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 fascinating book demonstrates how you can build Web 2.0 applications to mine the enormous amount of data created by people on the Internet. With the sophisticated algorithms in thi...
| Autor principal: | |
|---|---|
| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
Sebastapol, California :
O'Reilly
2007.
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| Edición: | 1st edition |
| Materias: | |
| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009627002406719 |
Tabla de Contenidos:
- Introduction to collective intelligence
- Making recommendations
- Discovering groups
- Searching and ranking
- Optimization
- Document filtering
- Modeling with decision trees
- Building price models
- Advanced classification : kernel methods and SVMs
- Finding independent features
- Evolving intelligence
- Algorithm summary.
