Felicia Y Ng

schoolCarnegie Mellon Universitybar_chart#4905 Global Rank

Total Papers

HCI Rank

#4905

Research Areas

Years Active

Recent Publications

Understanding and Supporting Knowledge Decomposition for Machine Teaching

Machine teaching (MT) is an emerging field that studies non-machine learning (ML) experts incrementally building semantic ML models in efficient ways. While MT focuses on the types of knowledge a human teacher provides a machine learner, not much is known about how people perform or can be supported in this essential…

CSCW '182nd AuthorConceptual Horizons

Applications of Social Identity Theory to Research and Design in Computer-Supported Cooperative Work

Research in computer-supported cooperative work has historically focused on behaviors of individuals at scale, using frames of interpersonal interaction such as Goffman's theories of self-presentation. These frames prioritize research detailing the characteristics, personal identities, and behaviors of large numbers o…

CHI '182nd AuthorMental Health Apps & Online Support Communities +1

Analogy Mining for Specific Design Needs

Finding analogical inspirations in distant domains is a powerful way of solving problems. However, as the number of inspirations that could be matched and the dimensions on which that matching could occur grow, it becomes challenging for designers to find inspirations relevant to their needs. Furthermore, designers ar…

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