How is M&S Interoperability different from other Interoperability AUTHORS

During every standard workshop or event, the examples of working interoperability solutions are used to motivate for ‘plug and play’ standards for M&S as well, like standardized batteries for electronics, or the use of XML to exchange data between heterogeneous systems. While these are successful applications of standards, they are off the mark regarding M&S interoperability. The challenge of M&S is that the product that needs to be made interoperable is not the service or the system alone, but the model behind it as well. The paper shows that the alignment of conceptualizations is the real problem that is not yet dealt with in current interoperability standards.

[1]  Andreas Tolk,et al.  Ontology Driven Interoperability - M&S Applications , 2006 .

[2]  Michael Zyda,et al.  Extensible Modeling and Simulation Framework (XMSF) Opportunities for Web-Based Modeling and Simulation , 2002 .

[3]  Charles D. Turnitsa Conceptual modeling for composition of model-based complex systems , 2011 .

[4]  Andreas Tolk M&S Body of Knowledge: Progress Report and Look Ahead , 2010 .

[5]  Jerry R. Hobbs,et al.  DAML-S: Semantic Markup for Web Services , 2001, SWWS.

[6]  Andreas Tolk,et al.  Using a formal approach to simulation interoperability to specify languages for ambassador agents , 2010, Proceedings of the 2010 Winter Simulation Conference.

[7]  Andreas Tolk,et al.  Federated Ontologies Supporting a Merged Worldview for Distributed Systems , 2007, AAAI Fall Symposium: Regarding the Intelligence in Distributed Intelligent Systems.

[8]  Alvin S. Lim,et al.  Requirements and design principles for multisimulation with multiresolution, multistage multimodels , 2007, 2007 Winter Simulation Conference.

[9]  Andreas Tolk,et al.  What Comes After the Semantic Web - PADS Implications for the Dynamic Web , 2006, 20th Workshop on Principles of Advanced and Distributed Simulation (PADS'06).

[10]  Don Brutzman,et al.  Extensible Modeling & Simulation Framework (XMSF). XMSF 2002 Findings and Recommendations Report: Technical Challenges Workshop and Strategic Opportunities Symposium , 2002 .

[11]  Paul K. Davis,et al.  Towards methodological approaches to meet the challenges of human, social, cultural, and behavioral (HSCB) modeling , 2010, Proceedings of the 2010 Winter Simulation Conference.

[12]  Don Brutzman,et al.  Extensible modeling and simulation framework (XMSF) 2004 project summary report , 2005 .

[13]  Andreas Tolk,et al.  Implied ontological representation within the levels of conceptual interoperability model , 2008, Intell. Decis. Technol..