PROFILE:
Bob Price
Bob Price works on inference, tracking, learning, and planning applications for government and industry clients. He has developed technologies for inferring the strategic intent of military forces from low-level reports of individual military units in the field for the DARPA Deep Green Program. Bob developed algorithms for PARC client Dai Nippon Printing to learn behavior patterns of cell phone users from logs of their GPS traces and use these patterns together with background databases of local vendors to infer user preferences for activities. He has also worked in the area of model-based control on a system for improving the diagnostic information generated from automatically constructed plans; machine learning of rules to diagnose problems in printing engines from fault code sequences; and optimization of power loads to minimize power and cost and maximize utility.
Previously, Bob held a post-doctoral fellowship at the University of Alberta where he modeled the online purchasing behavior of consumers, worked on predictive models of web searching behavior and constructing recommendation sets with optimal diversity. At the University of Toronto, Bob worked on symbolic/relational approaches to planning under uncertainty. His thesis work developed methods to exploit observations of other agents to guide learning of an agent and exchange knowledge between heterogeneous representations. Bob continues to pursue a variety of projects involving extraction of structure from noisy data, computer support of human learning and decision making, and automatic planning under uncertainty. Bob earned his MSc in Computer Science at the University of Saskatchewan and Ph.D. in Computer Science from the University of British Columbia.
PARC publications
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2013
ThroughputScheduler: learning to schedule on heterogeneous Hadoop clusters
International Conference on Autonomic Computing (ICAC '13)
27 June 2013
2012
Detection of scene obstructions and persistent view changes in transportation camera systems
IEEE Conference on Intelligent Transportation Systems 2012
16 September 2012
Reference image-independent fault detection in transportation camera systems for nighttime scenes
IEEE Conference on Intelligent Transportation Systems 2012
16 September 2012
Modeling destructive group dynamics in on-line gaming communities
International Conference on Weblogs and Social Media (ICWSM)
5 June 2012
2010
Pruning non-informative text through non-expert annotations to improve sentiment classification
Coling 2010 Workshop
28 August 2010
2009
Continuously estimating persistent and intermittent failure probabilities
SAFE Process 2009
30 June 2009
2008
A unified information criterion for evaluating probe and test selection
International Conference on Prognostics and Health Management
6 October 2008
Pervasive diagnosis: the integration of active diagnosis into production plans
DX 2008
22 September 2008
A framework for continuously estimating persistent and intermittent failure probabilities
DX 2008
22 September 2008
Pervasive diagnosis: the integration of active diagnosis into production plans
AAAI-2008
13 July 2008
Scalable architecture for context-aware activity-detecting mobile recommendation systems
Winner - Best demo at ADAMUS Workshop at WoWMoM 2008
23 June 2008
Activity-based serendipitous recommendations with the Magitti mobile leisure guide
CHI 2008
5 April 2008
contact
related focus areas
related competencies
- model-based reasoning
in the news
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The future will be printed in 3-D
24 June 2012 | GigaOM
Mobile recommendation service now in field trials in Tokyo
25 March 2010 | Dai Nippon Printing Co., Ltd.
news releases
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DARPA and Applied Research Lab at Penn State Choose PARC to Advance Virtual Product Development and Digital Manufacturing
17 September 2012
U.S. Department of Defense Chooses PARC to Help Halt Internal Security Threats
15 February 2012
events
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ThroughputScheduler: Learning to Schedule on Heterogeneous Hadoop Clusters
27 June 2013 | San Jose, CA
Detection of scene obstructions and persistent view changes in transportation camera systems
16 September 2012
Reference image-independent fault detection in transportation camera systems for nighttime scenes
16 September 2012
