suggesting metadata in alfresco
Post on 12-May-2015
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DESCRIPTION
Applying machine learning to suggest meta-data in Alfresco
TRANSCRIPT
Suggesting metadataAlfresco hack-a-ton@Brussels
Jonas HeylenWillem Van den Eynde
Problem ● force users to fill in metadata
Existing solution
● rules that set default metadata● custom behaviors to inherit metadata
● drawbackso maintenanceo time-consuming
Suggesting metadata
Suggesting metadata
● based on location, role, …
Implementation
● train on existing data with machine-learning algorithms
Implementation (prototype)
model.predict(path)
predictions with probabilities
Demo
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