Education Team/Quest for Data: Difference between revisions
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== Learning Analytics == | |||
We have identified the following stages in the learning analytics workflow. Implementation of each stage is independent to provide for flexibility of use by different stakeholders: | |||
# '''Measurement''' | |||
#* Data is generated at the source | |||
#** Journal metadata | |||
#** sugar-stats | |||
# '''Collection''': | |||
#* The measured data needs to be collected from the source, anonymized, aggregated, and prepared for processing. | |||
#** transfer of data from schools to central location | |||
#** anonymization: currently not implemented | |||
#** olpc_journal_processor: https://github.com/Leotis/olpc_journal_processor | |||
#** xo-stats: https://github.com/martasd/xo-stats | |||
# '''Analysis''' | |||
#* Analysis of raw data or data aggregated in a database. | |||
#** spreadsheet application (LibreOffice) | |||
#**statistics application: SOFA Statistics, R, CouchDB views, etc. | |||
# '''Reporting''' | |||
#* A meaningful report tailored to the needs of a particular audience is generated | |||
#** CouchDB + D3.js, HighCharts, InfoVIS Toolkit, jqPlot, dc.js within Flask templates-> HTML, PNG, PS, PDF, SVG, etc. | |||
#** Using CouchDB with InfoVIS Toolkit: http://bergie.iki.fi/blog/business_analytics_with_couchdb_and_noflo | |||
#** OLPC Dashboard: https://github.com/Leotis/olpc-datavisualization | |||
# '''Sharing Results''' | |||
#* Analysis results and visualizations are shared across deployments. | |||
#** currently not implemented | |||
== Deployments == | == Deployments == | ||
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These are the basic questions answered in the first stage of [https://github.com/martasd/xo-stats xo-stats] project. | These are the basic questions answered in the first stage of [https://github.com/martasd/xo-stats xo-stats] project. | ||
'' | '''Deployment Organizations:''' | ||
* How many times do installed activities get used? How does the activity use differ over time? | * How many times do installed activities get used? How does the activity use differ over time? | ||
* Which activities are children using to create files? What kind of files are being created? | * Which activities are children using to create files? What kind of files are being created? | ||