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Suggesting metadata
Alfresco hack-a-ton@Brussels
Jonas Heylen
Willem Van den Eynde
Problem
● force users to fill in metadata
Existing solution
● rules that set default metadata
● custom behaviors to inherit metadata
● drawbacks
o maintenance
o tim...
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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Suggesting metadata in Alfresco

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Applying machine learning to suggest meta-data in Alfresco

Published in: Internet, Education, Technology
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Suggesting metadata in Alfresco

  1. 1. Suggesting metadata Alfresco hack-a-ton@Brussels Jonas Heylen Willem Van den Eynde
  2. 2. Problem ● force users to fill in metadata
  3. 3. Existing solution ● rules that set default metadata ● custom behaviors to inherit metadata ● drawbacks o maintenance o time-consuming
  4. 4. Suggesting metadata
  5. 5. Suggesting metadata ● based on location, role, …
  6. 6. Implementation ● train on existing data with machine-learning algorithms
  7. 7. Implementation (prototype) model.predict(path) predictions with probabilities
  8. 8. Demo

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