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» Putting Users in Control of their Recommendations
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ISMIR
2005
Springer
120views Music» more  ISMIR 2005»
15 years 3 months ago
User Evaluation of a New Interactive Playlist Generation Concept
Selecting the ‘right’ songs and putting them in the ‘right’ order are key to a great music listening or dance experience. ‘SatisFly’ is an interactive playlist generat...
Steffen Pauws, Sander van de Wijdeven
ICPPW
2002
IEEE
15 years 3 months ago
Hebbian Algorithms for a Digital Library Recommendation System
generally meta-data, so that documents on any specific subject can be transparently retrieved. While quality control can in principle still rely on the traditional methods of peer-...
Francis Heylighen, Johan Bollen
RECSYS
2009
ACM
15 years 4 months ago
Recommending new movies: even a few ratings are more valuable than metadata
In the Netflix Prize competition many new collaborative filtering (CF) approaches emerged, which are excellent in optimizing the RMSE of the predictions. Matrix factorization (M...
István Pilászy, Domonkos Tikk
RECSYS
2009
ACM
15 years 4 months ago
Harnessing the power of "favorites" lists for recommendation systems
We propose a novel collaborative recommendation approach to take advantage of the information available in user-created lists. Our approach assumes associations among any two item...
Maryam Khezrzadeh, Alex Thomo, William W. Wadge
RECSYS
2010
ACM
14 years 10 months ago
Recommending based on rating frequencies
Since the development of the comparably simple neighborhood-based methods in the 1990s, a plethora of techniques has been developed to improve various aspects of collaborative fil...
Fatih Gedikli, Dietmar Jannach