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Showing result 1 - 5 of 521 essays matching the above criteria.

  1. 1. Detecting Fraudulent User Behaviour : A Study of User Behaviour and Machine Learning in Fraud Detection

    University essay from Uppsala universitet/Analys och partiella differentialekvationer

    Author : Patrik Gerdelius; Sjönneby Hugo; [2024]
    Keywords : Fraud Detection; User Behaviour; Random Forest; PCA; SMOTE;

    Abstract : This study aims to create a Machine Learning model and investigate its performance of detecting fraudulent user behaviour on an e-commerce platform. The user data was analysed to identify and extract critical features distinguishing regular users from fraudulent users. READ MORE

  3. 2. EXPLORING ACCEPTANCE AND ADOPTION OF PRICING ROBOTS THROUGH THE AUTOMATION ACCEPTANCE MODEL. A case study within an e-commerce company

    University essay from Institutionen för tillämpad informationsteknologi

    Author : Clara Engström; Danijela Smoljan; [2023-11-20]
    Keywords : Automation acceptance model AAM ; Automation technology; Dynamic pricing robot; Technology acceptance model TAM ; Technology acceptance and adoption; Technology trust; Psychological Ownership PO ;

    Abstract : Recent technological advancements have enabled the development of more automated and adaptable technological environments. User acceptance and adoption of technology is a critical issue in the rapidly evolving technological landscape. Implementation of automation technology takes both financial and human resources. READ MORE

  4. 3. Smart Warehouses : A case study of organizational planning in unpredictable environments

    University essay from Jönköping University/JTH, Logistik och verksamhetsledning

    Author : Anna-Sara Meisingseth; Jacob Nilsson; [2023]
    Keywords : Smart warehouse; RCSR; Industry 4.0; Industry 5.0; organizational planning; economic sustainability; social sustainability;

    Abstract : Purpose – The study aimed to investigate long-term organizational planning in a smart warehouse environment with unpredictable demand to understand how these organizations are able to make sustainable decisions from a social and economic perspective.   Methodology – To fulfil the purpose of the study, a single case study was conducted which included six interviews and two observations at the case company. READ MORE

  5. 4. Computationally Efficient Explainable AI: Bayesian Optimization for Computing Multiple Counterfactual Explanantions

    University essay from KTH/Matematik (Avd.)

    Author : Giorgio Sacchi; [2023]
    Keywords : Explainable AI; Counterfactual Explanations CFEs ; Bayesian Optimization BO ; Black-Box Models; Model-Agnostic; Machine Learning ML ; Efficient Computation; High-Stake Decisions; Förklarbar AI; Kontrafaktuell Förklaring CFE ; Bayesiansk Optimering BO ; Svarta lådmodeller; Modellagnostisk; Maskininlärning; Beräkningsmässigt Effektiv; Beslut med höga insatser;

    Abstract : In recent years, advanced machine learning (ML) models have revolutionized industries ranging from the healthcare sector to retail and E-commerce. However, these models have become increasingly complex, making it difficult for even domain experts to understand and retrace the model's decision-making process. READ MORE

  6. 5. Insights of an accessible e-commerce website : Investigating cognitive accessibility in the checkout process

    University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Author : Sanna Jangklint; [2023]
    Keywords : Web accessibility; Cognitive accessibility; E-Commerce; Digital checkout; Cognition;

    Abstract : Accessible web interfaces are crucial for the inclusion and independence of all groups in society. Cognitive accessibility aims to make content more accessible for individuals with cognitive disabilities, such as people with learning disabilities (e.g. dyslexia, dysgraphia) and age-related disabilities (e. READ MORE