37 citations · 43 across the 5 of their papers we have counts for
7 papers
Using Social Media to Predict the Future: A Systematic Literature Review
Lawrence Phillips, Chase Dowling, Kyle Shaffer +2
Social media (SM) data provides a vast record of humanity's everyday thoughts, feelings, and actions at a resolution previously unimaginable. Because user behavior on SM is a refle…
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…
Assessing the Linguistic Productivity of Unsupervised Deep Neural Networks
Lawrence Phillips, Nathan Hodas
Increasingly, cognitive scientists have demonstrated interest in applying tools from deep learning. One use for deep learning is in language acquisition where it is useful to know…
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…