Challenge and Potential of Fine Grain, Cross-Institutional Learning Data

challenges of diversity

Alan DixTalis & University of Birmingham http://alandix.com/academic/papers/LS2016/

Talis Aspire Reading List

store and structure course resources

embeded in VLE

connects with course management and learning analytics

Talis Aspire Reading Lists … scale …

Talis lighthouse pilot

universal player

micro-analytics … individual course resource student

scaleup and down

MOOC scale

lots of studentsfollowing the same course

large volumes of homogeneous data

heterogeneitycourses andinstitutions

individualitylearning styles

patterns of viewing

cross-institutionalissues

ownership and privacy

abstracting heterogeneity ?individual traces classes of behaviour

big data analysis pedagogic feedback