Zobrazeno 1 - 10
of 12
pro vyhledávání: '"Soya Park"'
Publikováno v:
Proceedings of the ACM on Human-Computer Interaction. 6:1-23
Reading academic papers is a fundamental part of higher education and research, but navigating these information-dense texts can be challenging. In particular, low-vision readers using magnification encounter additional barriers to quickly skimming a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f9942436f5adbfda4adc9501953f04e9
https://doi.org/10.1145/3555629
https://doi.org/10.1145/3555629
Autor:
Soya Park
Publikováno v:
Companion Computer Supported Cooperative Work and Social Computing.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::95f7194f8663786b0fbd8e64f879a1b4
https://doi.org/10.1145/3500868.3561400
https://doi.org/10.1145/3500868.3561400
Autor:
Steve Oney, Jaimie Drozdal, April Yi Wang, Xuye Liu, Soya Park, Dakuo Wang, Christopher Brooks
Publikováno v:
CHI Extended Abstracts
Many data scientists use computational notebooks to test and present their work, as a notebook can weave code and documentation together (computational narrative), and support rapid iteration on code experiments. However, it is not easy to write good
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::eaa09e2afe946fbf45f7e013287c719f
https://doi.org/10.1145/3411763.3451617
https://doi.org/10.1145/3411763.3451617
Publikováno v:
IUI
Data scientists face a steep learning curve in understanding a new domain for which they want to build machine learning (ML) models. While input from domain experts could offer valuable help, such input is often limited, expensive, and generally not
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3635c70fdd049a17f17783231c78a3a1
https://doi.org/10.1145/3397481.3450637
https://doi.org/10.1145/3397481.3450637
Autor:
April Yi Wang, Dakuo Wang, Jaimie Drozdal, Michael Muller, Soya Park, Justin D. Weisz, Xuye Liu, Lingfei Wu, Casey Dugan
Computational notebooks allow data scientists to express their ideas through a combination of code and documentation. However, data scientists often pay attention only to the code, and neglect creating or updating their documentation during quick ite
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a7ee83d5f11ccac535641d5155853309
http://arxiv.org/abs/2102.12592
http://arxiv.org/abs/2102.12592
The development of AI applications is a multidisciplinary effort, involving multiple roles collaborating with the AI developers, an umbrella term we use to include data scientists and other AI-adjacent roles on the same team. During these collaborati
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::18fba5bc1ddae068fb848f53562a0cf2
Autor:
Soya Park
Publikováno v:
Proceedings of the Second Workshop on Data Science with Human in the Loop: Language Advances.
Building a machine learning model in a sophisticated domain is a time-consuming process, partially due to the steep learning curve of domain knowledge for data scientists. We introduce Ziva, an interface for supporting domain knowledge from domain ex
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::8eb9cdfca0a8eb9929859536ce99ef39
https://doi.org/10.18653/v1/2021.dash-1.7
https://doi.org/10.18653/v1/2021.dash-1.7
Publikováno v:
MIT web domain
CHI
CHI
Email management consumes significant effort from senders and recipients. Some of this work might be automatable. We performed a mixed-methods need-finding study to learn: (i) what sort of automatic email handling users want, and (ii) what kinds of i
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1750df1857b6722d1e5e4206c984b903
https://hdl.handle.net/1721.1/129464
https://hdl.handle.net/1721.1/129464
Publikováno v:
MIT web domain
UIST (Adjunct Volume)
UIST (Adjunct Volume)
© 2018 Copyright held by the owner/author(s). The literate programming paradigm presents a program interleaved with natural language text explaining the code's rationale and logic. While this is great for program readers, the labor of creating liter
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2084e8bc4d57b324246c6101d5609215
https://hdl.handle.net/1721.1/137714
https://hdl.handle.net/1721.1/137714
Publikováno v:
CTS
Minimizing the impact of network convergence events has been an active area of research and innovation since it usually occurs unexpectedly and triggers (often jolting) alarms in network operations centers. Examination of router logs, network managem
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f188fa3d0f2d465ec196de0aae38b33c
https://doi.org/10.1109/cts.2016.0107
https://doi.org/10.1109/cts.2016.0107