Developing churn models using data mining techniques and social network analysis 的封面图片
Developing churn models using data mining techniques and social network analysis
题名:
Developing churn models using data mining techniques and social network analysis
ISBN:
9781466662896
PRODUCTION_INFO:
Hershey, Pennsylvania (701 E. Chocolate Avenue, Hershey, Pa., 17033, USA) : IGI Global, [2015]
物理描述:
PDFs (308 pages).
一般注释:
"Research essentials collection".
内容:
Churn problem in everyday business -- Setting (realistic) business aims -- Data mining techniques for churn mitigation/detection: intrinsic attributes approach -- Social network analysis (SNA) for churn mitigation/detection: introduction and metrics -- Data preparation and churn detection -- Churn analysis using selected structured analytic techniques -- Attribute relevance analysis -- From churn models to churn solution -- Measuring predictive power -- Churn model development, monitoring, and adjustment -- Churn case studies.
摘要:
"This book provides an in-depth analysis of attrition modeling relevant to business planning and management, offering insightful and detailed explanation of best practices, tools, and theory surrounding churn prediction and the integration of analytic tools"--Provided by publisher.
附加团体著者:

语言:
英文