A formal model of semantics of natural language utterances on the basis of multiagent recursive cognitive architectures

Z. V. Nagoev ; O. V. Nagoeva ; I. A. Pshenokova

News of the Kabardin-Balkar scientific center of RAS, no. 4 (2017), pp. 19-31.

Résumé

The aim of the research is the development of theoretical foundations for the creation of speech understanding systems based on multiagent recursive cognitive architectures. The principles of understanding natural language statements based on selforganizing multiagent cognitive architectures have been developed. A formal description of the semantics of natural language utterances and the process of understanding these statements on the basis of selforganizing multiagent cognitive architectures are proposed.

Détail

Keywords: speech understanding systems, natural language semantics formalization, simulations of thinking, cognitive architectures, multiagent systems, artificial intelligence.

Bibliographie

[1] P. K. Anokhin, “Printsipialnye voprosy obschei teorii funktsionalnykh sistem”, Printsipy sistemnoi organizatsii funktsii, 1973, Nauka, M.

[2] M. I. Anchekov, O. V. Nagoeva, O. B. Makarevich, D. G. Tokmakova, Yu. Kh. Khamukov, “Interaktivnoe mnogomodalnoe obuchenie kognitivnykh samoorganizuyuschikhsya sistem estestvenno-yazykovogo upravleniya missiyami multiagentnykh robotov”, Izvestiya Kabardino-Balkarskogo nauchnogo tsentra RAN, 2015, no. 1 (63), 9–15

[3] A. V. Gladkii, I. A. Melchuk, Elementy matematicheskoi lingvistiki, Nauka, M., 1969, 100 pp. | MR

[4] P. M. Ivanov, Z. V. Nagoev, “Samoorganizuyuschayasya sistema prinyatiya reshenii na osnove avtomatnogo predstavleniya rekursivnoi multiagentnoi kognitivnoi arkhitektury dlya sistem obvolakivayuschego intellekta”, Izvestiya Kabardino-Balkarskogo nauchnogo tsentra RAN, 2012, no. 5 (49), 30–37

[5] L. A. Lyutikova, A. M. Ksalov, D. G. Makoeva, I. A. Gurtueva, “Postroenie sistemy znanii na osnove multiagentnykh kontraktov”, Estestvennye i tekhnicheskie nauki, 2016 | Zbl

[6] Minski, Marvin, Freimy dlya predstavleniya znanii, Energiya, M., 1979

[7] R. Mei, Otkrytie Bytiya, Institut obschegumanitarnykh issledovanii, M., 2004, 91 pp.

[8] Z. V. Nagoev, Intellektika ili Myshlenie v zhivykh i iskusstvennykh sistemakh, Izdatelstvo KBNTs RAN, Nalchik, 2013, 211 pp.

[9] Z. V. Nagoev, “Multiagentnye ekzistentsialnye otobrazheniya i funktsii”, Izvestiya Kabardino-Balkarskogo nauchnogo tsentra RAN, 2013, no. 4 (54), 63–71

[10] O. V. Nagoeva i dr., “Sistemy ponimaniya rechi i modeli predstavleniya semantiki”, Izvestiya KBNTs RAN, 2014, no. 5 (61), 64–71, Izdatelstvo KBNTs RAN, Nalchik

[11] D. A. Pospelov, Modelirovanie rassuzhdenii. Opyt analiza myslitelnykh aktov, Radio i svyaz, M., 1989, 184 pp.

[12] Styuart Rassel, Piter Norvig, Iskusstvennyi intellekt: sovremennyi podkhod (AIMA), 2-e izd., Vilyams, M., 2007, 1424 pp.

[13] N. Khomskii, Yazyk i myshlenie, Izdatelstvo Moskovskogo universiteta, M., 1972, 125 pp.

[14] Ch. Fillmore, The Case for Case, Universals in Linguistic Theory, eds. In Bach and Harms, Holt, Rinehart, and Winston, New York, 1968, 1–88 pp. | MR

[15] P. Ivanov, Z. Nagoev, I. Pshenokova, D. Tokmakova, “Forming the multi-modal situation context in ambient intelligence systems on the basis of self-organizing cognitive architectures”, Proceedings of the 2015 5th World Congress on Information and Communication Technologies, WICT 2015 5, Innovating ICT for Social Revolutions, 2015, 7–12

[16] O. Nagoeva, Z. Nagoev, D. Tokmakova, “System essence of intelligence and multi-agent existential mappings”, Advances in Intelligent Systems and Computing, 420 (2016), 67–76 | DOI

[17] R. Schank, L. Birnbaum, J. Meu, “Integrating semantics and pragmatics”, Quaderni di Semantica, VI:2 (1985)

[18] Winograd Terry, Language as a Cognitive Process, v. I: Syntax, Reading MA, Addison-Wesley, 1983, 650 pp. | Zbl

[19] Winograd Terry, Understanding Natural Language, Also published in Cognitive Psychology, 3:1 (1972), pp. 1-191., Academic Press, New York, 1972, 191 pp.