Automatic Data Understanding: the Tool for Intelligent Man-Machine Communication

Authors

Wladyslaw Homenda, Faculty of Mathematics and Information Science, Warsaw University of Technology, ul. Koszykowa 75, 00-662 Warsaw, Poland\\ Faculty of Economics and Informatics in Vilnius, University of Bialystok, Kalvariju G. 135, LT-08221 Vilnius, LithuaniaFollow
Witold Pedrycz, Department of Electrical & Computer Engineering, University of Alberta, Edmonton T6R 2G7 AB Canada\\ Department of Electrical and Computer Engineering, Faculty of Engineering, King Abdulaziz University Jeddah, 21589, Saudi Arabia\\ Systems Research Institute, Polish Academy of Sciences, ul. Newelska 6, 01-447 Warsaw, PolandFollow

Author Country (or Countries)

Lithuania

Abstract

The paper is focused on man-machine communication, which is perceived in terms of data exchange. Understanding data being exchanged is the fundamental property of intelligent communication. The main objective of this paper is to introduce the paradigm of intelligent data understanding. The paradigm stems from syntactic and semantic characterization of data and is soundly based on the paradigm of granular structuring of data and computation. The paper does not introduce a formal theory of intelligent data understanding. Instead this paradigm as well as notions of granularity, semantics and syntax are cast within the domain of music information. The domain immersion is forced by a substantial dependence of details of the paradigm of automatic data understanding on application in a given domain.

Digital Object Identifier (DOI)

http://dx.doi.org/10.18576/amis/100105

Recommended Citation

Homenda, Wladyslaw and Pedrycz, Witold (2016) "Automatic Data Understanding: the Tool for Intelligent Man-Machine Communication," Applied Mathematics & Information Sciences: Vol. 10: Iss. 1, Article 5.
DOI: http://dx.doi.org/10.18576/amis/100105
Available at: https://digitalcommons.aaru.edu.jo/amis/vol10/iss1/5