Making Sense of Complex Systems through Integrated Modeling and Simulation

Making sense of complex systems is difficult due in part to the open, nonlinear, multi-dimensional, highly interdependent nature of such systems. For such systems, modeling and simulation may be the only viable means for facilitating the sensemaking process. In this chapter, we explore a particular form of modeling and simulation, called integrated modeling and simulation, which is well-suited to empower users to make sense of complex systems. We demonstrate the potential of integrated modeling and simulation through the Integrated Modeling Environment (IME).We also illustrate how the design of the IME respects important implications of sensemaking on integrated modeling and simulation.

[1]  Albert K. W. Yeung,et al.  Concepts And Techniques Of Geographic Information Systems , 2002 .

[2]  James P. Peerenboom,et al.  Identifying, understanding, and analyzing critical infrastructure interdependencies , 2001 .

[3]  Cynthia M. Grabo Anticipating Surprise: Analysis for Strategic Warning , 2002 .

[4]  Gary Klein,et al.  Making Sense of Sensemaking 1: Alternative Perspectives , 2006, IEEE Intelligent Systems.

[5]  Lucy A. Suchman,et al.  Plans and Situated Actions: The Problem of Human-Machine Communication (Learning in Doing: Social, , 1987 .

[6]  Alan A. Desrochers,et al.  Modeling infrastructure interdependencies using Petri nets , 2003, SMC'03 Conference Proceedings. 2003 IEEE International Conference on Systems, Man and Cybernetics. Conference Theme - System Security and Assurance (Cat. No.03CH37483).

[7]  Juri Jatskevich,et al.  DESIGN FOR SURVIVAL REAL-TIME INFRASTRUCTURES COORDINATION , 2006 .

[8]  Sujeet Shenoi,et al.  Critical Infrastructure Protection II - Second Annual IFIP WG 11.10 International Conference on Critical Infrastructure Protection, George Mason University, Arlington, Virginia, USA, March 17-19, 2008, Revised Papers , 2009, IFIP Advances in Information and Communication Technology.

[9]  Seok-Won Lee,et al.  Enabling System of Systems Analysis of Critical Infrastructure Behaviors , 2009, CRITIS.

[10]  Felix Flentge,et al.  The ISE Metamodel for Critical Infrastructures , 2007, Critical Infrastructure Protection.

[11]  Nils Kalstad Svendsen,et al.  Multigraph Dependency Models for Heterogeneous Infrastructures , 2007, Critical Infrastructure Protection.

[12]  D. T. Moore Critical Thinking and Intelligence Analysis , 2007 .

[13]  Seok-Won Lee,et al.  An Integrated Methodology For Critical Infrastructure Modeling And Simulation , 2008, Critical Infrastructure Protection.

[14]  Lucy Suchman Plans and situated actions: the problem of human-machine communication , 1987 .

[15]  Milos Manic,et al.  CIMS: A Framework for Infrastructure Interdependency Modeling and Analysis , 2006, Proceedings of the 2006 Winter Simulation Conference.

[16]  E. Casalicchio,et al.  Federated Agent-based Modeling and Simulation Approach to Study Interdependencies in IT Critical Infrastructures , 2007, 11th IEEE International Symposium on Distributed Simulation and Real-Time Applications (DS-RT'07).

[17]  Alok Chaturvedi A Society of Simulation Approach to Dynamic Integration of Simulations , 2006, Proceedings of the 2006 Winter Simulation Conference.

[18]  Stuart K. Card,et al.  The cost structure of sensemaking , 1993, INTERCHI.

[19]  Vincenzo Masucci,et al.  An Integrated Approach For Simulating Interdependencies , 2008, Critical Infrastructure Protection.

[20]  Anita Raja,et al.  Critical Infrastructure Integration Modeling and Simulation , 2004, ISI.