Recommender system
Recommendation using Machine learning algorithms.
Can we incorporate serendipity in the algorithm1? (more on google scholar page: http://scholar.google.com/scholar?hl=en&q=serendipity+recommendation&btnG=&as_sdt=1%2C15&as_sdtp)
Topics
Books
Articles
- http://engineering.foursquare.com/2011/03/22/building-a-recommendation-engine-foursquare-style/
- Recommender systems, Part 1: Introduction to approaches and algorithms
References
- Introduction to Recommender Systems Handbook
- Recommender Systems
- Navigability of Recommendation Networks
Temporal
- Time weight collaborative filtering - let’s put more emphasis on recent items.
- Collaborative filtering with temporal dynamics
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Zhang, Yuan Cao; Séaghdha, Diarmuid Ó; Quercia, Daniele; Jambor, Tamas (2012). Auralist. pp. 13. doi:10.1145/2124295.2124300. ↩