{"title":"基于Choquet积分的移动VoD应用的qos到qoe映射","authors":"Yanwei Liu, Jinxia Liu, Zhen Xu, S. Ci","doi":"10.1109/IWQoS.2016.7590441","DOIUrl":null,"url":null,"abstract":"Today, how to accurately predict the quality of experience (QoE) of the networking service is a very important issue for the network operator to optimize the service. However, due to the complex multi-dimensional characteristics of QoE, QoE estimation is extremely challenging. With utilizing the advantages of quality of service (QoS) in evaluating the networking performance, we exploit QoS/QoE correlation to predict QoE by building a QoSto-QoE mapping relationship. To fully consider the inter-dependency among QoS parameters towards forming the QoE, a Choquet integral based fuzzy measurement method is used to map QoS to QoE. Via extensive experiments in mobile VoD applications, the advancement and effectiveness of the proposed method are verified.","PeriodicalId":304978,"journal":{"name":"2016 IEEE/ACM 24th International Symposium on Quality of Service (IWQoS)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-06-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"Choquet integral based QoS-to-QoE mapping for mobile VoD applications\",\"authors\":\"Yanwei Liu, Jinxia Liu, Zhen Xu, S. Ci\",\"doi\":\"10.1109/IWQoS.2016.7590441\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Today, how to accurately predict the quality of experience (QoE) of the networking service is a very important issue for the network operator to optimize the service. However, due to the complex multi-dimensional characteristics of QoE, QoE estimation is extremely challenging. With utilizing the advantages of quality of service (QoS) in evaluating the networking performance, we exploit QoS/QoE correlation to predict QoE by building a QoSto-QoE mapping relationship. To fully consider the inter-dependency among QoS parameters towards forming the QoE, a Choquet integral based fuzzy measurement method is used to map QoS to QoE. Via extensive experiments in mobile VoD applications, the advancement and effectiveness of the proposed method are verified.\",\"PeriodicalId\":304978,\"journal\":{\"name\":\"2016 IEEE/ACM 24th International Symposium on Quality of Service (IWQoS)\",\"volume\":\"34 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-06-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2016 IEEE/ACM 24th International Symposium on Quality of Service (IWQoS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IWQoS.2016.7590441\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 IEEE/ACM 24th International Symposium on Quality of Service (IWQoS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IWQoS.2016.7590441","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Choquet integral based QoS-to-QoE mapping for mobile VoD applications
Today, how to accurately predict the quality of experience (QoE) of the networking service is a very important issue for the network operator to optimize the service. However, due to the complex multi-dimensional characteristics of QoE, QoE estimation is extremely challenging. With utilizing the advantages of quality of service (QoS) in evaluating the networking performance, we exploit QoS/QoE correlation to predict QoE by building a QoSto-QoE mapping relationship. To fully consider the inter-dependency among QoS parameters towards forming the QoE, a Choquet integral based fuzzy measurement method is used to map QoS to QoE. Via extensive experiments in mobile VoD applications, the advancement and effectiveness of the proposed method are verified.
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