Post on 08-Feb-2017
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Apri 2016 Jisc Learning AnalyticsJisc/Open University Learning Analytics Network Event
November 2016 Analytics Maturity
Descriptive Analyticswhat happened?
Diagnostic Analyticswhy did it happen?
PredictiveAnalyticswhat will happen?
Prescriptive Analyticswhat should I do?
Automated Decision makingIt's done
Analytics maturity
Descriptive Analyticswhat happened? How do I compare?
Prescriptive Analyticswhat should I do?
Predictivewhat will happen?
Automatedit’s done
Data
Diagnostic Analyticswhy did it happen?
Ordered Data
Sector Transformation
Awareness
Experimentation
Organisation support
Organisational transformation
Analytics without a national approach
Prescriptive Analyticswhat should I do?
Predictive Analyticswhat will happen?
Diagnostic Analyticswhy did it happen?
Sector Transformation
Awareness
Experimentation
Organisation support
Organisational transformation
Descriptive Analyticswhat happened? How do I compare?
Automatedit’s done
Standardised Data
Data
Ordered Data
Analytics with a national approach
Sector Transformation
Awareness
Experimentation
Organisation support
Organisational transformation
Adaptive learning etc.
Recommendation engines etc.
Predictive models, Intervention management etc
Data exploration tools, processes etc
Dashboards, Benchmarking etc.
Data Warehouse, data stores
Data connectors
Analytics with a national approach
Prescriptive Analyticswhat should I do?
Predictive Analyticswhat will happen?
Diagnostic Analyticswhy did it happen?
Descriptive Analyticswhat happened? How do I compare?
Automatedit’s done
Standardised Data
Data
Ordered Data
Descriptive Analytics
Predictive Analytics
Prescriptive Analytics
AutomatedDiagnostic Analytics
Standardised Data
Learning Records Warehouse
xAPI Plugins etc
Data transformation
Data and API Standards
Jisc Services
Other ProviderServices
Basic dashboards
Student App
Services for researchers
Analytics Labs
Benchmarking services
College Analytics
Services for researchers
Basic predictive modelling and intervention management
Procurement frameworks
Services for researchers
Pilot projects
Services for researchers
Pilot projects
Services for researchers
Institutional Dashboards
Data visualisation tools
Data exploration tools
Advanced predictive modelling
Integrated intervention management
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LearningRecords Warehouse
Tenant
...
Anonymization, aggregation and consent
Services for Research
Research
LearningRecords Warehouse
Tenant
LearningRecords Warehouse
Tenant
LearningRecords Warehouse
Tenant
jisc.ac.uk
Jisc Learning Analytics
Contact:
michael.webb@jisc.ac.uk
2/03/2016
Michael Webb