H. T, H. T, Sushma G, Charankumar Reddy P, Mohammad Thahir S
{"title":"使用机器学习算法通过客户行为预测客户流失","authors":"H. T, H. T, Sushma G, Charankumar Reddy P, Mohammad Thahir S","doi":"10.47392/irjash.2023.s045","DOIUrl":null,"url":null,"abstract":"Customers are becoming more concerned to the quality of service (QoS) offered by organizations in the present. However, the present day shows greater rivalry in offering the clients with technologically innovative QoS. However, an orga-nization may benefit from effective customer relationship management systems in order to increase sales, maintain relationships with existing customers and improve customer retention. The customer retention strategies can benefit greatly by the use of machine learning models like Decision Tree, Na¨ıve-Bayes Classification, Logistic Regression algorithms.","PeriodicalId":244861,"journal":{"name":"International Research Journal on Advanced Science Hub","volume":"6 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Predict Customer Churn through Customer Behaviour using Machine Learning Algorithms\",\"authors\":\"H. T, H. T, Sushma G, Charankumar Reddy P, Mohammad Thahir S\",\"doi\":\"10.47392/irjash.2023.s045\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Customers are becoming more concerned to the quality of service (QoS) offered by organizations in the present. However, the present day shows greater rivalry in offering the clients with technologically innovative QoS. However, an orga-nization may benefit from effective customer relationship management systems in order to increase sales, maintain relationships with existing customers and improve customer retention. The customer retention strategies can benefit greatly by the use of machine learning models like Decision Tree, Na¨ıve-Bayes Classification, Logistic Regression algorithms.\",\"PeriodicalId\":244861,\"journal\":{\"name\":\"International Research Journal on Advanced Science Hub\",\"volume\":\"6 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-05-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Research Journal on Advanced Science Hub\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.47392/irjash.2023.s045\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Research Journal on Advanced Science Hub","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.47392/irjash.2023.s045","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Predict Customer Churn through Customer Behaviour using Machine Learning Algorithms
Customers are becoming more concerned to the quality of service (QoS) offered by organizations in the present. However, the present day shows greater rivalry in offering the clients with technologically innovative QoS. However, an orga-nization may benefit from effective customer relationship management systems in order to increase sales, maintain relationships with existing customers and improve customer retention. The customer retention strategies can benefit greatly by the use of machine learning models like Decision Tree, Na¨ıve-Bayes Classification, Logistic Regression algorithms.