Sökning: "Data-driven decision making"

Visar resultat 1 - 5 av 128 uppsatser innehållade orden Data-driven decision making.

  1. 1. Measuring the Utility of Synthetic Data : An Empirical Evaluation of Population Fidelity Measures as Indicators of Synthetic Data Utility in Classification Tasks

    Master-uppsats, Karlstads universitet/Institutionen för matematik och datavetenskap (from 2013)

    Författare :Alexander Florean; [2024]
    Nyckelord :Synthetic Data; Machine Learning; Population Fidelity Measures; Utility Metrics; Synthetic Data Quality Evaluation; Classification Algorithms; Utility Estimation; Data Privacy; Artificial Intelligence; Experiment Framework; Model Performance Assessment; Syntetisk Data; Maskininlärning; Population Fidelity Mätvärden; Användbarhetsmätvärden; Kvalitetsutvärdering av Syntetisk Data; Klassificeringsalgoritmer; Användbarhetsutvärdering; Dataintegritet; Artificiell Intelligens; AI; Experiment Ramverk; Utvärdering av Modellprestanda;

    Sammanfattning : In the era of data-driven decision-making and innovation, synthetic data serves as a promising tool that bridges the need for vast datasets in machine learning (ML) and the imperative necessity of data privacy. By simulating real-world data while preserving privacy, synthetic data generators have become more prevalent instruments in AI and ML development. LÄS MER

  3. 2. Leading the Change - Digital Leaders Facilitating MNEs’ Investment Behaviour

    Master-uppsats, Göteborgs universitet/Graduate School

    Författare :Patricia Jahn; Veronika Barta; [2023-07-19]
    Nyckelord :Digital investment behaviour; Digital transformation; Digitalisation; Digital leadership; Organisational change; Digital capabilities; Digital strategy;

    Sammanfattning : In our ever-changing world guided by technological advancements and data-driven disruptions, enterprises need adaptation and development strategies to stay competitive. Digital transformation (DT) has great potential to help organisations maintain their market position in these turbulent times. LÄS MER

  4. 3. Undersökning av riskarbete i en beslutsprocess för säljkontrakt

    Uppsats för yrkesexamina på grundnivå, Linnéuniversitetet/Institutionen för maskinteknik (MT)

    Författare :Gabriel Brorsson; Henrik Nomark; [2023]
    Nyckelord :risk analysis; risk management; risk identification; data driven decisions; FDFMEA; riskanalys; riskarbete; riskhantering; riskidentifiering; datadrivna beslut; FDFMEA;

    Sammanfattning : Risks are something that occur daily for all individuals and can arise from a variety of activities. If we don't take these risks into account, we will likely eventually be affected by them. By identifying and analyzing risks, the most appropriate decision can be made to mitigate or avoid the risk completely. LÄS MER

  5. 4. Business Intelligence and Analytics – a key driver for efficient production? : An empirical study in the food industry

    Master-uppsats, Karlstads universitet

    Författare :Simon Dahlström; Erik Hasslid; [2023]
    Nyckelord :Fact-based Decision Making; Efficient Production; Food Industry; BI A;

    Sammanfattning : Organizational decisions are significant to an organizations' future. Research shows that many organizations tend to make decisions based on previous experiences, ‘gut feeling’ and assumptions rather than facts. This is troubling since decision-makers leave the organization’s future to the hands of chance. LÄS MER

  7. 5. Impacts of Participatory Design on Data Driven Decision Making in Organisations

    Magister-uppsats, Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Författare :Georgios Rovolis; [2023]
    Nyckelord :participatory design; participatory decision making; decision making; data driven decision making; organisations;

    Sammanfattning : This thesis explores the impacts of applying participatory design (PD) to data-driven decision-making (DDDM) in organisations. Despite the extensive examination of PD and DDDM individually, there is a noticeable research gap in understanding their integration and their impact on decision-making processes in organisations. LÄS MER