Essays about: "Customer Behavior Modeling"

Showing result 1 - 5 of 12 essays containing the words Customer Behavior Modeling.

  1. 1. Analysis and Use of Telemetry Data for Car Insurance Premiums

    University essay from KTH/Matematisk statistik

    Author : Max Berg Wahlström; Anton Hagelberg; [2023]
    Keywords : Telemetry; Neural Networks; Statistics; Mathematics; Telemetri; Neurala Nätverk; Statistik; Matematik;

    Abstract : Paydrive is a pioneer in the Swedish auto insurance market. Being able to influence your insurancepremium through your driving is a concept that is still in its early stages. READ MORE

  3. 2. Predicting Customer Churn in E-commerce Using Statistical Modeling and Feature Importance Analysis : A Comparison of Random Forest and Logistic Regression Approaches

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

    Author : Amanda Rudälv; [2023]
    Keywords : Customer behavior; E-commerce; Churn prediction; Statistical model; Machine learning; Random forest; Logistic regression; Feature importance; Kundbeteende; E-handel; Kundbortfall; Statistisk modell; Maskininlärning; Random forest; Logistisk regression; Variabelsignifikans;

    Abstract : While operating in online markets offers opportunities for expanded assortment and convenience, it also poses challenges such as increased competition and the need to build personal relationships with customers. Customer retention be- comes crucial in maintaining a successful business, emphasizing the importance of understanding customer behavior. READ MORE

  4. 3. Predicting Financial Trader Participation in Fixing Risk Mitigation Cycles : A Machine Learning Approach

    University essay from KTH/Matematisk statistik

    Author : Eric Bojs; [2022]
    Keywords : ;

    Abstract : Financial markets have been crucial in driving capital investments across the world. Anessential piece of these markets is the presence of risk takers, or market speculators, who will hold financial portfolios in hopes of profit. READ MORE

  5. 4. Credit Modeling with Behavioral Data

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Jingning Zhou; [2022]
    Keywords : Credit modeling; Behavioral data; Feature engineering; Kreditmodellering; Beteendedata; Funktionsteknik;

    Abstract : In recent years, the Buy Now Pay Later service has spread across the e-commerce industry, and credit modeling is inevitable of interest for related companies to predict the default rate of the customers. The traditional data used in such models are financial bureaus which include credit records bought from external financial institutions. READ MORE

  6. 5. A study on topology optimization and cost estimation of fused depostion modelling parts

    University essay from Högskolan i Halmstad/Rydberglaboratoriet för tillämpad naturvetenskap (RLAS)

    Author : prince charuvila thekkethil simon; jibin joseph john; [2020]
    Keywords : ;

    Abstract : Additive manufacturing (AM) is acquiring a lot of importance in the manufacturing field. It makes the whole manufacturing process easier and effectively brings down the manufacturing cost compared to the traditional methods. It also provides the manufacturer with the freedom of customization according to each customer. READ MORE