Cognitive computing: Principles, architectures, and applications

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

This paper is a summary of the plenary presentation. The objectives of the presentation are threefold: a) to discuss conceptual foundations of cognitive computing, b) to demonstrate their impact on intelligent systems design, and c) to present a brief summary of relevant project experiences. An introduction to knowledge-based and cognitive systems, and the explanation of their origins and principles are given. Then, an agent metaphor is introduced as the basis for design of high autonomy, cognitive architectures. Examples of projects from both industry and research laboratories that leverage from the above concepts are discussed. Some recent work that focuses on decision making in complex, information rich environments, multi-agent gaming models, and implementation of symbolic representation techniques in highly flexible, reusable, object-oriented visualization systems is presented.

Original languageEnglish (US)
Title of host publicationSimulation in Wider Europe - 19th European Conference on Modelling and Simulation, ECMS 2005
Pages15-22
Number of pages8
StatePublished - 2005
Event19th European Conference on Modelling and Simulation, ECMS 2005 - Riga, Latvia
Duration: Jun 1 2005Jun 4 2005

Other

Other19th European Conference on Modelling and Simulation, ECMS 2005
CountryLatvia
CityRiga
Period6/1/056/4/05

Fingerprint

Cognitive systems
Knowledge based systems
Intelligent systems
Research laboratories
Visualization
Decision making
Systems analysis
Cognitive Systems
Cognitive Architecture
Knowledge-based Systems
Computing
Gaming
Intelligent Systems
Threefolds
Leverage
Object-oriented
System Design
Industry
Decision Making
Demonstrate

Keywords

  • Agents
  • Cognitive computing
  • High autonomy systems
  • Simulation-based design

ASJC Scopus subject areas

  • Modeling and Simulation

Cite this

Rozenblit, J. W. (2005). Cognitive computing: Principles, architectures, and applications. In Simulation in Wider Europe - 19th European Conference on Modelling and Simulation, ECMS 2005 (pp. 15-22)

Cognitive computing : Principles, architectures, and applications. / Rozenblit, Jerzy W.

Simulation in Wider Europe - 19th European Conference on Modelling and Simulation, ECMS 2005. 2005. p. 15-22.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Rozenblit, JW 2005, Cognitive computing: Principles, architectures, and applications. in Simulation in Wider Europe - 19th European Conference on Modelling and Simulation, ECMS 2005. pp. 15-22, 19th European Conference on Modelling and Simulation, ECMS 2005, Riga, Latvia, 6/1/05.
Rozenblit JW. Cognitive computing: Principles, architectures, and applications. In Simulation in Wider Europe - 19th European Conference on Modelling and Simulation, ECMS 2005. 2005. p. 15-22
Rozenblit, Jerzy W. / Cognitive computing : Principles, architectures, and applications. Simulation in Wider Europe - 19th European Conference on Modelling and Simulation, ECMS 2005. 2005. pp. 15-22
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