Advanced Multimodal Compatibility Modeling and Recommendation

Discover the cutting-edge insights in Advanced Multimodal Compatibility Modeling and Recommendation by Weili Guan, published by Springer International Publishing AG in 2025. This third edition spans 154 pages and delves into innovative methodologies such as correlation-oriented graph learning, modality-oriented graph learning, and unsupervised disentangled graph learning. Whether you are a researcher, practitioner, or student, this book provides comprehensive solutions to complex problems in multimodal compatibility. Enhance your understanding of partially supervised disentangled graph learning and metapath-guided heterogeneous graph learning, making it an essential addition to your library. Equip yourself with the knowledge to navigate the evolving landscape of multimodal systems and recommendations. Perfect for anyone looking to advance their expertise in this dynamic field.