Matrix and Tensor Factorization Techniques for Recommender Systems

by Panagiotis Symeonidis and Andreas Zioupos

Part I Matrix Factorization Techniques.- 1. Introduction.- 2. Related Work on Matrix Factorization.- 3. Performing SVD on matrices and its Extensions.- 4. Experimental Evaluation on Matrix Decomposition Methods.- Part II Tensor Factorization Techniques.- 5. Related Work on Tensor Factorization.- 6. HOSVD on Tensors and its Extensions.- 7. Experimental Evaluation on Tensor Decomposition Methods.- 8 Conclusions and Future Work.

• Format: Paperback
• Language: English
• ISBN: 3319413562
• ISBN13: 9783319413563
• Release Date: February 2017
• Publisher: Springer
• Length: 102 Pages
• Weight: 0.36 lbs.
• Dimensions: 0.2" x 6.1" x 9.2"