Context-aware collaborative prediction / Shu Wu, Qiang Liu, Liang Wang, Tieniu Tan.

This book presents two collaborative prediction approaches based on contextual representation and hierarchical representation, and their applications including context-aware recommendation, latent collaborative retrieval and click-through rate prediction. The proposed techniques offer significant im...

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Bibliographic Details
Online Access: Full Text (via Springer)
Main Authors: Wu, Shu (Author), Liu, Qiang (Author), Wang, Liang (Author), Tan, Tieniu (Author)
Format: eBook
Language:English
Published: Singapore : Springer, 2017.
Series:SpringerBriefs in computer science.
Subjects:
Table of Contents:
  • 1. Introduction
  • 2. Context-Aware Collaborative Prediction
  • 3. Context Operation
  • 4. Hierarchical Representation
  • 5. Context-Aware Recurrent Structure
  • 6. Performance of Different Collaborative Prediction Tasks.