Algebraic model for knowledge representation in situational awareness systems

The paper describes formal methods for knowledge processing and representation in situational awareness systems. Advantages and disadvantages of these methods were analyzed. Modeling framework “Algebra of systems” and Data Fusion Model were applied. A mathematical representation of knowledge, based on algebraic model of the subject area and ontological approach was developed. This allows to use different methods to solve various problems within a knowledge-based system.

[1]  Werner Retschitzegger,et al.  BeAware! - Situation awareness, the ontology-driven way , 2010, Data Knowl. Eng..

[2]  E. F. Codd,et al.  Relational Completeness of Data Base Sublanguages , 1972, Research Report / RJ / IBM / San Jose, California.

[3]  Stanley Burris,et al.  A course in universal algebra , 1981, Graduate texts in mathematics.

[4]  Mica R. Endsley,et al.  Theoretical Underpinnings of Situation Awareness, A Critical Review , 2000 .

[5]  D. J. Barrett,et al.  Model-Data Fusion , 2003 .

[6]  Edward F. Crawley,et al.  Algebra of Systems: A Metalanguage for Model Synthesis and Evaluation , 2009, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

[7]  Anne-Laure Jousselme,et al.  Interpreted systems for situation analysis , 2007, 2007 10th International Conference on Information Fusion.