Reciprocal Recommender Systems
This book provides an introduction to reciprocal recommendation. It starts with theory, and then moves on to concrete examples of the most successful algorithms in the field. Researchers and developers with a little background in machine learning will find many of the algorithms are straightforward...
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| Format: | Electrònic eBook |
| Idioma: | anglès |
| Publicat: |
Cham :
Springer Nature Switzerland : Imprint: Springer,
2025.
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| Edició: | 1st ed. 2025. |
| Col·lecció: | SpringerBriefs in Computer Science,
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| Matèries: | |
| Accés en línia: | https://doi.org/10.1007/978-3-031-85103-2 |
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Taula de continguts:
- Preface
- 1. Introduction
- 2. Theoretical Background
- 3. Collaborative Filtering
- 4. Content-Based Filtering
- 5. Hybrid Filtering and Additional Approaches
- 6. Matching Theory
- 7. Ethical Concerns and Future Work.