Accelerated Singular Value Decomposition (ASVD) using momentum based Gradient Descent Optimization
The limitations of neighborhood-based Collaborative Filtering (CF) techniques over scalable and sparse data present obstacle for efficient recommendation systems. These techniques show poor accuracy and dismal speed in generating recommendations. Model-based matrix factorization is an alternative ap...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2021-05-01
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| Series: | Journal of King Saud University: Computer and Information Sciences |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S1319157818300636 |