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Summary: Toolkit Support for Developing and Deploying
Sensor-Based Statistical Models of Human Situations
James Fogarty
Computer Science & Engineering
University of Washington
Seattle, WA 98195
jfogarty@cs.washington.edu
Scott E. Hudson
Human Computer Interaction Institute
Carnegie Mellon University
Pittsburgh, PA 15213
scott.hudson@cs.cmu.edu
ABSTRACT
Sensor-based statistical models promise to support a variety
of advances in human-computer interaction, but building
applications that use them is currently difficult and potential
advances go unexplored. We present Subtle, a toolkit that
removes some of the obstacles to developing and deploying
applications using sensor-based statistical models of human
situations. Subtle provides an appropriate and extensible
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