30 citations · 112 across the 17 of their papers we have counts for
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cs.HC2018★ 22 cited
Beyond Heuristics: Learning Visualization Design
Bahador Saket, Dominik Moritz, Halden Lin +3
In this paper, we describe a research agenda for deriving design principles directly from data. We argue that it is time to go beyond manually curated and applied visualization des…
cs.HC2018★ 4 cited
Designing for Democratization: Introducing Novices to Artificial Intelligence Via Maker Kits
Victor Dibia, Aaron Cox, Justin Weisz
Existing research highlight the myriad of benefits realized when technology is sufficiently democratized and made accessible to non-technical or novice users. However, democratizin…
cs.HC2018★ 14 cited
Data2Vis: Automatic Generation of Data Visualizations Using Sequence to Sequence Recurrent Neural Networks
Victor Dibia, Çağatay Demiralp
Rapidly creating effective visualizations using expressive grammars is challenging for users who have limited time and limited skills in statistics and data visualization. Even hig…