Abstract
We present an overview of our work in information fusion for intelligence analysis. This work includes the Hats Simulator and the COLAB system. The Hats Simulator is a parameterized model of a virtual world in which hundreds of thousands of agents engage in individual and collective activities. Playing against the simulator, the goal of the analyst is to identify and stop harmful agents before they carry out terrorist attacks on simulated landmarks. The COLAB system enables multiple human analysts in different physical locations to conduct collaborative intelligence analysis. COLAB consists of two components: an instrumented analysis working environment built on a blackboard system, and a web-based user interface that integrates the Trellis hypothesis authoring and management tool with a query language. COLAB is integrated with the Hats Simulator to provide a complete end-to-end analysis environment with challenging problem domain.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Cohen, P.R., Morrison, C.T.: The hats simulator. In: Proceedings of the 2004 Winter Simulation Conference (2004)
Morrison, C.T., Cohen, P.R., King, G.W., Moody, J.J., Hannon, A.: Simulating terrorist threat with the hats simulator. In: Proceedings of the First International Conference on Intelligence Analysis (2005)
Morrison, C.T., Cohen, P.R.: Colab: A laboratory environment for studying analyst sensemaking and collaboration. In: Proceedings of the Tenth International Command and Control Research and Technology Symposium (10th ICCRTS) (2005)
Hannon, A.C., King, G.W., Morrison, C.T., Galstyan, A., Cohen, P.R.: Population generation in large-scale simulation. In: Proceedings of AeroSense 2005 (2005)
Nii, H.P.: Blackboard systems. In: Barr, A., Cohen, P.R., Feigenbaum, E.A. (eds.) The Handbook of Artificial Intelligence, vol. IV, pp. 1–82. Addison-Wesley Publishing Company, Inc., Reading (1989)
Corkill, D.D.: Blackboard systems. AI Expert 6, 40–47 (1991)
Corkill, D.D.: Collaborating software: Blackboard and multi-agent systems & the future. In: Proceedings of the International Lisp Conference, New York (2003)
Erman, L.D., Hayes-Roth, F., Lesser, V.R., Reddy, D.R.: The hearsay-ii speech understanding system: Integrating knowledge to resolve uncertainty. ACM Computing Survey 12, 213–253 (1980)
Carver, N., Lesser, V.: The evolution of blackboard control architectures. Expert Systems with Applications–Special Issue on the Blackboard Paradigm and Its Applications 7, 1–30 (1994)
Galstyan, A., Cohen, P.R.: Identifying covert sub-networks through iterative node classification. In: Proceedings of the First International Conference on Intelligence Analysis (2005)
Adibi, J., Cohen, P.R., Morrison, C.T.: Measuring confidence intervals in link discovery: a bootstrap approach. In: Proceedings of the ACM Special Interest Group on Knowledge Discovery and Data Mining, ACM-SIGKDD 2004 (2004)
Newman, M.E.J.: Fast algorithm for detecting community structure in networks. Phys. Rev. EÂ 69 (2003)
Chklovski, T., Ratnakar, V., Gil, Y.: User interfaces with semi-formal representations: a study of designing argumentation structures. In: Under Review for the Intelligent User Interfaces Conference 2005 (2005)
Elmasri, R., Navathe, S.B.: Fundamentals of Database Systems, 4th edn. Addison Wesley, Boston (1999)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2006 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Morrison, C.T., Cohen, P.R. (2006). The Hats Simulator and Colab: An Integrated Information Fusion Challenge Problem and Collaborative Analysis Environment. In: Mehrotra, S., Zeng, D.D., Chen, H., Thuraisingham, B., Wang, FY. (eds) Intelligence and Security Informatics. ISI 2006. Lecture Notes in Computer Science, vol 3975. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11760146_10
Download citation
DOI: https://doi.org/10.1007/11760146_10
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-34478-0
Online ISBN: 978-3-540-34479-7
eBook Packages: Computer ScienceComputer Science (R0)