Zobrazeno 1 - 10
of 4 730
pro vyhledávání: '"churn"'
Publikováno v:
Aslib Journal of Information Management, 2023, Vol. 76, Issue 6, pp. 974-995.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/AJIM-01-2023-0003
Publikováno v:
Journal of Big Data, Vol 11, Iss 1, Pp 1-31 (2024)
Abstract Customer churn is a common problem faced by many industries, including telecommunication industries. This has resulted in the development of advanced techniques for the prediction and prevention of customer churn. The availability of stored
Externí odkaz:
https://doaj.org/article/433ff6ea5d0f41e4858a27ff9b55013a
Autor:
Moien Mahdi, Mehdi Jabbari
Publikováno v:
Mathematics and Computational Sciences, Vol 5, Iss 3, Pp 58-79 (2024)
The non-contractual environment, many brands, and substitute products make customer retention relatively tricky in the fast-moving consumer goods market. In addition, there is no such thing as a completely loyal customer, as most buyers purchase from
Externí odkaz:
https://doaj.org/article/da75de32afa4498fab52fd0c9690e998
Autor:
Ngo Van-Binh, Vu Van-Hieu
Publikováno v:
Cybernetics and Information Technologies, Vol 24, Iss 3, Pp 3-20 (2024)
This study presents a novel multi-level Stacking model designed to enhance the accuracy of customer churn prediction in the banking sector, a critical aspect for improving customer retention. Our approach integrates four distinct machine-learning alg
Externí odkaz:
https://doaj.org/article/9b40dfc943314f9bb824f544621f67a6
A novel classification algorithm for customer churn prediction based on hybrid Ensemble-Fusion model
Autor:
Chenggang He, Chris H. Q. Ding
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-25 (2024)
Abstract Nowadays, customer churn issues are becoming more and more important, which is one of the most important metrics for evaluating the health of a business it is difficult to measure success without measuring customer churn metrics. However, it
Externí odkaz:
https://doaj.org/article/93786b4b19a24e8889a9b61504783e19
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-13 (2024)
Abstract Customer churn remains a critical concern for businesses, highlighting the significance of retaining existing customers over acquiring new ones. Effective prediction of potential churners aids in devising robust retention policies and effici
Externí odkaz:
https://doaj.org/article/e68ee702ccf245088b4980114c020f65
Publikováno v:
Heliyon, Vol 10, Iss 18, Pp e37360- (2024)
Effort-aware just-in-time software defect prediction (JIT-SDP) aims to effectively utilize the limited resources of software quality assurance (SQA) to detect more software defects. This improves the efficiency of SQA work and the quality of the soft
Externí odkaz:
https://doaj.org/article/43a447933f274be1a092ce1ab50a4e1c
Autor:
Hui Zhang, Weihua Zhang
Publikováno v:
Heliyon, Vol 10, Iss 17, Pp e37229- (2024)
Customer Relationship Management (CRM) is vital in modern business, aiding in the management and analysis of customer interactions. However, existing methods struggle to capture the dynamic and complex nature of customer relationships, as traditional
Externí odkaz:
https://doaj.org/article/409ecbbb6da14e7baa739965e7b589f3
Publikováno v:
Fountain Journal of Natural and Applied Sciences (FUJNAS), Vol 13, Iss 2 (2024)
Nowadays, there is no shortage of options for customers when choosing where to put their money. As a result, customer churn and engagement have become one of the top issues. With the increase in the number of service providers for the same targeted p
Externí odkaz:
https://doaj.org/article/1fa0fdc659b94b3e8c33b0644e91f209
Publikováno v:
Machine Learning with Applications, Vol 17, Iss , Pp 100567- (2024)
The study addresses customer churn, a major issue in service-oriented sectors like telecommunications, where it refers to the discontinuation of subscriptions. The research emphasizes the importance of recognizing customer satisfaction for retaining
Externí odkaz:
https://doaj.org/article/7a4b5b84480d41ed959c3452101ca02a