Essays about: "Visual Learning Analytics"

Showing result 6 - 10 of 12 essays containing the words Visual Learning Analytics.

  1. 6. Visualization of Learning Paths as Networks of Topics

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

    Author : Sara García; [2020]
    Keywords : Visual Learning Analytics; Exploratory Data Analysis; Multidi- mensional Data; Interactive Graphs;

    Abstract : Nowadays, interactive visualizations have been one of the most used tools in Big Data fields for the purpose of searching for relationships and structured information in large datasets of unstructured information. In this project, these tools are applied to extract structured information from students following Self-Regulated Learning (SRL). READ MORE

  3. 7. Topic Explorer Dashboard : A Visual Analytics Tool for an Innovation Management System enhanced by Machine Learning Techniques

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

    Author : Stefanie Knoth; [2020]
    Keywords : Innovation Management; doc2vec; LDA; TSNE; Exploratory Visual Analysis; Data Dashboard;

    Abstract : Innovation Management Software contains complex data with many different variables. This data is usually presented in tabular form or with isolated graphs that visualize a single independent aspect of a dataset. READ MORE

  4. 8. Information Visualization of Automated Deep Learning Platform Output

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

    Author : Ria Ratnasari; [2020]
    Keywords : automated deep learning; analytics; visualization; SUS score; usability;

    Abstract : Deep learning has been extensively used in many areas because of its proven benefit. However, developing deep learning is challenging. The master thesis aims to investigate suitable information visualization for the output of an automated deep learning model platform. The thesis has been carried with Bitynamics AB. READ MORE

  5. 9. Designing a post activity learning analytics dashboard through information visualization methods

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

    Author : Binyuan Lin; [2020]
    Keywords : Information visualization; learning analytics dashboard; dashboard design; user experience design;

    Abstract : Rapid developments in the educational system significantly facilitate the popularisation of education, making education more accessible. The learning process should be systematically analyzed to assist teaching, however, traditional learning systems provide limited support for educators. READ MORE

  6. 10. Supervised Learning models with ice hockey data

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Enrique Josué Álvarez Robles; [2019]
    Keywords : Statistics; Machine learning; Neural Networks; Supervised Learning; Tensorflow; Deep Learning;

    Abstract : The technology developments of the last years allow measuring data in almost every field and area nowadays, especially increasing the potential for analytics in branches in which not much analytics have been done due to complicated data access before. The increased number of interest in sports analytics is highly connected to the better technology now available for visual and physical sensors on the one hand and sports as upcoming economic topic holding potentially large revenues and therefore investing interest on the other hand. READ MORE