246 citations · 640 across the 16 of their papers we have counts for
4 papers · 1 filter
Understanding Cognitive Depletion in Novice NMR Analysts
Lyndsey Franklin, Kyungsik Han, Zhuanyi Huang +2
We present the results of a user study with novice NMR analysts (N=19) involving a gamified simulation of the NMR analysis process. Participants solved randomly generated spectrum…
Cognitive Depletion in the Wild: a Case Study of NMR Spectroscopy Analysis
Lyndsey Franklin, Nathan Hodas
NMR spectroscopy analysis is a detail-oriented analytic feat that typically requires specific domain expertise and hours of concentration. This work presents an ethnographic-style…
Will Break for Productivity: Generalized Symptoms of Cognitive Depletion
Lyndsey Franklin, Kristina Lerman, Nathan Hodas
In this work, we address the symptoms of cognitive depletion as they relate to generalized knowledge workers. We unify previous findings within a single analytical model of cogniti…
Adding Semantic Information into Data Models by Learning Domain Expertise from User Interaction
Nathan Oken Hodas, Alex Endert
Interactive visual analytic systems enable users to discover insights from complex data. Users can express and test hypotheses via user interaction, leveraging their domain experti…