Essays about: "Churn prediction"

Showing result 1 - 5 of 32 essays containing the words Churn prediction.

  1. 1. Comparison of Machine learningalgorithms on Predicting Churn withinMusic streaming service

    University essay from Blekinge Tekniska Högskola

    Author : Lahari Gaddam; Sree Lakshmi Hiranmayee Kadali; [2022]
    Keywords : Churn Prediction; Classification Algorithms; Machine Learning; Music Stream; Supervised Learning.;

    Abstract : Background: Customer churn prediction is one of the most popular part of bigbusinesses and often help the companies in customer retention and revenue generation.Customer churn may lead to huge loss of revenue and is important to analyzeand determine the cause for churn. READ MORE

  2. 2. Player Activity Sequence Analysis Using Process Mining : Player churn prediction and Abnormal player sequences detection using process mining on the data from a live game

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Varun Goud Maragoni; [2022]
    Keywords : Process mining; Sequence analysis; Churn prediction; Game analytics;

    Abstract : Background: Game analytics is a field that aims to analyze games and help in the enhancement of game development. Data mining is a prominent technique for game analytics. Recent advances in the field of process mining have motivated users to apply process mining to real-world scenarios in order to derive process-oriented insights. READ MORE

  3. 3. Customer loyalty, return and churn prediction through machine learning methods : for a Swedish fashion and e-commerce company

    University essay from Umeå universitet/Institutionen för matematik och matematisk statistik

    Author : Anida Granov; [2021]
    Keywords : E-commerce; Machine Learning; Clustering; K-prototypes; Logistic Regression;

    Abstract : The analysis of gaining, retaining and maintaining customer trust is a highly topical issue in the e-commerce industry to mitigate the challenges of increased competition and volatile customer relationships as an effect of the increasing use of the internet to purchase goods. This study is conducted at the Swedish online fashion retailer NA-KD with the aim of gaining better insight into customer behavior that determines purchases, returns and churn. READ MORE

  4. 4. Increasing Retention in Insurtechs Through Churn Prediction

    University essay from Lunds universitet/Innovationsteknik

    Author : John Rapp Farnes; Oskar Christiansen; [2021]
    Keywords : Non-life insurance; Property and casualty insurance; Customer retention; Churn prediction; Predictive analytics; Classification; Machine learning; Mathematics and Statistics;

    Abstract : Over the last decades, the Swedish insurance industry has seen decreased entry barriers due to deregulation and emerging new technologies, which have the potential to disturb the stagnated and consolidated competitive landscape of the industry. Initiated by newcomers like American insurance startup Lemonade, and later Swedish Hedvig among others, there is an increased push toward digitalization, transparency, and automation in the industry. READ MORE

  5. 5. Customer churn prediction using machine learning : A study in the B2B subscription based service context

    University essay from Blekinge Tekniska Högskola

    Author : Yasin Osman; Benjamin Ghaffari; [2021]
    Keywords : Customer churning; Machine Learning; business-to-business; subscription-based companies.;

    Abstract : The rapid growth of technological infrastructure has changed the way companies do business. Subscription based services are one of the outcomes of the ongoing digitalization, and with more and more products and services to choose from, customer churning has become a major problem and a threat to all firms. READ MORE