“Everyone wants to do the model work, not the data work”: Data Cascades in High-Stakes AI
N Sambasivan, S Kapania, H Highfill… - proceedings of the …, 2021 - dl.acm.org
AI models are increasingly applied in high-stakes domains like health and conservation.
Data quality carries an elevated significance in high-stakes AI due to its heightened …
Data quality carries an elevated significance in high-stakes AI due to its heightened …
Data physicalization
Data physicalization is a rich and vast research area that studies the use of physical artifacts
to convey data. It overlaps with a number of research areas including information …
to convey data. It overlaps with a number of research areas including information …
How data science workers work with data: Discovery, capture, curation, design, creation
With the rise of big data, there has been an increasing need for practitioners in this space
and an increasing opportunity for researchers to understand their workflows and design new …
and an increasing opportunity for researchers to understand their workflows and design new …
Participatory research for low-resourced machine translation: A case study in african languages
W Nekoto, V Marivate, T Matsila, T Fasubaa… - arXiv preprint arXiv …, 2020 - arxiv.org
Research in NLP lacks geographic diversity, and the question of how NLP can be scaled to
low-resourced languages has not yet been adequately solved." Low-resourced"-ness is a …
low-resourced languages has not yet been adequately solved." Low-resourced"-ness is a …
[图书][B] Critical fabulations: Reworking the methods and margins of design
DK Rosner - 2018 - books.google.com
A proposal to redefine design in a way that not only challenges the field's dominant
paradigms but also changes the practice of design itself. In Critical Fabulations, Daniela …
paradigms but also changes the practice of design itself. In Critical Fabulations, Daniela …
A hunt for the snark: Annotator diversity in data practices
Diversity in datasets is a key component to building responsible AI/ML. Despite this
recognition, we know little about the diversity among the annotators involved in data …
recognition, we know little about the diversity among the annotators involved in data …
Embedded data representations
We introduce embedded data representations, the use of visual and physical
representations of data that are deeply integrated with the physical spaces, objects, and …
representations of data that are deeply integrated with the physical spaces, objects, and …
A review of research on participation in democratic decision-making presented at SIGCHI conferences. Toward an improved trading zone between political science …
M Nelimarkka - Proceedings of the ACM on Human-Computer …, 2019 - dl.acm.org
We present a review of 80 papers representing efforts to support participation in democratic
decision-making mostly related to local or national governments. The papers were …
decision-making mostly related to local or national governments. The papers were …
A city in common: a framework to orchestrate large-scale citizen engagement around urban issues
M Balestrini, Y Rogers, C Hassan, J Creus… - Proceedings of the …, 2017 - dl.acm.org
Citizen sensing is an approach that develops and uses lightweight technologies with local
communities to collect, share and act upon data. In doing so it enables them to become …
communities to collect, share and act upon data. In doing so it enables them to become …
Digital civics: Citizen empowerment with and through technology
The current economic crisis has thrown the relationship between citizens, communities and
the state into sharp relief. Digital Civics is an emerging cross-disciplinary area of research …
the state into sharp relief. Digital Civics is an emerging cross-disciplinary area of research …