Telecommunications Industry: Analysis on Customer Attrition Prediction and Segmentation

نویسندگان

چکیده

Churn prediction is essential for the survival of every business as it allows proactive action planning, whereas customer segmentation an effective grouping approach commonly used product marketing and relationship management. This paper analyzes current development attrition telecommunications (telco) industry, explores integration both approaches that results in actionable matrix framework retention. consists four parts: review analyses on machine learning techniques prediction, applied segmentation, framework, finally provides discussions future works. The background applications these are introduced this so businesses can apply their needs. Most importantly, lays out directions works to be done telco churn management based improvements needed form state art.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Customer Segmentation and Customer Profiling for a Mobile Telecommunications Company Based on Usage Behavior

Vodafone, an International mobile telecommunications company, has accumulated vast amounts of data on consumer mobile phone behavior in a data warehouse. The magnitude of this data is so huge that manual analysis of data is not feasible. However, this data holds valuable information that can be applied for operational and strategical purposes. Therefore, in order to extract such information fro...

متن کامل

Assessment of Tools in the Telecommunications Industry: A Customer Perspective

The Information Technology Procurement & supplier Quality department of Bell Canada is responsible for the procurement of complex sofrware products. To assess and manage the risks related to these acquisitions, we have developed methods and tools that combine process capability assessment and software product assessment, This provides us with a generic view of the deployment of software tools a...

متن کامل

Enhancing Customer Experience within the Mobile Telecommunications Industry

Given that organizations find it increasingly hard to differentiate products and services, customer experience is viewed as the ’new battleground’. New digital technologies, such as mobile telecommunication services, are not immune from this and providers are increasingly having to consider all aspects of their offering – concentrating not just on the technology, but on the wider information sy...

متن کامل

Assessing the impact of derived behavior information on customer attrition in the financial service industry

The value of the customer has been widely recognised in terms of financial planning and efficient resource allocation including the financial service industry. Previous studies have shown that directly observable information can be used in order to make reasonable predictions of customer attrition probabilities. However, these studies do not take full account of customer behavior information. I...

متن کامل

Customer attrition analysis for financial services using proportional hazard models

This paper studies the topic of customer attrition in the context of a European financial services company. More specifically, we investigate predictors of churn incidence as part of customer relationship management (CRM). We contribute to the existing literature: (1) by combining several different types of predictors into one comprehensive retention model including several ‘new’ types of time-...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: BCP business & management

سال: 2023

ISSN: ['2692-6156']

DOI: https://doi.org/10.54691/bcpbm.v38i.4195