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Interval valued bipolar fuzzy weighted neutrosophic set(IVBFWN-set) is a new generalization of fuzzy set, bipolar fuzzy set, neutrosophic set and bipolar neutrosophic set so that it can handle uncertain information more flexibly in the process of decision making. Therefore, in this paper, we propose concept of IVBFWN-set and its operations. Also we give the IVBFWN-set weighted average operator and...
Peer assessment is useful for assessing an individual's contribution in a collaborative learning task. It is commonly used in institutions of higher education as normally each class has a large number of students. Peer assessment allows students to assess their group members' contributions. It also helps the instructor to arrive at an assessment that reflects individual's effort in a collaborative...
Based on the static factor analysis of innovation for a master's degree thesis database, a innovation evaluation method is employed to build the factor set, evaluation set, weight sets and fuzzy evaluation model using analytic hierarchy process and fuzzy synthesis evaluation method. The innovation of a master's degree thesis database is evaluated, and the effectiveness of this method is demonstrated...
This paper presents the construction of a fuzzy environmental quality index for decision support in municipal environmental management. Five groups of indicators were selected in order to obtain an equation that best represented reality in terms of environmental quality. The calculation was carried out using “fuzzy” mathematical concepts, with the aid of the package Fuzzy Logical Toolbox 2.1 for Matlab...
In this paper, we present and compare two-stage type-2 fuzzy logic advisor (FLA) for subjective decision making in the domain of students' performance evaluation. We test our proposed model for evaluating students' performance in our computer science and engineering department at HBCC/KFUPM in two domains namely cooperating training and capstone/senior project assessment where we find these FLAs very...
In this paper, a new fuzzy multiple attribute decision making approach, which is based on fuzzy variable and entropy weight, is proposed to deal with the problem of ranking and selection of alternatives. The proposed method can take both crisp and fuzzy inputs. Since there is much fuzzy information in the process of evaluation on investment in higher education, the approach is applied to evaluate...
Based on large amounts of information concerning classroom teaching quality collected in daily teaching and management, Neuro-FDT is introduced to the research on the undergraduate classroom teaching quality so as to find potential and valuable teaching information, fuzzy decision trees are powerful, top-down, hierarchical search methodology to extract human interpretable classification rules. However,...
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