For introductory information retrieval courses at the undergraduate and graduate level in computer science, information science and computer engineering departments.
Written by a leader in the field of information retrieval, Search Engines: Information Retrieval in Practice, is designed to give undergraduate students the understanding and tools they need to evaluate, compare and modify search engines. Coverage of the underlying IR and mathematical models reinforce key concepts. The book's numerous programming exercises make extensive use of Galago, a Java-based open source search engine.
SUPPLEMENTS
- Extensive lecture slides (in PDF and PPT format)
- Solutions to selected end of chapter problems (Instructors only)
- Test collections for exercises
- Galago search engine
1. Search English and Information Retrieval
2. Architecture of a Search Engine
3. Crawls and Feeds
4. Processing Text
5. Ranking with Indexes
6. Queries and Interfaces
7. Retrieval Models
8. Evaluating Search Engines
9. Classification and Clustering
10. Social Search
11. Beyond Bag of Words