msc informatics: dissertation project demonstration fraser rackham k1065630 supervisor: dr pushpa...

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MSc Informatics: Dissertation Project Demonstration Fraser Rackham K1065630 Supervisor: Dr Pushpa Kumarapeli

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Page 1: MSc Informatics: Dissertation Project Demonstration Fraser Rackham K1065630 Supervisor: Dr Pushpa Kumarapeli

MSc Informatics: Dissertation Project Demonstration

Fraser RackhamK1065630

Supervisor: Dr Pushpa Kumarapeli

Page 2: MSc Informatics: Dissertation Project Demonstration Fraser Rackham K1065630 Supervisor: Dr Pushpa Kumarapeli

Context (Chapter 1)

• UK Schools facing a period of great change (Significant exam reform, Academies, funding reform, staffing pay…)– Fast rate of change vs Schools’ long term planning

of curricula (5 yr offset for typical secondary).– Certainly faster rate of change than existing IS and

staffing skills can readily support.

Page 3: MSc Informatics: Dissertation Project Demonstration Fraser Rackham K1065630 Supervisor: Dr Pushpa Kumarapeli
Page 4: MSc Informatics: Dissertation Project Demonstration Fraser Rackham K1065630 Supervisor: Dr Pushpa Kumarapeli

Literature Review (Chapter 2)

Page 5: MSc Informatics: Dissertation Project Demonstration Fraser Rackham K1065630 Supervisor: Dr Pushpa Kumarapeli

Existing Systems (Chapter 2)• Existing systems are:– Proprietary, closed source, paid. – Are secure and stable, though can be buggy at a

non-halting level.– Focus on compliance (notable exceptions for

assessment analysis applications).– Require data input in specific formats.– Typically support information to date (no historic

view) OR single dataset. Few systems support time-series analysis.

– Rarely interactive.

Page 6: MSc Informatics: Dissertation Project Demonstration Fraser Rackham K1065630 Supervisor: Dr Pushpa Kumarapeli
Page 7: MSc Informatics: Dissertation Project Demonstration Fraser Rackham K1065630 Supervisor: Dr Pushpa Kumarapeli

Scaling Framework (Coburn, Dede)

Page 8: MSc Informatics: Dissertation Project Demonstration Fraser Rackham K1065630 Supervisor: Dr Pushpa Kumarapeli

Architecture

Page 9: MSc Informatics: Dissertation Project Demonstration Fraser Rackham K1065630 Supervisor: Dr Pushpa Kumarapeli

Data ModelSystem

DatasetColl

Dataset

SchoolColl

School

Timetable StudentColl

Student

Classes

Class

Timetable Results

Result

Timetable

StaffColl

Staff

Timetable Classes

Class

Timetable

DAL

DataStore API

Tools

Page 10: MSc Informatics: Dissertation Project Demonstration Fraser Rackham K1065630 Supervisor: Dr Pushpa Kumarapeli

Evaluation: Capacity to support

Integration Information Delivery Analysis Workload/ workflow

Developm

ent Tools/

Extensibility

Collaboration

Reporting

Ad hoc query

MS

Office Integration

Mobile/W

eb based

Interactive visualisation

Scorecards/dashboards

Discovery

Batch reporting

Scheduling

UKSSDA

Page 11: MSc Informatics: Dissertation Project Demonstration Fraser Rackham K1065630 Supervisor: Dr Pushpa Kumarapeli

Next Steps/Critical Review:

• Not ready for wider usage/adoption at present:– Greater breadth/depth of analysis (Depth).– Input/output interfaces (Sustainability).

• Not ready for collaboration of analysis (Depth/Spread):– Multi-user supported, but single-user perspective of data.

• No feedback mechanisms. No annotation.

• Ready for collaboration of development (Spread/Shift):– Github (DCVS).– Documentation inline with code, with wiki to support.– Scales quickly once all outputs replaced with templating.