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Semantic Technologies  and Learning Analytics Dragan Ga šević Athabasca University Email: dgasevic@acm.org
 
[object Object],[object Object]
Topics to discuss – morning ,[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object]
Semantic Web ,[object Object],[object Object],[object Object]
Semantic Web ,[object Object],[object Object],[object Object]
What is an ontology?  ,[object Object],[object Object]
RDF
[object Object]
Semantic Web ,[object Object],[object Object]
Linked Data http://richard.cyganiak.de/2007/10/lod/
Linked Data http://richard.cyganiak.de/2007/10/lod/
Linked Data SPARLQ end points They enable data mash-ups  http://richard.cyganiak.de/2007/10/lod/
Luxembourg, 22 Nov 2010 http://www.slideshare.net/rjw/bbc-linked-data-journey
Luxembourg, 22 Nov 2010 http://www.slideshare.net/rjw/bbc-linked-data-journey
http://www.slideshare.net/rjw/bbc-linked-data-journey
Luxembourg, 22 Nov 2010 http://www.slideshare.net/rjw/bbc-linked-data-journey
[object Object],[object Object]
Today’s idea of “learning”
Learning Paths  http://www.w3.org/2006/Talks/1023-sb-W3CTechSemWeb/DataServicesWebAppMetro2.jpg
Educational Ecosystems Authoring Reusability Packaging Educators Reusability Adaptivity Evolution Collaboration with educators and students
Educational Ecosystems Authoring Reusability Packaging Educators Feedback Learning and Collaborating Personalization Adaptivity Context-awareness Social interaction … Learners
Educational Ecosystems Educators Learners Authoring Reusability Packaging Learning and Collaborating Community Peer-Review Presenting Administration Mobile
Learning (Life) not in a box! A small part of a software engineer’s  life
Learning ecosystem … … … … … A small part of a software engineer’s  life
Learning Ecosystem  ,[object Object],Students/Educators ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object]
[object Object],[object Object]
Learning Context Ontology:  LOCO Jovanović, J., Knight, C., Gašević, D., Richards, G., "Learning Object Context on the Semantic Web,"  6th IEEE International Conference on Advanced Learning Technologies , Kerkrade, The Netherlands, 2006 pp. 669-673 ( Best paper award ).
Education Social Semantic Web ,[object Object],[object Object]
LOCO-Analyst LOCO-Analyst
Evaluation of LOCO-Analyst ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Evaluation of LOCO-Analyst ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Harmonization of personal & organizational goals Jelena’s goal: Learn Catia http://intelleo.eu
Harmonization of personal & organizational goals Jelena’s goal: Learn Catia CATIA - Wikipedia, the free encyclopedia http://intelleo.eu
Harmonization of personal & organizational goals Jelena’s goal: Learn Catia Jelena’s profile http://intelleo.eu
http://intelleo.eu
http://intelleo.eu
[object Object],[object Object]
Challenges ,[object Object],[object Object],[object Object]
Challenges ,[object Object],[object Object],[object Object],[object Object]
Challenges ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Challenges ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
http://projects.kmi.open.ac.uk/meducator/linkedlearning/ Heraklion,  Greece,  May 29-June 2, 2011 Submission:  March 11, 2011
Submission:  August 10, 2011
[object Object],[object Object],[object Object],[object Object]
Thank you!

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Semantic Technologies in Learning Analytics

Editor's Notes

  1. Learning Object Context as is a kind of LO metadata (we also call it context-awareness metadata) that captures all the information that characterizes the specific situations (contexts) in which certain LO has been used. A (specific) learning situation is determined by the learning activity, the learning content, and the learner(s) involved. Aimed at capturing diverse kinds of learning situations typical for modern e-Learning environments In a nutshell, context, as defined here, is about a student (or a group of students) interacting with a learning content by performing certain activity with a particular purpose in mind.
  2. implemented as an extension of the well-known open-source Reload Content Packaging Editor this design decision ensured that instructors effectively use the same tool for creating LOs, receiving and viewing automatically generated feedback about their use, and modifying the LOs accordingly. The main goal was to enable easier and wider acceptance of LOCO-Analyst.