文章基本信息

标题：Research on the Personalized Recommendation Algorithm for Hairdressers
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作者：Zhixin Liang ; Fengying Wang
期刊名称：Open Journal of Modelling and Simulation
印刷版ISSN：2327-4018
电子版ISSN：2327-4026
出版年度：2016
卷号：04
期号：03
页码：102-108
DOI：10.4236/ojmsi.2016.43009
语种：English
出版社：Scientific Research Publishing
摘要：In order to retain customers, hairdressers usually persuade customers to be their members by offering membership card. This paper studies how to set up their recommendation system in the hairdressers. According to the membership information and consumer behavior, the hairdresser provides personalized recommendation to different members and lets customers experience personalized choices. A recommendation algorithm based on customer ratings and a customer classification method based on Logistic Regression Model are discussed in this paper. The former is used to recommend hair style and color to a customer. The latter is used to determine whether to recommend some maintenance programs to a customer or not.
关键词：Recommender System;The Nearest Neighbor Recommendation;Classify;Logistic Regression