Latent semantic models for collaborative filtering.

Latent semantic models for collaborative filtering.

Collaborative filtering aims at learning predictive models of user preferences, interests or behavior from community data, that is, a database of available user preferences. In this article, we describe a new family of model-based algorithms designed for this task. These algorithms rely on a statist...

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Bibliographic Details
Published in:ACM transactions on information systems. 22, 1 (2004).
Main Author: Hofmann, Thomas
Format: Article
Language:English
Subjects:
Information systems.
Information storage and retrieval.
Information search and retrieval.
Information filtering.
Computing methodologies.
Pattern recognition.
Clustering.
Algorithms.