Essays about: "Kunddata"

Showing result 11 - 15 of 28 essays containing the word Kunddata.

  1. 11. Customer Churn Analysis and Prediction using Machine Learning for a B2B SaaS company

    University essay from KTH/Matematisk statistik

    Author : Marie Sergue; [2020]
    Keywords : Churn; statistics; machine learning; Churn; statistik; maskininlärning;

    Abstract : This past decade, the majority of services have been digitalized and data more and more available, easy to store and to process in order to understand customers behaviors. In order to be leaders in their proper industries, subscription-based businesses must focus on their Customer Relationship Management and in particular churn management, that is understanding customers cancelling their subscription. READ MORE

  3. 12. Statistical Methods for Analysis of the Homeowner's Impact on Property Valuation and Its Relation to the Mortgage Portfolio

    University essay from KTH/Matematisk statistik

    Author : Clara Hamell; [2020]
    Keywords : Mortgage portfolio; Defaulted customers; House valuation; Residential Properety Price Index RPPI ; SPAR; Customer data; Statistical methods; Bolåneportfölj; Fallerade kunder; Husvärdering; Husprisindexering; SPAR; Kunddata; Statistiska metoder;

    Abstract : The current method for house valuations in mortgage portfolio models corresponds to applying a residential property price index (RPPI) to the purchasing price (or last known valuation). This thesis introduces an alternative house valuation method, which combines the current one with the bank's customer data. READ MORE

  4. 13. Generation Y and digital banking : How can traditional Swedish retail banks address the needs and behavior of Generation Y in digital banking?

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

    Author : Ludvig Wedberg; [2019]
    Keywords : Open banking; PSD2; Multisided platforms; Personalization; Customer experience; Customer journey; Generation Y;

    Abstract : The financial sector is transforming as a result of PSD2 and open banking. The traditional retail banks face new competition from FinTechs and BigTechs. 78 percent of Nordic banks are concerned by the threat of disruption and 88 percent think that they need to rethink their business model. READ MORE

  5. 14. Cluster analysis on sparse customer data on purchase of insurance products

    University essay from KTH/Matematisk statistik

    Author : Michel Alexander Postigo Smura; [2019]
    Keywords : ;

    Abstract : This thesis work aims at performing a cluster analysis on customer data of insurance products. Three different clustering algorithms are investigated. These are K-means (center-based clustering), Two-Level clustering (SOM and Hierarchical clustering) and HDBSCAN (density-based clustering). READ MORE

  6. 15. Dynamic Pricing : A Matter of Attitude

    University essay from Uppsala universitet/Företagsekonomiska institutionen

    Author : Johanna Holmqvist Larsson; Fanny Tapper; [2019]
    Keywords : dynamic pricing; surge pricing; robo-pricing; algorithmic pricing; price discrimination; dynamisk prissättning; prisdiskriminering;

    Abstract : Tillämpningen av dynamisk prissättning har förenklats i och med digitaliseringens framväxt. Med den ökade tillgången till kunddata kan företag idag kartlägga kundernas köpbeteende och genom algoritmer anpassa priserna därefter. Identiska varor och tjänster kan på så sätt prissättas annorlunda. READ MORE