Tapta 2012-visualizations-lms

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  • 1. Learning analytics in the LMS: Using browserextensions to embed visualizations into a Learning Management SystemDerick Leony, Abelardo Pardo, Luis de la Fuente Valentn,Iago Quiones, Carlos Delgado Kloos http://gradient.it.uc3m.esTaPTA Workshop 2012 Saarbrcken, Germany

2. Content Context Problem description Proposal Discussion TaPTA Workshop 2012 2 3. Context Life-cycle of learning analytics process (Elias,2011)Data Process /Inter-Collection Analysisventions TaPTA Workshop 20123 4. Context Life-cycle of learning analytics process (Elias,2011)Data Process /Inter-Collection Analysisventions TaPTA Workshop 20124 5. Context Visualizations are a common method toprovoke interventions Visualizations generated with LearnGLASS TaPTA Workshop 2012 5 6. Context The LMS is one the best channels ofcommunication to deliver visualizationsTaPTA Workshop 2012 6 7. Problem statement New functionality in LMS is usually done bycreating and installing a module The installation is site-wide: affects everyclass in the LMS There is administrative overhead The module must be as stable as possible How can we enable the deployment ofvisualizations in LMS without installingmodules in the server?TaPTA Workshop 20127 8. Proposed solution Two components: At the server: Learning analytics service In charge of generating a dynamic visualization Web browser extension Installed on the client side TaPTA Workshop 2012 8 9. Proposed solution Learning analytics service: Generating visualization to embed in LMS Visualization can be static or interactive The visualization can be personalized:Different roles (learner, instructor)Depending on context (location, time) TaPTA Workshop 20129 10. Proposed solution Web browser extension: Applying content script on two course URLs Home page of the course Embed a widget with the personal visualization Page with list of participants Embed a visualization next to each portrait Only applicable if the user is an instructor TaPTA Workshop 201210 11. Proposed solution Communication between components TaPTA Workshop 2012 11 12. Proposed solution Our implementationTaPTA Workshop 2012 12 13. Discussion Some issues to be discussed: Unification of user identities Fragmentation of client software versions Dependency on the LMS layout Security of the communication between components Future work: Test the components in a real scenario Generalize the browser extension TaPTA Workshop 2012 13 14. Thank you! [email protected]://github.com/dleony/MoodleViz TaPTA Workshop 2012 14