Ontological approach to development of computing with words based systems

被引：0

作者：

Reformat, Marek ^{[1
]}

Ly, Cuong ^{[1
]}

机构：

[1] Electrical and Computer Engineering, University of Alberta, Edmonton, AB T6G 2V4, Canada

来源：

International Journal of Approximate Reasoning | 2009年 / 50卷 / 01期

关键词：

Computing with words introduced by Zadeh becomes a very important concept in processing of knowledge represented in the form of propositions. Two aspects of this concept - approximation and personalization - are essential to the process of building intelligent systems for human-centric computing. For the last several years; Artificial Intelligence community has used ontology as a means for representing knowledge. Recently; the development of a new Internet paradigm - the Semantic Web - has led to introduction of another form of ontology. It allows for defining concepts; identifying relationships among these concepts; and representing concrete information. In other words; an ontology has become a very powerful way of representing not only information but also its semantics. The paper proposes an application of ontology; in the sense of the Semantic Web; for development of computing with words based systems capable of performing operations on propositions including their semantics. The ontology-based approach is very flexible and provides a rich environment for expressing different types of information including perceptions. It also provides a simple way of personalization of propositions. An architecture of computing with words based system is proposed. A prototype of such a system is described. © 2008;

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摘要：

Journal article (JA)

引用

页码：72 / 91

共 50 条

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