Essays about: "e commerce models"

Showing result 1 - 5 of 94 essays containing the words e commerce models.

  1. 1. 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

  3. 2. Customer churn prediction in a slow fashion e-commerce context : An analysis of the effect of static data in customer churn prediction

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

    Author : Luca Colasanti; [2023]
    Keywords : Survival Analysis; Time To Event prediction; Churn retention; Machine Learning; Deep Learning; Customer Clustering; E-commerce; Analisi di sopravvivenza; Previsione del tempo a evento; Ritenzione dall’abbandono dei clienti; Apprendimento automatico; Apprendimento profondo; Segmentazione della clientela; Commercio elettronico; Överlevnadsanalys; Tid till händelseförutsägelse; Churn Prediction; Maskininlärning; Djuplärning; Kundkluster; E-handel;

    Abstract : Survival analysis is a subfield of statistics where the goal is to analyse and model the data where the outcome is the time until the occurrence of an event of interest. Because of the intrinsic temporal nature of the analysis, the employment of more recently developed sequential models (Recurrent Neural Network (RNN) and Long Short Term Memory (LSTM)) has been paired with the use of dynamic temporal features, in contrast with the past reliance on static ones. READ MORE

  4. 3. Freight Transport in the Car-Free City : Towards a more sustainable urban freight sector

    University essay from KTH/Hållbar utveckling, miljövetenskap och teknik

    Author : Melisa Marta; [2023]
    Keywords : Car-free city; sustainable urban freight transport; urban consolidation center; cargo bicycles;

    Abstract : Freight transport of goods is an indispensable part of everyday life. Without it there would be no delivery of products such as food, water, construction material, technology, furniture, clothes and society, as we know it today, would collapse.  However, there are more and less sustainable ways of transporting goods. READ MORE

  5. 4. Causality of small firm growth: Towards a model of relations among challenges SMEs face while growing, solutions to them and aspects of the context of the growth

    University essay from Lunds universitet/Företagsekonomiska institutionen

    Author : Ahmet Selim Engin; Jakub Siller; [2023]
    Keywords : SME; Small firms; Growing; Firm growth; Process; Interconnectedness; Causality; Causal; Relations; Effects; Challenges; Solutions; Context; Growth aspects; Business and Economics;

    Abstract : Even though researchers have investigated the growth of small and medium-sized enterprises (SMEs) for decades, we know little about the challenges they face due to their growth, what are the aspects of the context in which they emerge, and how they are addressed. Current literature provides even less knowledge about the causality of SME growth. READ MORE

  6. 5. Navigating the Third Dimension on the Web : User Experience of navigation models in three-dimensional non-immersive e-commerce showroom websites

    University essay from Jönköping University/JTH, Avdelningen för datateknik och informatik

    Author : Tuva Persson; Pauline Wahle; [2023]
    Keywords : 3d web; ux design; usability; user experience;

    Abstract : With the increasing prevalence of websites that incorporate a third dimension into the scene, it is important to evaluate the usability of these virtual environments. This research contributes to existing knowledge of 3D navigation by exploring and evaluating the user experience of three navigation systems commonly used on three- dimensional websites: General Movement (Exploration), Targeted Movement (Search), and Specified Trajectory Movement. READ MORE