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User Centric Integration of Activity Data Hypothesis Mathieu d’Aquin KMi, The Open University
Organisation Centric Activity Data  Analytics = aggregated stats Consolidation Consolidation Consolidation Logs 2 Logs 4 Logs 1 Logs 3 Website 2 Website 4 Website 1 Website 3 Organisation Users
User Centric Activity Data Activity analysis and interaction patterns for individual users Consolidation Integration Interpretation Logs 2 Logs 4 Logs 1 Logs 3 Website 2 Website 4 Website 1 Website 3 Organisation Users
What is needed Challenges: Integration of activity data from various logs Consolidation beyond “number of visits” Interpretation of activity data in a user centric, activity oriented Ontologies: Formal, machine processable conceptual models of a domain Allow for integration of heterogeneous data As semantic models of the data, can be used to reason upon the data
Hypothesis Taking a user centric point of view can allow different types of analysis of logs/activity data, which are valuable to the organisation and the user Ontologies and Ontology-based reasoning can support the integration, consolidation and interpretation of activity data from multiple sources
Overview Website Activity See next slide. Project to include tools on editing ontologies for AD Trace Actor Inference Semantic Store/Engine Based on Using OWLIM RDF Representations of traces Extracting log formats (apache, piwik, etc.) into RDF  Plugin 2 Plugin 4 Plugin 1 Plugin 3 Logs 2 Logs 4 Logs 1 Use case: Open University websites and research project websites Logs 3 Website 2 Website 4 Website 1 Website 3
Ontologies
Ontologies
More info UCIAD Blog: http://uciad.info Code base: http://github.com/uciad Twitter: #uciad @mdaquin

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UCIAD - User Centric Integration of Activity Data - Hypothesis

  • 1. User Centric Integration of Activity Data Hypothesis Mathieu d’Aquin KMi, The Open University
  • 2. Organisation Centric Activity Data Analytics = aggregated stats Consolidation Consolidation Consolidation Logs 2 Logs 4 Logs 1 Logs 3 Website 2 Website 4 Website 1 Website 3 Organisation Users
  • 3.
  • 4. User Centric Activity Data Activity analysis and interaction patterns for individual users Consolidation Integration Interpretation Logs 2 Logs 4 Logs 1 Logs 3 Website 2 Website 4 Website 1 Website 3 Organisation Users
  • 5. What is needed Challenges: Integration of activity data from various logs Consolidation beyond “number of visits” Interpretation of activity data in a user centric, activity oriented Ontologies: Formal, machine processable conceptual models of a domain Allow for integration of heterogeneous data As semantic models of the data, can be used to reason upon the data
  • 6. Hypothesis Taking a user centric point of view can allow different types of analysis of logs/activity data, which are valuable to the organisation and the user Ontologies and Ontology-based reasoning can support the integration, consolidation and interpretation of activity data from multiple sources
  • 7. Overview Website Activity See next slide. Project to include tools on editing ontologies for AD Trace Actor Inference Semantic Store/Engine Based on Using OWLIM RDF Representations of traces Extracting log formats (apache, piwik, etc.) into RDF Plugin 2 Plugin 4 Plugin 1 Plugin 3 Logs 2 Logs 4 Logs 1 Use case: Open University websites and research project websites Logs 3 Website 2 Website 4 Website 1 Website 3
  • 10. More info UCIAD Blog: http://uciad.info Code base: http://github.com/uciad Twitter: #uciad @mdaquin