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Modeling with Words Based on Hedge Algebra

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Context-Aware Systems and Applications, and Nature of Computation and Communication (ICCASA 2018, ICTCC 2018)

Abstract

In this paper, we introduce a method for modeling with words based on hedge algebra using fuzzy cognitive map. Our model, called linguistic cognitive map, consists of set of vertices and edges with value to be linguistic variables. We figure out relationship between the length of linguistic variables for fuzzifying data and a number of partition from unit interval. We also prove finite properties of state space, generating from linguistic cognitive map.

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Correspondence to Nguyen Van Han .

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© 2019 ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

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Van Han, N., Vinh, P.C. (2019). Modeling with Words Based on Hedge Algebra. In: Cong Vinh, P., Alagar, V. (eds) Context-Aware Systems and Applications, and Nature of Computation and Communication. ICCASA ICTCC 2018 2018. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 266. Springer, Cham. https://doi.org/10.1007/978-3-030-06152-4_18

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  • DOI: https://doi.org/10.1007/978-3-030-06152-4_18

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-06151-7

  • Online ISBN: 978-3-030-06152-4

  • eBook Packages: Computer ScienceComputer Science (R0)

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