1. VuFind Account Based Recommender
Jim Hahn

2. Previous Work
Minrva 3
Policy Requirements
New Work: VuFind Web App Login overlay and updated privacy policy for website users
Explore VuFind 3 integration

3. Account Based Recommendations

4. From Web App: your account
Subject Metadata in your VuFind account:
VuFind Favorites
Checked out items
Requested item
Renewals

5. Offline Work: Transaction History
Data mining occurs offline
Clusters of subjects checked out together
Stored and data mined for association rules
The association rules are what get called when you ask for recommendations

6. Minrva 3.0: recommender API

7. RESTful APIs

8. VuFind Web App Login overlay