{"title":"大数据下电子商务平台基于行为的价格歧视分析与研究","authors":"Xueying Yu, Shudong Yang, Huiyi Tian","doi":"10.1109/IWECAI50956.2020.00023","DOIUrl":null,"url":null,"abstract":"Personalization has become an important feature of many web services in recent years. However, there is mounting evidence that e-commerce sites are using personalization algorithms to implement price discrimination based on consumers' behavior. This paper first gives a brief introduction of behavior-based price discrimination (BBPD), and summaries relevant research of how to examine BBPD on different platform. Then we provide a use case study to further explain the existence of BBPD on e-commerce platform. At the end of this paper, further research directions are provided for the study of personalized pricing for future works.","PeriodicalId":364789,"journal":{"name":"2020 International Workshop on Electronic Communication and Artificial Intelligence (IWECAI)","volume":"119 1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Analysis and Research on Behavior-Based Price Discrimination on E-Commerce Platform under Big Data\",\"authors\":\"Xueying Yu, Shudong Yang, Huiyi Tian\",\"doi\":\"10.1109/IWECAI50956.2020.00023\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Personalization has become an important feature of many web services in recent years. However, there is mounting evidence that e-commerce sites are using personalization algorithms to implement price discrimination based on consumers' behavior. This paper first gives a brief introduction of behavior-based price discrimination (BBPD), and summaries relevant research of how to examine BBPD on different platform. Then we provide a use case study to further explain the existence of BBPD on e-commerce platform. At the end of this paper, further research directions are provided for the study of personalized pricing for future works.\",\"PeriodicalId\":364789,\"journal\":{\"name\":\"2020 International Workshop on Electronic Communication and Artificial Intelligence (IWECAI)\",\"volume\":\"119 1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-06-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 International Workshop on Electronic Communication and Artificial Intelligence (IWECAI)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IWECAI50956.2020.00023\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 International Workshop on Electronic Communication and Artificial Intelligence (IWECAI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IWECAI50956.2020.00023","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Analysis and Research on Behavior-Based Price Discrimination on E-Commerce Platform under Big Data
Personalization has become an important feature of many web services in recent years. However, there is mounting evidence that e-commerce sites are using personalization algorithms to implement price discrimination based on consumers' behavior. This paper first gives a brief introduction of behavior-based price discrimination (BBPD), and summaries relevant research of how to examine BBPD on different platform. Then we provide a use case study to further explain the existence of BBPD on e-commerce platform. At the end of this paper, further research directions are provided for the study of personalized pricing for future works.