219 citations · 410 across the 16 of their papers we have counts for
Showing 2012 · cs.SIShow all
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cs.SI2012★ 20 cited
Graph-Coupled HMMs for Modeling the Spread of Infection
Wen Dong, Alex Pentland, Katherine A. Heller
We develop Graph-Coupled Hidden Markov Models (GCHMMs) for modeling the spread of infectious disease locally within a social network. Unlike most previous research in epidemiology,…
cs.SI2012★ 8 cited
Automatic Prediction Of Small Group Performance In Information Sharing Tasks
Wen Dong, Bruno Lepri, Alex Pentland
In this paper, we describe a novel approach, based on Markov jump processes, to model small group conversational dynamics and to predict small group performance. More precisely, we…