CS 371R:
Information Retrieval and Web Search


Instructor

Raymond J. Mooney, office hours: 11am-noon Tues and 3-4pm Thu, Zoom link on Canvas.

Teaching Assistant

Chinmoy Samant, Office hours: Mon and Wed 2-3pm, Zoom link on Canvas.

Time and Place

Fall, 2020; TuTh 9:30-11:00 AM; On Zoom (see links on Canvas course page)

General Course Information

Textbook

Introduction to Information Retrieval by Christopher D. Manning, Prabhakar Raghavan and Hinrich Schütze

Programming Projects

Exams

PowerPoint Presentations

  1. Introduction (PowerPoint) (PDF) (PDF handout)
  2. Boolean and Vector-Space Retrieval Models (PowerPoint) (PDF) (PDF handout)
  3. Basic Tokenizing, Indexing, and Implementation of Vector-Space Retrieval (PowerPoint) (PDF) (PDF handout)
  4. Performance Evaluation of Information Retrieval Systems (PowerPoint) (PDF) (PDF handout)
  5. Query Operations (Relevance Feedback / Query Expansion) (PowerPoint) (PDF) (PDF handout)
  6. Query Languages (PowerPoint) (PDF) (PDF handout)
  7. Text Properties and Languages (PowerPoint) (PDF) (PDF handout)
  8. Web Search: Introduction (PowerPoint) (PDF) (PDF handout)
  9. Web Search: Spidering (PowerPoint) (PDF) (PDF handout)
  10. Web Search: Interfaces (PowerPoint) (PDF) (PDF handout)
  11. Web Search: Link Analysis (PowerPoint) (PDF) (PDF handout)
  12. Automated Text Categorization (PowerPoint) (PDF) (PDF handout)
  13. Language-Model Based Retrieval (PowerPoint) (PDF) (PDF handout)
  14. Automated Text Clustering (PowerPoint) (PDF) (PDF handout)
  15. Recommender Systems (PowerPoint) (PDF) (PDF handout)
  16. Ethical Issues in IR
  17. Information Extraction (PowerPoint) (PDF) (PDF handout)
  18. Semantic Parsing for Question Answering (PowerPoint) (PDF) (PDF handout)
  19. Deep Learning (PowerPoint) (PDF) (PDF handout)

Servlet Demos

Java Course Code

A jar file for the course Java code is available here.

JavaDoc for Course Code

Related Courses

Miscellaneous Links

Relevant Books Written for the General Public


mooney@cs.utexas.edu