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SURF Learning Analytics. Utrecht, The Netherlands March 2013. Agenda. 1. Company overview . 2. E-learning platform . 3. Learning analytics. 4. Case study. 1. SOWISO. SOWISO is founded in 2010 as a spin-off from the Technical University of Eindhoven

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slide1

SURF LearningAnalytics

Utrecht, The Netherlands

March 2013

slide2

Agenda

1

Company overview

2

E-learning platform

3

Learning analytics

4

Case study

1 sowiso
1. SOWISO
  • SOWISO is founded in 2010 as a spin-off from the Technical University of Eindhoven
  • Our founding was preceded by 15 years of scientific research
  • SOWISO develops state-of-the-art educational software for mathematics and related exact sciences
  • Our main product is an e-learning platform for the exact sciences
  • Our clients are large educational institutions: Universities, Colleges, Publishers
  • Our projects are delivered on time and on budget
  • We have a large academic network and are part of the European Institute of Innovation and Technology
  • We focus on technology and create partnerships with institutions which are more content-orientated
  • SOWISO is based at the Science Park, Amsterdam
2 product e learning platform
2. Product: e-learning platform
  • Learning management system with student/teacher/author/admin profiles and functions
  • Interactive e-learning with advanced intelligent communication between user and software. Interpretation of open answers and targeted feedback and hints
  • Progress reports for students and teachers at any desired level of detail. Very suited for learning analytics and predictive learning
  • Authoring tool for teachers and authors so they can create interactive content without programming knowledge
  • Tests can be composed and taken by teachers. These can be entrance or exit-level (diagnosing) tests
  • Tags and metadata make sure the platform can be applied in a diagnosing and remedial way by the use of learning-taxonomy
  • Community features enable students, teachers and authors to co-create and co-learn
  • Cross-browser, cross-device HTML5 future-proof technology
  • All mathematical subjects are covered by our platform, ranging from arithmetic to advanced calculus
  • Multi-lingual support as platform and content texts all support multiple languages
3 learning analytics
3. LearningAnalytics
  • Data
    • detailed data because of open answers (what was the mistake) and tagging.
  • Presentation
    • on all levels of detail
    • progress per student/class/chapter/skill
    • activity over time and recent progress
    • reports based on metadata
    • error reporting
  • Analysis
    • diagnosing
    • of individual answers
    • on aggregated data
    • data mining
    • comparing groups
    • predictive analysis
4 case study
4. Case Study
  • Platform use for course in computer science (gaming)
  • Results:
    • 12.000 exercises by 40 students
    • Students who practiced more received better grades
  • For making predictions a rating system was introduced
  • Data cleaning was needed
  • Error analysis for enriching content
  • Final exam was randomly generated by platform
  • Behavior
    • Different learning styles
    • Just in time learning
    • Peaks in usage
slide7

Marc Habbema

0031 6 46112535

m.habbema@sowiso.nl

SOWISO bv

0031 20 7520000

info@sowiso.nl

www.sowiso.nl

Science Park Amsterdam

The Netherlands

Max Cohen

0031 6 42970025

m.cohen@sowiso.nl