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Newsletters

• Summer 2009 - Features: Antonio's Notes, Project Spotlight on Impact of Energy Consumpt ion, User Behavior, and Policies & Technology on Global & National Energy Security, and TPAI Focus Areas and Projects.
• Winter 2009 - Features: Antonio's Notes, Project Spotlight on Dynamic Scenarios for Organizations in Infrastructures, and Project Status.
• Fall 2008 - Features: Analytic Transformation, Project Spotlight on Knowledge Encapsulation Framework, and Fourth Quarter Project Status.
• Summer 2008 - Features: AAAI Spring Symposium, Project Spotlight on Serious Gaming, and Third Quarter Project Status.
• Spring 2008 - Features: Focus Areas, Primary R D Areas, and Projects Spotlight including Predicting the Impact of Climate Change on U.S. Power Grids and Its Wider Implications on National Security and Vulnerability of Food Security and Energy Infrastructures to Climate Change and Terrorism.
• Winter 2008 - Features: Technosocial Modeling to Explore Plausible Futures, What's in a Name, and Project Status Reports.

Publications

2009

• Collaborative Knowledge Discovery Environments
  Cowell AJ, ML Gregory, EJ Marshall, LR McGrath. In The Changing Face of Digital Science - New Practices in Scientific Collaboration Workshop at CHI 2009. AAAI Press, Boston MA. PNNL-SA-63180.
• Knowledge Encapsulation Framework for Collaborative Social Modeling
  Cowell AJ, ML Gregory, EJ Marshall, LR McGrath. In AAAI Spring Symposium on Technosocial Predictive Analytics. AAAI Press, Menlo Park, CA. 2009. PNNL-SA-62938.
• The Temperature Sensitivity of the Residential Load and Commercial Building Load
  Lu N, ZT Taylor, W Jaing, J Correia Jr, LR Leung, PC Wong. In 2009 IEEE Power & Energy General Meeting. 2008. PNNL-SA-63626.
• Attitudes and Responses to Climate Change: the Intersection of World views and Immediate Concerns
  Malone EL. Abstract submitted to Climate Change: Global Risks, Challenges and Decisions, Copenhagen, Denmark. PNNL-SA-62681.
• Automated Knowledge Annotation for Dynamic Collaborative Environments
  McGrath LR, AJ Cowell, ML Gregory, EJ Marshall. In The 22nd International FLAIRS Conference. 2009. PNNL-SA-63853.
• Serious Gaming for Predictive Analytics
  Riensche RM, PR Paulson, GR Danielson, SD Unwin, RS Butner, SM Miller, L Franklin, N Zuljevic. In AAAI Spring Symposium on Technosocial Predictive Analytics. AAAI Press, Menlo Park, CA. 2009. PNNL-SA-62908.
• Automating Frame Analysis
  Sanfilippo AP, L Franklin, SC Tratz, GR Danielson, ND Mileson, RM Riensche, and L McGrath. Chapter 26 in Social Computing, Behavioral Modeling, and Prediction, ed. H. Liu, J.J. Salerno, M.J. Young, pp. 239-248. Springer, New York NY.
• Technosocial Predictive Analytics in Support of Naturalistic Decision Making.
  Sanfilippo AP, AJ Cowell, EL Malone, RM Riensche, JJ Thomas, SD Unwin, PD Whitney, and PC Wong. In The 9th bi-annual International Conference on Naturalistic Decision Making Jointly organized with the British Computer Society INTERACTION Specialist Group, Covent Garden, London, UK, 23-26 June, 2009. PDF Version
• Technosocial Predictive Analytics: User-Centered Evaluations
  Scholtz J, MA Whiting. In AAAI Spring Symposium on Technosocial Predictive Analytics. AAAI Press, Menlo Park, CA. 2009. PNNL-SA-65258.
• Consumer Choice and Dempster-Shafer Models of Threat Prioritization for Emerging Dual-Use Technologies: Application to Synthetic Biology
  Unwin SD and BA Fecht. Journal Article. In Defense & Security Analysis. 25(1). March 2009. PNNL-SA-59853.
• Technosocial Modeling of IED Threat Scenarios and Attacks
  Whitney, PD, AJ Brothers, GA Coles, J Young, DA Niesen, KE Wolf, SE Thompson, JM Madsen, and CL Henderson. In AAAI Spring Symposium on Technosocial Predictive Analytics. AAAI Press, Menlo Park, CA. 2009.
• Collaborative Visual Analytics in Multidisciplinary Technosocial Predictive Studies.
  Wong PC, LYR Leung, N Lu, MJ Scott, PS Mackey, HP Foote, BK Bragg, J Correia Jr, W Jiang, ZT Taylor, YL Xie, J Xu, SD Unwin, AP Sanfilippo. 2009. PNNL-SA-64416
• Predicting the Impact of Climate Change on U.S. Power Grids and Its Wider Implications on National Security
  Wong PC, LR Leung, N Lu, ML Paget, J Correia Jr, PS Mackey, NT Taylor Jr, YL Xie, J Xu, SD Unwin, AP Sanfilippo. In AAAI Spring Symposium on Technosocial Predictive Analytics. AAAI Press, Menlo Park, CA. 2009.

2008

• Climate Change Impacts on Residential and Commercial Loads in the Western U.S. Grid
  Lu N, ZT Taylor, W Jiang, YL Xie, LR Leung, J Correia Jr, PC Wong, PS Mackey, ML Paget. 2008. Formal Report. PNNL-17826. Journal Article. PNNL-SA-62518.
• Resilience, climate change, and security: modeling the connections
  Malone EL. Abstract submitted to RESILIENCE 2008 - Resilience, Adaption and Transformation in Turbulent Times/International Science and Policy Conference, Stockholm, Sweden. PNNL-SA-58578.
• VIMS: A Platform for Violent Intent Modeling.
  Sanfilippo AP, JC Schryver, PD Whitney, EC Augustenborg, GR Danielson, and SE Thompson. In Second International Workshop for Social Computing, Behavioral Modeling, and Prediction. 2008. PNNL-SA-63357.
• The Use of Dynamic Stochastic Social Behavior Models to Produce Likelihood Functions for Risk Modeling of Proliferation and Terrorist Attacks
  Young J, SE Thompson, AJ Brothers, PD Whitney, GA Coles, CL Henderson, KE Wolf, and BL Hoopes. In Ninth International Probabilistic Safety Assessment and Management Conference Proceedings. Edge Publication Group, Hong Kong, China. 2008.