A Machine Learning Based Model of Boko Haram

Chapter 1: Introduction.- Chapter 2:  History of Boko Haram.- Chapter 3: Temporal Probabilistic Rules and Policy Computation Algorithms.- Chapter 4: Sexual Violence.- Chapter 5: Suicide Bombings.- Chapter 6: Abductions.- Chapter 7: Arson.- Chapter 8: Other Types of Attacks.- Appendix A: All TP-Rules.- Appendix B: Data Collection.- Appendix C: Most Used Variables.- Appendix D: Sample Boko Haram Report.

V.S. Subrahmanian is the Dartmouth College Distinguished Professor in Cybersecurity, Technology, and Society and Director of the Institute for Security, Technology, and Society at Dartmouth. He previously served as a Professor of Computer Science at the University of Maryland from 1989-2017 where he created and headed both the Lab for Computational Cultural Dynamics and the Center for Digital International Government. He also served for 6+ years as Director of the University of Maryland's Institute for Advanced Computer Studies. Prof. Subrahmanian is an expert on big data analytics including methods to analyze text/geospatial/relational/social network data, learn behavioral models from the data, forecast actions, and influence behaviors with applications to cybersecurity and counter-terrorism.  He has written five books, edited ten, and published over 300 refereed articles. He is a Fellow of the American Association for the Advancement of Science and the Association forthe Advancement of Artificial Intelligence and received numerous other honors and awards. His work has been featured in numerous outlets such as the Baltimore Sun, the Economist, Science, Nature, the Washington Post, American Public Media. He serves on the editorial boards of numerous journals including Science, the Board of Directors of  SentiMetrix, Inc., and on the Research Advisory Board of Tata Consultancy Services. He previously served on t he Board of Directors of the Development Gateway Foundation (set up by the World Bank), DARPA's Executive Advisory Council on Advanced Logistics and as an ad-hoc member of the US Air Force Science Advisory Board.

Chiara Pulice worked on this project during her stint as a postdoctoral researcher at Dartmouth College in Hanover, New Hampshire. She received her PhD degree in Computer and Systems Engineering from the University of Calabria, Italy, in 2015. She was a Visiting Scholar at the Department of Computer Science ofthe