Inteligencja obliczeniowa w wybranych kognitywnych systemach informatycznych

• Autorzy: Ogiela L. , Tadeusiewicz R.

Warianty tytułu

EN

Computational intelligence in selected cognitive IT systems

• Języki publikacji: PL

Abstrakty

PL

W pracy są przedstawione najważniejsze zagadnienia związane z tematyką kognitywnej kategoryzacji dla kognitywnych systemów informacyjnych. Początkowo jest dokonana klasyfikacja systemów kognitywnej analizy danych oraz ich geneza i rozwój, a w dalszej części pracy omówiona jest klasa systemów UBMSS (Understanding Based Management Support Systems). Klasa UBMSS jest swoistego rodzaju automatycznym wspomaganiem procesu podejmowania decyzji strategiczno-finansowych przedsiębiorstw. W odniesieniu do omawianej tematyki klasa systemów UBMSS jest przedstawiona jako element wspomagający zarządzanie jednostkami.

EN

Key problems of cognitive categorization in cognitive information systems are presented in the publication. Cognitive data analysis systems will first be classified, then their genesis and development will be presented, and then their main class will be discussed - UBMSS (Understanding Based Management Support Systems). UBMSS systems provide automatic support for the strategic and financial decision-making process in enterprises. Due to the subject discussed here, UBMSS systems will be presented as assets supporting the management of units. This publication presented intelligent systems for cognitive data analysis and categorization with a particular emphasis on strategic analysis systems used to analyse financial and economical data. This type of systems used to interpret, analyse and reason work following the operating principles of cognitive information system. Cognitive systems interpret all data by extracting semantic levels from them. Thus the course of human processes of leaning about the described phenomenon becomes the foundation for developing cognitive systems which are called cognitive data analysis systems.

Słowa kluczowe

PL

informatyka kognitywna; analiza kognitywna; inteligencja obliczeniowa; inteligentne systemy informatyczne; systemy kognitywnej kategoryzacji; systemy UBMSS (Understanding Based Management Support Systems)

EN

cognitive informatics; cognitive analysis; computational intelligence; intelligent systems; cognitive categorization systems; UBMSS systems (understanding based management support systems)

• Wydawca: Wydawnictwo PAK
• Czasopismo: Pomiary Automatyka Kontrola
• Rocznik: 2011
• Tom: R. 57, nr 2
• Strony: 215--219
• Opis fizyczny: Bibliogr. 12 poz., rys., wzory

Twórcy

autor

Ogiela L.

autor

Tadeusiewicz R.

• Akademia Górniczo-Hutnicza, Al. Mickiewicza 30, 30-059 Kraków,

Bibliografia

• [1] Albus J. S., Meystel A. M.: Engineering of Mind – An Introduction to the Science of Intelligent Systems. A Wiley-Interscience Publication John Wiley & Sons Inc., 2001.
• [2] Branquinho J. (Eds.): The Foundations of Cognitive Science. Clarendon Press, Oxford, 2001.
• [3] Chomsky N.: Language and Problems of Knowledge: The Managua Lectures. MIT Press, Cambridge, MA, 1988.
• [4] Cohen H., Lefebvre C. (Eds.): Handbook of Categorization in Cognitive Science. Elsevier, The Netherlands, 2005.
• [5] Meystel A. M., Albus J. S.: Intelligent Systems-Architecture, Design, and Control. A Wiley-Interscience Publication John Wiley & Sons, Inc., Canada, 2002.
• [6] Ogiela L.: UBMSS (Understanding Based Managing Support Systems) as an Example of the Application of Cognitive Analysis in Data Analysis. CISIM 2007, IEEE Proc. 6th International Conf. CISIM’07-Computer Information Systems and Industrial Management Applications, Ełk, Poland, 28-30 June 2007, pp. 77-80.
• [7] Skomorowski M.: Use of random graph parsing for scene labeling by probabilistic relaxation. Pattern Recognition Letters, vol. 20, no 9, 1999, p. 949-956.
• [8] Skomorowski M.: Syntactic recognition of distorted patterns by means of random graph parsing. Pattern Recognition Letters, vol. 28, no. 5, 2007, p. 572-581.
• [9] Tadeusiewicz R., Ogiela L., Ogiela M.R.: Cognitive Analysis Techniques in Business Planning and Decision Support Systems. In: L. Rutkowski et al. (Ed.), ICAISC 2006, LNAI 4029, Springer-Verlag Berlin Heidelberg, 2006, pp. 1027-1039.
• [10] Tadeusiewicz R., Ogiela M. R.: Why Automatic Understanding? Springer-Verlag Berlin Heidelberg LNCS Vol. 4432, 2007, pp. 477-491.
• [11] Tadeusiewicz R., Ogiela M. R., Ogiela L.: A New Approach to the Computer Support of Strategic Decision Making in Enterprises by Means of a New Class of Understanding Based Management Support Systems. In K. Saeed, A. Abraham, R. Mosdorf (Eds.) CISIM 2007 – IEEE 6th Int. Conf. on Computer Information Systems and Industrial Management Applications Elk, Poland, June 28-30, 2007, pp. 9-13.
• [12] Zhong N., Raś Z. W., Tsumoto S., Suzuki E. (Eds.): Foundations of Intelligent Systems. 14th Int. Symp., ISMIS 2003, Maebashi City, Japan.