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Recommender Systems: Algorithms and Applications
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Barnes and Noble
Recommender Systems: Algorithms and Applications
Current price: $130.00
Barnes and Noble
Recommender Systems: Algorithms and Applications
Current price: $130.00
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Size: Hardcover
*Product Information may vary - to confirm product availability, pricing, and additional information please contact Barnes and Noble
Recommender systems use information filtering to predict user preferences. They are becoming a vital part of e-business and are used in a wide variety of industries, ranging from entertainment and social networking to information technology, tourism, education, agriculture, healthcare, manufacturing, and retail.
dives into the theoretical underpinnings of these systems and looks at how this theory is applied and implemented in actual systems.
- Machine learning algorithms
- Community detection algorithms
- Filtering algorithms
- A latent-factor technique for model-based filtering systems
- Collaborative filtering approaches
- Content-based approaches
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