FAR EASTERN BRANCH OF THE RUSSIAN ACADEMY OF SCIENCES
INSTITUTE OF APPLIED MATHEMATICS KHABAROVSK DIVISION
Far Eastern Mathematical Journal
The statements of the practically useful problems of intelligent activity |
Kleschev A.S., Shalfeeva E.A. |
2016, issue 1, P. 44-61 |
Abstract |
| Actuality of the classification based on general principles and terminology well-determined by mathematical apparatus is shown. The mathematical apparatus is suggested that allows to introduce mathematical abstractions for all the notions used in task specifications. A multilevel classification of tasks is proposed in that the basic classification of tasks is expressed rather abstractedly. Further, on the lower levels of abstractions special properties of domains are introduced and formally represented, and refined specification of tasks and new inherent tasks are suggested. |
Keywords: intelligent activity, expert system, classification of tasks, problem definition |
Download the article (PDF-file) |
References |
| [1] T.A. Gavrilova, V.F. Horoshevskij, Bazy znanij intellektual'nyh sistem, Piter, SPb., 2000, 384 s. [2] Joseph C. Giarratano, Gary D. Riley, Expert Systems: Principles and Programming, Fourth Edition, Course Technology, 2004, 842 pp. [3] Peter Jackson, Introduction to Expert Systems, 3rd Ed, Addison-Wesley, 1998, 542 pp. [4] F. Hejes-Rot, D. Uotermen, D. Lenat, Postroenie jekspertnyh sistem, Mir, M., 1987, 441 s. [5] D. Uotermen, Rukovodstvo po jekspertnym sistemam, Per. s angl., Mir, M., 1989, 388 s. [6] W.J. Clancey, «Heuristic Classification», Artificial Intelligence, 1985, №27, 289–350. [7] Je.V. Popov, I.B. Fominyh, E.B. Kisel', M.D. Shapot, Staticheskie i dinamicheskie jekspertnye sistemy, Uchebnoe posobie, Finansy i statistika, M., 1996, 318 s. [8] Ju.F. Tel'nov, Intellektual'nye informacionnye sistemy, MJeSI, M., 2004, 246 s. [9] S.N. Pavlov, Sistemy iskusstvennogo intellekta, Ucheb. posobie. V 2-h chastjah. T. 1, Jel' Kontent, Tomsk, 2011, 176 s. [10] D. Sriram, M. L. Maher and S. J. Fenves, «Knowledge-Based Expert Systems for Structural Design», Computers and Structures, 1985, №1, 1–9. [11] M.D. Rychener, «Expert systems for engineering design», Expert Systems, 2:1 (1985), 30–44. [12] S. Rassel, P. Norvig, Iskusstvennyj intellekt. Sovremennyj podhod, Izd. dom «Vil'jams», M., 2007, 1408 s. [13] I. Bratko, Algoritmy iskusstvennogo intellekta na jazyke PROLOG, 3-e izdanie. Per. s angl., Izd. dom «Vil'jams», M., 2001, 640 s. [14] Je.V. Popov, G.R. Firdman, Algoritmicheskie osnovy intellektual'nyh robotov i iskusstvennogo intellekta, Glavnaja redakcija fiziko-matematicheskoj literatury izd-va «Nauka», M., 1976, 456 s. [15] F.M. Moskalenko, «Zadacha medicinskoj diagnostiki i algoritm ejo reshenija, dopuskajushhij rasparallelivanie», Informatika i sistemy upravlenija, 2005, №2(10), 52–63. [16] A.S. Kleshhev, S.V. Smagin, «Zadachi induktivnogo formirovanija znanij dlja ontologii medicinskoj diagnostiki», Nauchno-tehnicheskaja informacija, Serija 2. Informacionnye processy i sistemy. T. 1, VINITI RAN, M., 2012, 9–21. [17] A.I. Mal'cev, Algebraicheskie sistemy, Nauka, M., 1970, 392 s. [18] Bol'shoj Rossijskij jenciklopedicheskij slovar', BRJe, M., 2003. [19] A.S. Kleshhev, M.Ju. Chernjahovskaja, F. M. Moskalenko, «Model' ontologii predmetnoj oblasti «Medicinskaja diagnostika». Chast' 1. Neformal'noe opisanie i opredelenie bazovyh terminov», Serija 2, 2005. [20] A.S. Kleshhev, E.A. Shalfeeva, «Soderzhanie sistemnogo analiza pri avtomatizacii intellektual'noj dejatel'nosti na urovne otrasli», Materialy IV Mezhdunar. nauchn.-tehn. konf. «Otkrytye semanticheskie tehnologii proektirovanija intellektual'nyh sistem» (OSTIS-2014), BGUIR, Minsk, 2014, 285–290. |