一种基于知识因素的模糊度量确定方法

Fachao Li, Zan Zhang
{"title":"一种基于知识因素的模糊度量确定方法","authors":"Fachao Li, Zan Zhang","doi":"10.1109/ICMLC.2012.6359483","DOIUrl":null,"url":null,"abstract":"This paper presents a method to determine the fuzzy measure based on knowledge factors, in order to solve the problem of interaction among indices in the comprehensive evaluation, and make full use of the knowledge existing in the information system. The method can be used as a strategy for measuring the significance of the attributes. Furthermore, the Choquet integral is an important aggregation operator used in various fields. In combination with the Choquet integral, the method is applied to the assessment of graduate scholarship. The result shows that the method offers good interpretation and operation.","PeriodicalId":128006,"journal":{"name":"2012 International Conference on Machine Learning and Cybernetics","volume":"21 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A method of determining the fuzzy measure based on knowledge factors\",\"authors\":\"Fachao Li, Zan Zhang\",\"doi\":\"10.1109/ICMLC.2012.6359483\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper presents a method to determine the fuzzy measure based on knowledge factors, in order to solve the problem of interaction among indices in the comprehensive evaluation, and make full use of the knowledge existing in the information system. The method can be used as a strategy for measuring the significance of the attributes. Furthermore, the Choquet integral is an important aggregation operator used in various fields. In combination with the Choquet integral, the method is applied to the assessment of graduate scholarship. The result shows that the method offers good interpretation and operation.\",\"PeriodicalId\":128006,\"journal\":{\"name\":\"2012 International Conference on Machine Learning and Cybernetics\",\"volume\":\"21 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2012-07-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2012 International Conference on Machine Learning and Cybernetics\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICMLC.2012.6359483\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 International Conference on Machine Learning and Cybernetics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICMLC.2012.6359483","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

为了解决综合评价中指标间的交互问题,充分利用信息系统中已有的知识,提出了一种基于知识因素确定模糊测度的方法。该方法可以作为度量属性重要性的一种策略。此外,Choquet积分是一种重要的聚合算子,应用于各个领域。将该方法与Choquet积分相结合,应用于研究生奖学金的评定。结果表明,该方法具有较好的解释性和可操作性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A method of determining the fuzzy measure based on knowledge factors
This paper presents a method to determine the fuzzy measure based on knowledge factors, in order to solve the problem of interaction among indices in the comprehensive evaluation, and make full use of the knowledge existing in the information system. The method can be used as a strategy for measuring the significance of the attributes. Furthermore, the Choquet integral is an important aggregation operator used in various fields. In combination with the Choquet integral, the method is applied to the assessment of graduate scholarship. The result shows that the method offers good interpretation and operation.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信