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Automatic Data Understanding: the Tool for Intelligent Man-Machine Communication |
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PP: 49-61 |
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doi:10.18576/amis/100105
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Author(s) |
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Wladyslaw Homenda,
Witold Pedrycz,
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Abstract |
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| 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. |
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