Abstract | ||
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An interval model for linguistic labels is proposed by introducing bipolar semantic cells for concept representation. According to this model, the degree to which each element is a positive case of a given linguistic expression is an interval value. Fundamental to our approach is that there is an uncertain border area associated with linguistic labels. This is modeled by assuming that there are two uncertain boundaries for each linguistic label, resulting in a bipolar semantic cell for concept representation. The calculus of lower and upper neighborhood functions of linguistic expressions is developed and investigated. This then provides a framework for modelliong the vague concepts in uncertain reasoning. |
Year | DOI | Venue |
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2011 | 10.1007/978-3-642-24918-1_9 | IUKM |
Keywords | Field | DocType |
interval model,uncertain reasoning,interval value,linguistic expression,vague concept,uncertain boundary,concept representation,bipolar semantic cell,uncertain border area,linguistic label | Prototype theory,Vagueness,Expression (mathematics),Interval model,Artificial intelligence,Linguistics,Mathematics | Conference |
Volume | ISSN | Citations |
7027 | 0302-9743 | 2 |
PageRank | References | Authors |
0.40 | 7 | 2 |
Name | Order | Citations | PageRank |
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Yongchuan Tang | 1 | 588 | 77.47 |
Jonathan Lawry | 2 | 172 | 19.06 |