Systems and Means of Informatics
2017, Volume 27, Issue 3, pp 112-125
ALGORITHM FOR SYNTHESIS OF FUNCTIONAL HYBRID INTELLIGENT SYSTEMS WITH A HETEROGENEOUS VISUAL FIELD
- A. Kolesnikov
- S. Listopad
Abstract
The article presents an algorithm for synthesis of a new class of intelligent systems that is hybrid intelligent systems with a heterogeneous visual field modeling the integration of collective symbolic and visual reasoning.
To implement such reasoning, the formalized model of visual languages is used based on the concept of a semiotic system according to D. A. Pospelov, as well as A. V. Kolesnikov multilayered model of professional languages. Hybrid intelligent systems with a heterogeneous visual field will be able to control the simulation process and, depending on the uncertainty of the problem situation, alternately activate the symbolic or visual mechanisms of reasoning, imitating "jumps" in the hybrid state space corresponding to instantaneous insight (enlightening) of the real expert teams.
[+] References (12)
- Kolesnikov, A. V., S.V. Listopad, S.B. Rumovskaya, and V. I. Danishevskiy. 2016. Neformal'naya aksiomaticheskaya teoriya rolevykh vizual'nykh modeley [Informal axiomatic theory of the role visual models]. Informatika i ee Primeneniya - Inform. Appl. 10(4): 114-120.
- Kolesnikov, A. V. 2001. Gibridnye intellektual'nye sistemy. Teoriya i tekhnologiya razrabotki [Hybrid intelligent systems. Theory and technology of development]. St. Petersburg: SPbGTU Publ. 711 p.
- Kolesnikov, A. V., and S. V. Listopad. 2016. Kontseptual'no-vizual'nye osnovy virtu- al'nykh geterogennykh kollektivov, podderzhivayushchikh prinyatie resheniy [Conceptual and visual basics of virtual heterogeneous teams supporting decision-making]. Gib- ridnye i sinergeticheskie intellektual'nye sistemy: Mat-ly III Vseross. Pospelovskoy konferentsii s mezhdunarodnym uchastiem [3rd All-Russia Pospelov Conference with International Participation "Hybrid and Synergistic Intelligent Systems" Proceedings]. Kaliningrad: IKBFU Publ. 8-56.
- Bowman, W. J. 1968. Graphic communication. New York, NY: John Wiley. 210 p
- Lakin, F. 1987. Visual grammars for visual languages. 6th National Conference on Artificial Intelligence Proceedings. Menlo Park, CA: AAAI Press. 683-688.
- Narayanan, N. H., and R. Hubscher. 1998. Visual language theory: Towards a human- computer interaction perspective. Visual language theory. New York, NY: Springer- Verlag. 81-128.
- Osipov, G. S. 2002. Ot situatsionnogo upravleniya k prikladnoy semiotike [From situ-ational management to applied semiotics]. Novosti iskusstvennogo intellekta [Artificial Intelligence News] 6(54):3-7.
- Sibbet, D. 2013. Visual leaders: New tools for visioning, management, and organization change. Hoboken, NJ: Wiley. 229 p.
- Fitrianie, S., and L.J.M. Rothkrantz. Two-dimensional visual language grammar. Available at: http://mmi.tudelft.nl/pub/siska/TSD%202DVisLangGrammar.pdf (accessed July 28, 2017).
- Kremer, R. Visual languages for knowledge representation. Available at: http://ksi. cpsc.ucalgary.ca/KAW/KAW98/kremer/ (accessed July 28, 2017).
- Tarasov, V. B. 2015. Problemaponimaniya: nastoyashcheei budushcheeiskusstvennogo intellekta [The problem of understanding: The present and the future of artificial intelligence]. 5th Scientific and Technical Conference (International) "Open Semantic Technologies for Intelligent Systems" Proceedings. Minsk: BSUIR. 25-42.
- Kolesnikov, A. V., and S. A. Soldatov. 2009. Teoreticheskie osnovy resheniya slozhnoy zadachi operativno-proizvodstvennogo planirovaniya s uchetom koordinatsii [Theoretical basis for solving a complex problems of operational and production planning with regard to the coordination]. Vestnik Rossiyskogo gosudarstvennogo universiteta im. Immanuila Kanta. Ser. Fiziko-matematicheskie nauki [Bulletin of the Russian State University of Immanuel Kant. Physics and mathematics ser.] 10:82-96.
[+] About this article
Title
ALGORITHM FOR SYNTHESIS OF FUNCTIONAL HYBRID INTELLIGENT SYSTEMS WITH A HETEROGENEOUS VISUAL FIELD
Journal
Systems and Means of Informatics
Volume 27, Issue 3, pp 112-125
Cover Date
2017-09-30
DOI
10.14357/08696527170310
Print ISSN
0869-6527
Publisher
Institute of Informatics Problems, Russian Academy of Sciences
Additional Links
Key words
hybrid intelligent system; heterogeneous visual field; visual reasoning
Authors
A. Kolesnikov  ,  and S. Listopad
Author Affiliations
Kaliningrad Branch of the Federal Research Center "Computer Science and Control" of the Russian Academy of Sciences, 5 Gostinaya Str, Kaliningrad 236000, Russian Federation
Immanuel Kant Baltic Federal University, 14 A. Nevskogo Str., Kaliningrad 236041, Russian Federation
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