Learning Analytics with Excel Pivot Tables                  Helena Dierenfeld                   Agathe Merceron           ...
Outline Motivation LAMA –Learning, Analytics, Mining and Adaption Pivot Tables Conclusion and Future Work             ...
Motivation   –   LAMA     – Pivot Tables     –     Conclusion     Motivation   LMS will become more and more indispensabl...
Motivation   –   LAMA    – Pivot Tables    –     Conclusion    Why is this useful – an exampleNumber of accesses to non co...
Motivation     –   LAMA    – Pivot Tables    –     Conclusion     Project Goal    The goal of our project is to develop a ...
Motivation     –   LAMA       – Pivot Tables       –     Conclusion     Adaptation to the User   GUI with three different...
MotivationLAMA         –   LAMA   – Pivot Tables      –     Conclusion     LAMA - Learning, Analytics, Mining and Adaption...
Motivation    –     LAMA    – Pivot Tables    –     Conclusion     What is a Pivot Table   A Pivot Table is a highly    f...
Motivation   –   LAMA   – Pivot Tables    –     Conclusion     Working with a Template                                    ...
Motivation   –   LAMA   – Pivot Tables      –     Conclusion     Conclusion and Future Work Data model First version of ...
Thank youQuestions?                       11   Helena Dierenfeld
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Learning Analytics with Excel Pivot Tables

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Learning Analytics with Excel Pivot Tables

  1. 1. Learning Analytics with Excel Pivot Tables Helena Dierenfeld Agathe Merceron Beuth Hochschule für Technik {hdierenfeld,merceron}@beuth-hochschule.de 18 September 2012
  2. 2. Outline Motivation LAMA –Learning, Analytics, Mining and Adaption Pivot Tables Conclusion and Future Work 2 Helena Dierenfeld
  3. 3. Motivation – LAMA – Pivot Tables – Conclusion Motivation LMS will become more and more indispensable It is important for teachers to be aware of how students learn Learning analytics is a key factor for improving teaching and learning LMS store user interaction data that can be analyzed 3 Helena Dierenfeld
  4. 4. Motivation – LAMA – Pivot Tables – Conclusion Why is this useful – an exampleNumber of accesses to non compulsory quizzes in a course with over 50 students 4 Helena Dierenfeld
  5. 5. Motivation – LAMA – Pivot Tables – Conclusion Project Goal The goal of our project is to develop a tool to analyze usage data of learning management systems in depth for different education providers:  Own data model  Structuring usage data for analysis  Data anonymization  Intuitive GUI 5 Helena Dierenfeld
  6. 6. Motivation – LAMA – Pivot Tables – Conclusion Adaptation to the User GUI with three different levels:  Quick overview • Specific charts  Personalized overview • Pivot Tables  For professionals • More statistics, data mining… 6 Helena Dierenfeld
  7. 7. MotivationLAMA – LAMA – Pivot Tables – Conclusion LAMA - Learning, Analytics, Mining and Adaption  View of all courses of a teacher after log in through moodle Selecting the Courses to analyse Chose which analysis type you want Download it by clicking the submit button 7 Helena Dierenfeld
  8. 8. Motivation – LAMA – Pivot Tables – Conclusion What is a Pivot Table A Pivot Table is a highly flexible contingency table It offers the possibility to look at one sector at a time from a large dataset For Excel the following formats are needed:  Headlines in the first row  No empty rows or columns are allowed  Empty fields are possible 8 Helena Dierenfeld
  9. 9. Motivation – LAMA – Pivot Tables – Conclusion Working with a Template 9 Helena Dierenfeld
  10. 10. Motivation – LAMA – Pivot Tables – Conclusion Conclusion and Future Work Data model First version of LAMA-Tool with Pivot Tables Pivot Table template Moodle Connection Integration the GUI for a quick overview Tests with the users Research in data mining area 10 Helena Dierenfeld
  11. 11. Thank youQuestions? 11 Helena Dierenfeld

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