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A Complete Model for Evaluation System Based on Interval-Valued Fuzzy Soft Set

Authors: Hongwu Qin; Xiuqin Ma;

A Complete Model for Evaluation System Based on Interval-Valued Fuzzy Soft Set

Abstract

Interval-valued fuzzy soft set-based decision making and the related parameter reduction algorithms were proposed. However, up to the present, few documents have focused the entire model for evaluation and decision making on real-life applications of interval-valued fuzzy soft set. Accordingly, we propose a new and complete model based on interval-valued fuzzy soft set for evaluation systems, which consists of four parts: data collection and preprocess, decision making, parameter reduction, combination of data sets and further decision making, and apply it to three real-life evaluation systems, such as the Sydney Apartment Evaluation System, Lanzhou's University Evaluation System, and Australia Universities Evaluation System. From the experimental result, the proposed model is a good solution for real-life evaluation systems.

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Keywords

interval-valued fuzzy soft set, parameter reduction, Soft sets, Electrical engineering. Electronics. Nuclear engineering, evaluation system, decision making, TK1-9971

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    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Top 10%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Top 10%
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Top 10%
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
18
Top 10%
Top 10%
Top 10%
gold