Recommendation Systems

• Transparent and Scrutable Recommendations Using Natural Language User Profiles
• Neural Collaborative Filtering
• Improving Personalized Explanation Generation through Visualization

Resources

• What is collaborative filtering - IBM

Notes

• A key distinguishing difference between Information Retrieval (IR) and Recommendation Systems is that RecSys doesn’t take a user query - we recommend without the user asking us something explicit cf IR where the user expresses intent / what they want to find.

Challenges

• AIcrowd Spotify Million Playlist Dataset Challenge Challenges