Introduction to Information Retrieval

Christopher D. Manning, Prabhakar Raghavan, Hinrich Schütze

Key Facts and Insights

  1. The book provides an intuitive understanding of Information Retrieval (IR) concepts: It covers the fundamentals of IR that include Boolean retrieval, the term-document incidence matrix, and term frequency-inverse document frequency (TF-IDF).
  2. It delves into the mathematics behind IR: The book elaborates on vector space models, cosine similarity, and probabilistic relevance models, providing a rich mathematical foundation for understanding IR.
  3. Compression methods and indexing: The authors give an in-depth explanation of compression methods for efficient storage and indexing, which is crucial for handling large volumes of data in IR systems.
  4. Web search engines: The book covers...

    Please log in or register to view the full book summary.

Please log in or register to view the video summary.

Islam Elhosary
🤍
Available
Certified
5.8

Islam Elhosary DE

Full Stack Data Scientist