Programming collective intelligence : building smart web 2.0 applications /

"Want to tap the power behind search rankings, product recommendations, social bookmarking, and online matchmaking? This book demonstrates how you can build Web 2.0 applications to mine the enormous amount of data created by participatory Internet applications. With the sophisticated algorithms...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Segaran, Toby
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Sebastapol, Calif. : O'Reilly, 2007.
Temas:
Information technology > Social aspects > Programming.
Internet programming.
Artificial intelligence.
Data mining.
Information storage and retrieval systems.
Programming languages (Electronic computers)
Artificial Intelligence
Data Mining
Information Storage and Retrieval > methods
Information Systems
Internet
Programming Languages
Technologie de l'information > Aspect social > Programmation.
Programmation Internet.
Intelligence artificielle.
Exploration de données (Informatique)
Systèmes d'information.
Langages de programmation.
artificial intelligence.
COMPUTERS > Information Technology.
Information storage and retrieval systems
Data mining
Artificial intelligence
Internet programming
World Wide Web 2.0
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • 1. Introduction to collective intelligence
  • 2. Making recommendations
  • 3. Discovering groups
  • 4. Searching and ranking
  • 5. Optimization
  • 6. Document filtering
  • 7. Modeling with decision trees
  • 8. Building price models
  • 9. Advanced classification : kernel methods and SVMs
  • 10. Finding independent features
  • 11. Evolving intelligence
  • 12. Algorithm summary
  • App. A. Third-party libraries
  • App. B. Mathematical formulas.

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