模糊相似测度与直觉模糊相似测度的语言因素整合研究

Int. J. Synth. Emot. Pub Date : 1900-01-01 DOI:10.4018/ijse.2019010101

P. Phong, V. T. Hue

{"title":"模糊相似测度与直觉模糊相似测度的语言因素整合研究","authors":"P. Phong, V. T. Hue","doi":"10.4018/ijse.2019010101","DOIUrl":null,"url":null,"abstract":"The article is concerned with integrating linguistic elements into fuzzy similarity measures and intuitionistic fuzzy similarity measure. Some new concepts are proposed: a fuzzy linguistic value (FLv), a fuzzy linguistic vector (FLV), an intuitionistic fuzzy linguistic vector (ILV) and similarity measures. The proposed measures are used to build classification algorithms. As predicted theoretically, experiments show that with the same type of similarity measures, the linguistic-aggregated similarity measures produce better results in classification problems.","PeriodicalId":272943,"journal":{"name":"Int. J. Synth. Emot.","volume":"251 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"On Integration Linguistic Factors to Fuzzy Similarity Measures and Intuitionistic Fuzzy Similarity Measures\",\"authors\":\"P. Phong, V. T. Hue\",\"doi\":\"10.4018/ijse.2019010101\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The article is concerned with integrating linguistic elements into fuzzy similarity measures and intuitionistic fuzzy similarity measure. Some new concepts are proposed: a fuzzy linguistic value (FLv), a fuzzy linguistic vector (FLV), an intuitionistic fuzzy linguistic vector (ILV) and similarity measures. The proposed measures are used to build classification algorithms. As predicted theoretically, experiments show that with the same type of similarity measures, the linguistic-aggregated similarity measures produce better results in classification problems.\",\"PeriodicalId\":272943,\"journal\":{\"name\":\"Int. J. Synth. Emot.\",\"volume\":\"251 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1900-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Int. J. Synth. Emot.\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.4018/ijse.2019010101\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Int. J. Synth. Emot.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.4018/ijse.2019010101","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 1

摘要

本文研究了将语言要素整合到模糊相似测度和直觉模糊相似测度中。提出了一些新的概念:模糊语言值(FLv)、模糊语言向量(FLv)、直觉模糊语言向量(ILV)和相似度量。将提出的度量用于构建分类算法。正如理论预测的那样，实验表明，在相同类型的相似度度量下，语言聚合相似度度量在分类问题上取得了更好的结果。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

On Integration Linguistic Factors to Fuzzy Similarity Measures and Intuitionistic Fuzzy Similarity Measures

The article is concerned with integrating linguistic elements into fuzzy similarity measures and intuitionistic fuzzy similarity measure. Some new concepts are proposed: a fuzzy linguistic value (FLv), a fuzzy linguistic vector (FLV), an intuitionistic fuzzy linguistic vector (ILV) and similarity measures. The proposed measures are used to build classification algorithms. As predicted theoretically, experiments show that with the same type of similarity measures, the linguistic-aggregated similarity measures produce better results in classification problems.

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

Int. J. Synth. Emot.

自引率

0.00%

发文量