Stanford University

Predictability of Human Behavior

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     Vast resources are devoted to predicting human behavior in domains such as economics, popular culture, and national security, but the quality of such predictions is usually poor. It is tempting to conclude that this inability to make good predictions is a consequence of some fundamental lack of predictability on the part of humans. However, our recent work offers evidence that the failure of standard prediction methods does not indicate an absence of human predictability but instead reflects: 1.) misunderstandings regarding which features of human dynamics actually possess predictive power, and 2.) the fact that, until recently, it has not been possible to measure these predictive features in real world settings.
 
     This talk introduces some of the science behind this basic observation and demonstrates its utility through three case studies. We begin by considering social groups in which individuals are influ- enced by the behavior of others; in these situations, social influence is known to decrease the ex ante predictability of the ensuing social dynamics. We show that, interestingly, these same social forces can increase the extent to which the outcome of a social process can be predicted in its very early stages. This finding is then leveraged to design prediction methods which outperform existing techniques for predicting social group dynamics.
 
     The second case study involves analysis of the predictability of adversary behavior in the coevo- lutionary “arms races” that exist between attackers and defenders in many domains, including cyber security, counterterrorism, fraud prevention, and various markets. Our analysis reveals that conventional wisdom regarding these coevolving systems is incomplete, and provides insights which enable the development of proactive cyber defense methods that are much more effective than standard techniques. Finally, we consider the task of predicting human behavior at the level of individuals. In particular, we show that a given individual’s mobility patterns can be predicted with surprising accuracy, and conversely that knowledge of even a small portion of a person’s travel patterns permits reliable identification of that individual. 
About the speaker: Rich Colbaugh received his Ph.D. in Mechanical Engineering from The Pennsylvania State University in 1986. He presently holds a joint appointment with the New Mexico Institute of Mining and Technology, where he is Chief Scientist of ICASA and a Professor in both the Mechanical Engineering and Management Departments, and Sandia National Laboratories, where he is a member of the Analytics and Cryptography Department. His research activities have focused on the modeling, analysis, and control of dynamical systems of importance in nature and society. Much of this work involves the study of very large, complex networks, including those of relevance to national security, socioeconomic systems, advanced technology, and biology.
 
Dr. Colbaugh spent 2001-2006 with the U.S. Intelligence Community in Washington DC advising senior leadership on counterterrorism and counterproliferation programs. Since 2007 he has concentrated his research and development efforts on social media analytics, attracting support for this program from agencies such as the Department of Defense, the Department of Homeland Security, the Department of Energy, and the National Science Foundation.

Reuben W. Hills Conference Room

Rich Colbaugh Sandia National Laboratory; Chief Scientist, Institute for Complex and Adaptive Systems, New Mexico Institute of Mining and Technology Speaker
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Nuclear Reactor Technology Transfers: A Review of Experiences in the Republic of Korea and China

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There are currently 60 nuclear reactors under construction worldwide with nearly half of these projects being built in China. There is no doubt that East Asia is emerging as a leader in the international nuclear community where China and the Republic of Korea (ROK) are playing major roles as a result of their aggressive new plant build programs. Both China and South Korea present very interesting case studies where the former is rapidly building up domestic expertise in nuclear construction while the latter has gone one step further in capitalizing successfully on a nuclear export business. Both countries have relied heavily on external commercial support in building up this expertise. In the case of South Korea, the “Koreanization” of nuclear power took place in the 1980’s and 1990’s, first with a large number of Western builds and ultimately a complete indigenization of pressurized water reactor technology through a technology transfer with Combustion Engineering. The Chinese domestic nuclear program has been largely influenced by Western vendors as well; however, there has been significantly less emphasis on exporting the technology up to now as they master the imported technologies for their domestic program. The recent AP1000 technology transfer between Westinghouse Electric Company and China has opened up unique transnational learning opportunities between the United States and China where the lessons learned building the first AP1000 plants in China will be shared with the two U.S. utilities now embarking on new plant construction at the Vogtle and V.C. Summer sites, in Georgia and South Carolina, respectively. This talk will review both the historical experiences of exporting nuclear technology to the ROK and China, as well as the progress being made by these countries in absorbing the technology. Further, the AP1000 passive plant technology will be summarized as an example of the general trend for future designs in response to the reactor accidents at Fukushima Dai-ichi in March 2011. Finally, the advanced construction techniques being used to build AP1000 plants in both the U.S. and China will be highlighted along with their benefits in delivering new plants on schedule.

About the speaker: Dr Matzie is the former Senior Vice President and Chief Technology Officer for Westinghouse Electric Company and was responsible for all Westinghouse research and development undertakings and advanced nuclear plant development. He is also on the Board of PBMR Pty Ltd. and Chairman of the Board Technical Committee. In that role, he assures proper oversight of the design, safety, licensing, research and development, and quality aspects of the PBMR enterprise.

Previously, Dr Matzie was responsible for the development, licensing, detailed engineering, project management, and component manufacturing of new Westinghouse light water reactors and was also the Executive in charge of Westinghouse replacement steam generator projects and dry spent-fuel-canister fabrication projects. He became a Senior Vice President in 2000, when Westinghouse purchased the nuclear businesses of ABB. His career has been devoted primarily to the development of advanced nuclear systems and advanced fuel cycles, and he is the author of more than 120 technical papers and reports on these subjects.

CISAC Conference Room

Regis Matzie Chief Technology Officer (Former) Speaker Westinghouse Electric Corporation
Seminars

Terror Queues and the Duration of Terror Plots

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About the topic: What could queueing theory, the science of customer flows and delays in service systems, possibly offer towards understanding and countering terrorism? In terror queue models, newly hatched terror plots correspond to newly arriving customers, the number of ongoing terror plots corresponds to the queue of customers waiting to receive service, undercover agents or informants correspond to service providers, customer service is initiated when a terror plot is detected, and service is completed when the plot is interdicted. Not all plots are interdicted; successful terror attacks correspond to customers who abandon the queue without receiving service! Building upon these ideas, we will focus our attention upon a simple observation: other things being equal, the number of ongoing terror plots increases with the duration of time from plot initiation until execution or interdiction (whichever comes first), yet no estimate of the probability distribution governing terror plot duration has appeared in the open literature. Starting with a review of US terrorism-related indictments, lower and upper bounds for the initiation date of 30 distinct Jihadi plots were identified in addition to the date of arrest or an attempted/actual terror act. Accounting for the censoring and truncation effects inherent with these data; the estimated mean duration equals 9 months, while 95% of all plots are estimated to fall between 1 and 25 months. These estimates suggest that in the United States, on average approximately three ongoing Jihadi terror plots have been active at any point in time since 9/11/2001.

About the Speaker: Edward H. Kaplan is the William N. and Marie A. Beach Professor of Management Sciences, Professor of Public Health, and Professor of Engineering at Yale University’s School of Management who is currently on sabbatical as Distinguished Visiting Professor at Stanford’s Graduate School of Business. The author of more than 125 research articles, Kaplan received both the Lanchester Prize and the Edelman Award, two top honors in the operations research field, among many other awards. An elected member of the National Academy of Engineering and the Institute of Medicine of the US National Academies, Kaplan’s current research focuses on the application of operations research to problems in counterterrorism and homeland security. 

CISAC Conference Room

Edward H. Kaplan Professor of Management Sciences, Professor of Public Health, and Professor of Engineering, Yale; Distinguished Visiting Professor, Graduate School of Business, Stanford Speaker
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2012 Payne Distinguished Lecture: The Future of the American Military

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Karl Eikenberry is the Payne Distinguished Lecturer at the Freeman Spogli Institute for International Studies. Within FSI he is an affiliated faculty member with the Center on Democracy, Development, and the Rule of Law (CDDRL) and the Center for International Security and Cooperation (CISAC), and an affiliated researcher with the Europe Center. Before coming to Stanford, he served as U.S. Ambassador to Afghanistan from May 2009 to July 2011, where he led the civilian side of the surge directed by President Obama to reverse Taliban momentum and help set the conditions for transition to full Afghan sovereignty.

Prior to his appointment as Chief of Mission in Kabul, Ambassador Eikenberry had a 35-year career with the U.S. Army, retiring with the rank of Lieutenant General in 2009.  His operational posts include service in the continental U.S., Hawaii, Korea, Italy, and Afghanistan, where he served as Commander of the American-led Coalition Forces from 2005-2007.

Ambassador Eikenberry also served in various political-military positions, including service as Deputy Chairman of the North Atlantic Treaty Organization (NATO) Military Committee in Brussels.

His military awards include the Defense Distinguished and Superior Service Medals, Legion of Merit, Bronze Star, Ranger Tab, Combat and Expert Infantryman badges, and master parachutist wings. He has received numerous civilian awards as well.

Amb. Eikenberry is a graduate of the U.S. Military Academy, holds master's degrees from Harvard University in East Asian Studies and Stanford University in Political Science, and was a National Security Fellow at the Kennedy School of Government at Harvard.

He is a trustee of the International Institute for Strategic Studies and a member of the Council on Foreign Relations and the Council of American Ambassadors. He recently received the George F. Kennan Award for Distinguished Public Service from the National Committee on American Foreign Policy. He has published numerous articles on U.S. military training, tactics, and strategy and on Chinese military history and Asia-Pacific security issues.

Koret Taube Conference Center
Gunn SIEPR Building
366 Galvez Street

Karl Eikenberry Payne Distinguished Lecturer; Retired United States Army Lieutenant General; Former United States Ambassador to Afghanistan Speaker
Lectures

The Political Economies of Immigration Law

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Abstract:
A largely dysfunctional American immigration system is only poorly explained by simple depictions of the political economy of lawmaking on this issue, blaming factors such as deliberate economic policy choices, longstanding public attitudes, explicit presidential decisions, or general gridlock. Instead, the structure of immigration law emerges from intersecting effects of three separate dynamics — statutory compromises rooted in the political economy of lawmaking, organizational practices reflecting the political economy of implementation, and public reactions implicating the responses of policy elites and the larger public to each other. Together, these factors help constitute an immigration status quo characterized by intense public concern, continuing legal controversies, and powerful obstacles to change. (1) Particularly since 1986, American immigration statutes have created a legal arrangement essentially built to fail, giving authorities regulatory responsibilities that were all but impossible to achieve under existing law. (2) Implementation has been characterized by organizational fragmentation, with policy changes involving one agency producing externalities not owned by that agency, and limited presidential power to change enforcement or implementation. And (3) the interplay of unrealistic statutory goals, enforcement, and growing public concern engenders a polarizing implementation dynamic, where agencies’ incapacity to enforce existing law tends to spur polarized political responses producing legislation that further exacerbates agency difficulties in meeting public expectations.

The resulting process over the last few decades persistently favored expansion in the provision of border enforcement resources. This development is widely supported or at least tolerated by most political actors, even though it fails to address the core institutional problems of the status quo. Beyond what these developments tell us about immigration, they also reveal much about (a) how statutory entrenchment in the United States is affected by political cycles capable of eroding the legitimacy of public agencies, and (b) how powerful nation-states control, in limited but nonetheless significant ways, the transnational flows affecting their well-being and security.

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Does Repression Reduce Terrorist Attacks? Evidence from Israel

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Reuben W. Hills Conference Room

Erica Chenoweth Visiting Scholar, CISAC; Assistant Professor of Government, Wesleyan University Speaker

James D. Fearon

CISAC
Stanford University
Encina Hall
Stanford, CA 94305-6165

(650) 725-1314
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Senior Fellow at the Freeman Spogli Institute for International Studies
Theodore and Frances Geballe Professor in the School of Humanities and Sciences
Professor of Political Science
rsd26_013_0052a.jpg PhD

James Fearon is the Theodore and Frances Geballe Professor in the School of Humanities and Sciences and a professor of political science. He is a Senior Fellow at FSI, affiliated with CISAC and CDDRL. His research interests include civil and interstate war, ethnic conflict, the international spread of democracy and the evaluation of foreign aid projects promoting improved governance. Fearon was elected to the National Academy of Sciences in 2012 and the American Academy of Arts and Sciences in 2002. Some of his current research projects include work on the costs of collective and interpersonal violence, democratization and conflict in Myanmar, nuclear weapons and U.S. foreign policy, and the long-run persistence of armed conflict.

Affiliated faculty at the Center for International Security and Cooperation
Affiliated faculty at the Center on Democracy, Development, and the Rule of Law
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James Fearon Professor of Political Science and Theodore and Frances Geballe Professor in the School of Humanities and Sciences, Stanford University Commentator
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The Strategic Logic of Nuclear Proliferation

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Reuben W. Hills Conference Room

Alexander Montgomery Associate Professor of Political Science, Reed College Commentator
Alexandre Debs Stanton Nuclear Security Fellow, CISAC; Assistant Professor of Political Science, Yale University Speaker
Nuno P. Monteiro Assistant Professor of Political Science, Yale University Speaker
Seminars

A Tale of Three H-Bombs: The Thermonuclear Turning-Point of the 1950s

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Reuben W. Hills Conference Room

David Holloway

CISAC
Stanford University
Encina Hall, E214
Stanford, CA 94305-6165

(650) 723-1737 (650) 723-0089
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Senior Fellow Emeritus at the Freeman Spogli Institute of International Studies
Raymond A. Spruance Professor of International History
0820stanford-davidholloway-238-edit.jpg PhD

David Holloway is the Raymond A. Spruance Professor of International History, a professor of political science, and an FSI senior fellow. He was co-director of CISAC from 1991 to 1997, and director of FSI from 1998 to 2003. His research focuses on the international history of nuclear weapons, on science and technology in the Soviet Union, and on the relationship between international history and international relations theory. His book Stalin and the Bomb: The Soviet Union and Atomic Energy, 1939-1956 (Yale University Press, 1994) was chosen by the New York Times Book Review as one of the 11 best books of 1994, and it won the Vucinich and Shulman prizes of the American Association for the Advancement of Slavic Studies. It has been translated into seven languages, most recently into Chinese. The Chinese translation is due to be published later in 2018. Holloway also wrote The Soviet Union and the Arms Race (1983) and co-authored The Reagan Strategic Defense Initiative: Technical, Political and Arms Control Assessment (1984). He has contributed to the Bulletin of the Atomic Scientists, Foreign Affairs, and other scholarly journals.

Since joining the Stanford faculty in 1986 -- first as a professor of political science and later (in 1996) as a professor of history as well -- Holloway has served as chair and co-chair of the International Relations Program (1989-1991), and as associate dean in the School of Humanities and Sciences (1997-1998). Before coming to Stanford, he taught at the University of Lancaster (1967-1970) and the University of Edinburgh (1970-1986). Born in Dublin, Ireland, he received his undergraduate degree in modern languages and literature, and his PhD in social and political sciences, both from Cambridge University.

Faculty member at the Center for International Security and Cooperation
Affiliated faculty at the Center on Democracy, Development, and the Rule of Law
Affiliated faculty at The Europe Center
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David Holloway Raymond A. Spruance Professor of International History; FSI Senior Fellow; CISAC Faculty Member; Europe Center Research Affiliate; CDDRL Affiliated Faculty Speaker
Theodore Postol Professor of Science, Technology and International Security, Massachusetts Institute of Technology Commentator
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Insurgency, Counterinsurgency, and Civil War: Insights from the Philippines

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Reuben W. Hills Conference Room

Joseph Felter Senior Research Scholar, CISAC; Formerly US Army Colonel and Director of the Combating Terrorism Center (CTC) at West Point Speaker

James D. Fearon

CISAC
Stanford University
Encina Hall
Stanford, CA 94305-6165

(650) 725-1314
0
Senior Fellow at the Freeman Spogli Institute for International Studies
Theodore and Frances Geballe Professor in the School of Humanities and Sciences
Professor of Political Science
rsd26_013_0052a.jpg PhD

James Fearon is the Theodore and Frances Geballe Professor in the School of Humanities and Sciences and a professor of political science. He is a Senior Fellow at FSI, affiliated with CISAC and CDDRL. His research interests include civil and interstate war, ethnic conflict, the international spread of democracy and the evaluation of foreign aid projects promoting improved governance. Fearon was elected to the National Academy of Sciences in 2012 and the American Academy of Arts and Sciences in 2002. Some of his current research projects include work on the costs of collective and interpersonal violence, democratization and conflict in Myanmar, nuclear weapons and U.S. foreign policy, and the long-run persistence of armed conflict.

Affiliated faculty at the Center for International Security and Cooperation
Affiliated faculty at the Center on Democracy, Development, and the Rule of Law
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James Fearon Theodore and Frances Geballe Professor in the School of Humanities and Sciences, Professor of Political Science, Stanford University Commentator
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