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An Architecture for Making Judgments Using Computing With Words
International Journal of Applied Mathematics and Computer Science, Tome 12 (2002) no. 3, pp. 325-335
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Our thesis is that computing with words needs to account for the uncertainties associated with the meanings of words, and that these uncertainties require using type-2 fuzzy sets. Doing this leads to a proposed architecture for making judgments by means of computing with words, i.e., to a perceptual computer - the Per-C. The Per-C includes an encoder, a type-2 rule-based fuzzy logic system, and a decoder. It lets all human-computer interactions be performed using words. In this paper, a quantitative language is established for the Per-C, and many open issues about the perceptual computer are described.
Keywords: computing with words, footprint of uncertainty, perceptual computer, type-2 fuzzy logic system, judgments
Mots-clés : informatyka 
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     author = {Mendel, J. M.},
     title = {An {Architecture} for {Making} {Judgments} {Using} {Computing} {With} {Words}},
     journal = {International Journal of Applied Mathematics and Computer Science},
     pages = {325--335},
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     volume = {12},
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     language = {en},
     url = {http://geodesic.mathdoc.fr/item/IJAMCS_2002_12_3_a1/}
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Mendel, J. M. An Architecture for Making Judgments Using Computing With Words. International Journal of Applied Mathematics and Computer Science, Tome 12 (2002) no. 3, pp. 325-335. http://geodesic.mathdoc.fr/item/IJAMCS_2002_12_3_a1/