What this resource explores
A computer-science approach to finding relevant information in document collections. It connects indexing and ranking with evaluation, text classification and web search.
- Indexing, term weighting and document ranking
- Evaluating search effectiveness
- Text classification, clustering and web search
Who it is for
Readers with a computing background who want to understand search and information organization.
Background & preparation
Basic algorithms and data structures support the opening chapters. Later material also uses linear algebra and probability.
A way to approach it
Start with indexing and retrieval models, then connect ranking to evaluation. Treat classification and web search as extensions of that foundation.
Edition & context
The entry refers to the 2008 book. Its foundations should be distinguished from later search products and implementation tools.