This paper (9 page PDF) proposes an end-to-end workflow for managing data in learning analytics. Probably the best part of it is the diagram, which summarizes the entire paper in one easy image. It's not clear from the article how much of it has been implemented, but certainly parts of it have been, as the authors describe features (such as custom algorithms) that currently exist. All in all, the paper provides a useful framework and a good foundation for future work.
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