An Insight Into The Z-number Approach To CWW
Citations
16 citations
16 citations
Cites methods from "An Insight Into The Z-number Approa..."
...Because the GEP is the main tool for manipulating Z-numbers [2, 42, 43, 76, 126, 151], the connections between ACWW and computing with Z-numbers is also an interesting topic for future research....
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15 citations
Cites background from "An Insight Into The Z-number Approa..."
...Studies about Z-numbers and its applications can be found in Aliev et al. (2015), Azadeh et al. (2013), Kang et al. (2012a, 2012b), Salari et al. (2014), Yager (2012), Pal et al. (2013), and Tadayon and Tadayon (2012)....
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14 citations
Cites background from "An Insight Into The Z-number Approa..."
...The paper [7] suggests the use of Z number in the perception of the uncertainty of the information conveyed by a natural language statement and to merge human-affective perspectiveswithComputingwithWords (CWW)....
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14 citations
Cites background from "An Insight Into The Z-number Approa..."
...Refer to [27, 28] for a discussion on the generic architecture and algorithm for CWW....
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...1 Z-Number Based Algorithm for CWW [27, 28]...
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...3 [refer to [27, 28] for other simulation examples]....
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...Let S1 and S2 be two natural language statements, and Z1 = <X1, A1, B1> and Z2 = <X2, A2, B2> be the Z-valuations of S1 and S2 respectively • Operator for the intersection of perceptions ð∩ PÞ [27, 28]...
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References
15,068 citations
"An Insight Into The Z-number Approa..." refers background in this paper
...(ii) The 'FrameNet' [3], 'WordNet' [14, 5] and 'ConceptNet' [6] projects could come to the aide of the creation of the semantic nets, synonym clusters and common-sense semantic nets, respectively....
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13,049 citations
"An Insight Into The Z-number Approa..." refers background in this paper
...(ii) The 'FrameNet' [3], 'WordNet' [14, 5] and 'ConceptNet' [6] projects could come to the aide of the creation of the semantic nets, synonym clusters and common-sense semantic nets, respectively....
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8,547 citations
"An Insight Into The Z-number Approa..." refers background in this paper
...The Z-number draws on the concepts in [24], [21], [22], [23] and [27], and is subtly inspired by [7]....
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...The concepts of CWW are essentially rooted in [24], [21], [22] and [23], [27], where Zadeh equates the concepts of fuzzy logic to CWW, describes the rationale underlying fuzzy linguistics and information granulation, elucidates the concept of the test-score semantics that associates all natural language statements to degrees of constraint satisfaction, explains the precisiation of natural language, and illustrates the computational theory of perceptions, respectively....
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6,137 citations
3,093 citations
"An Insight Into The Z-number Approa..." refers background in this paper
...The concepts of CWW are essentially rooted in [24], [21], [22] and [23], [27], where Zadeh equates the concepts of fuzzy logic to CWW, describes the rationale underlying fuzzy linguistics and information granulation, elucidates the concept of the test-score semantics that associates all natural language statements to degrees of constraint satisfaction, explains the precisiation of natural language, and illustrates the computational theory of perceptions, respectively....
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...The Z-number draws on the concepts in [24], [21], [22], [23] and [27], and is subtly inspired by [7]....
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...[24] and [26] assert that CWW is imperative when:...
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...The human brain, possesses an amazing decision-making ability, based on 'perceptions' encoded in the 'words' and 'phrases' in natural language sentences - giving rise to the “Computing with Words (CWW) [24]” paradigm....
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...Computing with Words (CWW), however, refers to an entire “paradigm shift”, where the elements of manipulation are no longer numbers but 'words' and 'phrases' in natural language statements [24], [26]....
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