Cover Image
Read Now

Context-Aware Collaborative Prediction

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...

Full description

Bibliographic Details
Main Authors: Wu, Shu, Liu, Qiang (Author), Wang, Liang (Author), Tan, Tieniu (Author)
Format: eBook
Language:English
Published: Singapore Springer Nature Singapore 2017, 2017
Edition:1st ed. 2017
Series:SpringerBriefs in Computer Science
Subjects:
Information Storage And Retrieval
Artificial Intelligence
Data Mining
Application Software
Information Storage And Retrieval Systems
Data Mining And Knowledge Discovery
Computer And Information Systems Applications
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
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

Similar Items