Sökning: "Learning Analytics"

Visar resultat 1 - 5 av 63 uppsatser innehållade orden Learning Analytics.

  1. 1. LMS PRACTICES TO SUPPORT WORKPLACE E-LEARNING

    Master-uppsats, Göteborgs universitet/Institutionen för pedagogik, kommunikation och lärande

    Författare :Charlotte Cohn; Danai Papadimitriou; [2020-11-17]
    Nyckelord :Workplace; e-learning; LMS; Learning Analytics;

    Sammanfattning : Purpose:The overall purpose of this study is to investigate workplace e-learning in a contemporary setting in order to contribute to companies developing their training and to the research on workplace e-learning. This is approached by scrutinising learning needs and instructional approaches for e-learning, by investigating the potential for evaluating online learning activity based on Learning Analytics data collected by Learning Management Systems (LMS) and by researching the relation between learning goals and job performance. LÄS MER

  2. 2. Student awareness, perceptions and values in relation to their university data

    Master-uppsats, Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Författare :Johanna Velander; [2020]
    Nyckelord :learning analytics; higher education; student attitudes; learning management systems;

    Sammanfattning : Learning Analytics (LA) tools analyse data from Learning Management Systems (LMS) and are being increasingly adopted by Higher Education Institutions (HEI). Analysed LMS data can offer helpful insights into student academic performance and allow predictions based on various metrics to be made, it can also help provide personalised feedback and learning experiences/trajectories for students. LÄS MER

  3. 3. Engaging novice programmers through gamification : Puzzles to teach and motivate programming learning

    Master-uppsats, Linköpings universitet/Institutionen för datavetenskap; Linköpings universitet/Institutionen för datavetenskap

    Författare :Simon Delvert; Johan Nåtoft; [2020]
    Nyckelord :engagement; gamification; programming learning;

    Sammanfattning : With an increasing number of primary schools having programming as a mandatory subject, students and teachers face new challenges by having to teach and learn a subject that is often difficult to engage students in. Many tools exist that introduce the problem solving aspect of programming, using a programming language not used in actual software. LÄS MER

  4. 4. Number Recognition of Real-world Images in the Forest Industry : a study of segmentation and recognition of numbers on images of logs with color-stamped numbers

    Uppsats för yrkesexamina på avancerad nivå, Mittuniversitetet/Institutionen för informationssystem och –teknologi

    Författare :Johan Munter; [2020]
    Nyckelord :Number recognition; preprocessing; machine learning; forest industry;

    Sammanfattning : Analytics such as machine learning are of big interest in many types of industries. Optical character recognition is essentially a solved problem, whereas number recognition on real-world images which can be one form of machine learning are a more challenging obstacle. LÄS MER

  5. 5. Machine Learning to identify aberrant energy use to detect property failures

    Master-uppsats, KTH/Energiteknik

    Författare :Shahroz Habib; [2020]
    Nyckelord :;

    Sammanfattning : The digitalization of energy sector has provided immense amount of data about buildings which created an untapped opportunity for energy savings using energy data analytics. In recent years, there has been significant research on energy optimization using machine learning. LÄS MER