Qianqian Deng, Ruomei Wang, Zixiao Gong, Guifeng Zheng, Zhuo Su
{"title":"个性化服装推荐算法的研究与实现","authors":"Qianqian Deng, Ruomei Wang, Zixiao Gong, Guifeng Zheng, Zhuo Su","doi":"10.1109/ICDH.2018.00046","DOIUrl":null,"url":null,"abstract":"Research of the clothing recommendation algorithm is important that can be used to provide a more efficient method for consumers to select their expected clothing. Considering the characteristics of clothing product, in this paper, a personalized clothing recommendation algorithm based on fine-grained attributes is reported. In this method, the fine-grained attributes of the clothing are established based on clothing image. And a personalized clothing attributes preference model for each user combining with the fine-grained attributes of the clothing and personal parameters is built. This method is used in an application system based on client/server framework and a mobile phone software based on the Android platform.","PeriodicalId":117854,"journal":{"name":"2018 7th International Conference on Digital Home (ICDH)","volume":"151 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":"{\"title\":\"Research and Implementation of Personalized Clothing Recommendation Algorithm\",\"authors\":\"Qianqian Deng, Ruomei Wang, Zixiao Gong, Guifeng Zheng, Zhuo Su\",\"doi\":\"10.1109/ICDH.2018.00046\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Research of the clothing recommendation algorithm is important that can be used to provide a more efficient method for consumers to select their expected clothing. Considering the characteristics of clothing product, in this paper, a personalized clothing recommendation algorithm based on fine-grained attributes is reported. In this method, the fine-grained attributes of the clothing are established based on clothing image. And a personalized clothing attributes preference model for each user combining with the fine-grained attributes of the clothing and personal parameters is built. This method is used in an application system based on client/server framework and a mobile phone software based on the Android platform.\",\"PeriodicalId\":117854,\"journal\":{\"name\":\"2018 7th International Conference on Digital Home (ICDH)\",\"volume\":\"151 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"7\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 7th International Conference on Digital Home (ICDH)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICDH.2018.00046\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 7th International Conference on Digital Home (ICDH)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICDH.2018.00046","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Research and Implementation of Personalized Clothing Recommendation Algorithm
Research of the clothing recommendation algorithm is important that can be used to provide a more efficient method for consumers to select their expected clothing. Considering the characteristics of clothing product, in this paper, a personalized clothing recommendation algorithm based on fine-grained attributes is reported. In this method, the fine-grained attributes of the clothing are established based on clothing image. And a personalized clothing attributes preference model for each user combining with the fine-grained attributes of the clothing and personal parameters is built. This method is used in an application system based on client/server framework and a mobile phone software based on the Android platform.