Trust for Intelligent Recommendation

Recommender systems are one of the recent inventions to deal with the ever-growing information overload in relation to the selection of goods and services in a global economy. Collaborative Filtering (CF) is one of the most popular techniques in recommender systems. The CF recommends items to a targ...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Bhuiyan, Touhid (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer New York : Imprint: Springer, 2013.
Edición:1st ed. 2013.
Colección:SpringerBriefs in Electrical and Computer Engineering,
Temas:
Data mining.
Application software.
Artificial intelligence.
Data Mining and Knowledge Discovery.
Computer and Information Systems Applications.
Artificial Intelligence.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Introduction
  • Literature Review
  • Trust Inferences using Subjective Logic
  • Online Survey on Trust and Interest Similarity
  • SimTrust: The Algorithm for Similarity-based Trust Network Generation
  • Experiments and Evaluation
  • Conclusions
  • Appendix A: Sample Survey Questions
  • Appendix B:  Glossary of Terms and Abbreviations
  • Appendix C:  Combining Trust & Reputation Management.

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