Essays about: "Data-driven decision making"

Showing result 1 - 5 of 103 essays containing the words 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

   University essay from Karlstads universitet/Institutionen för matematik och datavetenskap (from 2013)

   Author : Alexander Florean; [2024]
   Keywords : 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;

   Abstract : 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. READ MORE

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

   University essay from Göteborgs universitet/Graduate School

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

   Abstract : 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. READ MORE

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

   University essay from Karlstads universitet

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

   Abstract : 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. READ MORE

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

   University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

   Author : Georgios Rovolis; [2023]
   Keywords : participatory design; participatory decision making; decision making; data driven decision making; organisations;

   Abstract : 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. READ MORE

6. 5. Towards a Geographic Information Systems and Data-Driven Integration Management.

   University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

   Author : Takura Matswetu; [2023]
   Keywords : Migrant Integration; Geography; Physical Geography; GIS; Network Analysis; Tampere; Accessibility; Data-driven decision making; Holistic Integration Index; Mathematics and Statistics; Social Sciences; Earth and Environmental Sciences;

   Abstract : Integration management in Finland and Tampere is broad task including multiple actors and departments. To manage integration, is to coordinate the cross organizational cooperation of multiple service structures that support migrants with different kinds of services. READ MORE