debug, and work with them. Despite the prevalence of AI analysis tools, there is no general theory describing how people make sense of what their models have le
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9a2516ebb994ff795a16ef829d4f70f8
https://doi.org/10.1145/3542921
https://doi.org/10.1145/3542921
Publikováno v:
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems.
AI-powered code assistants, such as Copilot, are quickly becoming a ubiquitous component of contemporary coding contexts. Among these environments, computational notebooks, such as Jupyter, are of particular interest as they provide rich interface af
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::fc835c90d203c1e1da1131d64a53674c
https://doi.org/10.1145/3544548.3580940
https://doi.org/10.1145/3544548.3580940
Publikováno v:
Proceedings of the ACM on Human-Computer Interaction. 5:1-24
Machine learning (ML) has become a crucial component in software products, either as part of the user experience or used internally by software teams. Prior studies have explored how ML is affecting development team roles beyond data scientists, incl
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f0bbae50ac0944b880d13e83a69cb94a
https://doi.org/10.1145/3463934
https://doi.org/10.1145/3463934
Publikováno v:
IEEE Transactions on Visualization and Computer Graphics
IEEE Transactions on Visualization and Computer Graphics, Institute of Electrical and Electronics Engineers, 2021, 27 (2), ⟨10.1109/TVCG.2020.3030435⟩
IEEE Transactions on Visualization and Computer Graphics, Institute of Electrical and Electronics Engineers, 2021, 27 (2), ⟨10.1109/TVCG.2020.3030435⟩
A fundamental part of data visualization is transforming data to map abstract information onto visual attributes. While this abstraction is a powerful basis for data visualization, the connection between the representation and the original underlying
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0e672cdf5bc785db5240b57115c4d8ea
https://doi.org/10.1109/tvcg.2020.3030435
https://doi.org/10.1109/tvcg.2020.3030435
Publikováno v:
2022 IEEE/ACM 44th International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::abd6157b74b54c44a8f4e191925e2a81
https://doi.org/10.1109/icse-seip55303.2022.9793945
https://doi.org/10.1109/icse-seip55303.2022.9793945
Publikováno v:
CHI Conference on Human Factors in Computing Systems.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::b4d5b859394e906fc1a6d0f6d5371e2a
https://doi.org/10.1145/3491102.3502123
https://doi.org/10.1145/3491102.3502123
Autor:
Steven M. Drucker, Johan Verwey, Patrice Y. Simard, Jina Suh, Soroush Ghorashi, Nan-Chen Chen, Gonzalo Ramos
Publikováno v:
ACM Transactions on Interactive Intelligent Systems. 10:1-38
When building a classifier in interactive machine learning (iML), human knowledge about the target class can be a powerful reference to make the classifier robust to unseen items. The main challenge lies in finding unlabeled items that can either hel
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::aad9619996e45152eb33933f38391cb4
https://doi.org/10.1145/3241379
https://doi.org/10.1145/3241379
Publikováno v:
IEEE Transactions on Visualization and Computer Graphics. 24:3032-3043
Unit visualizations are a family of visualizations where every data item is represented by a unique visual mark—a visual unit —during visual encoding. For certain datasets and tasks, unit visualizations can provide more information, better match
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::894f96f712e6634401a0feb3d057efb3
https://doi.org/10.1109/tvcg.2017.2785807
https://doi.org/10.1109/tvcg.2017.2785807
Autor:
Xiaoying Pu, Dominik Moritz, Arvind Satyanarayan, Matthew Kay, Jeffrey Heer, Steven M. Drucker
Publikováno v:
CHI Extended Abstracts
Visualization grammars, often based on the Grammar of Graphics, are popular choices for specifying expressive visualizations and supporting visualization systems. However, there are still open questions about grammar design and evaluation not well-an
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::62567a764db7ff67d79468c6ac23eb3b
https://doi.org/10.1145/3411763.3450406
https://doi.org/10.1145/3411763.3450406
Publikováno v:
CHI
Computational notebooks, which seamlessly interleave code with results, have become a popular tool for data scientists due to the iterative nature of exploratory tasks. However, notebooks provide a single execution state for users to manipulate throu
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a264734951ea5de9969d543102ddfe14
https://doi.org/10.1145/3411764.3445527
https://doi.org/10.1145/3411764.3445527