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What is SessionRec: Next Session Prediction Model about?

The document introduces SessionRec, a new next-session prediction paradigm for generative sequential recommendation that addresses the misalignment of traditional next-item prediction methods with real-world user interactions. It emphasizes session-based representation learning and incorporates a rank loss to enhance ranking effectiveness, demonstrating significant performance improvements in experiments. The proposed framework is model-agnostic and computationally efficient, establishing a foundation for a

Author

WarKING GAMING

Language

EN