CS 4220 — Information Retrieval

4 semester hoursUndergraduateLecture

Introduces information retrieval (IR) systems and different approaches to IR. Topics covered include evaluation of IR systems; retrieval, language, and indexing models; file organization; compression; relevance feedback; clustering; distributed retrieval and metasearch; probabilistic approaches to IR; Web retrieval; filtering, collaborative filtering, and recommendation systems; cross-language IR; multimedia IR; and machine learning for IR.

Prerequisites

• all of:
  • one of:
    • CS 3100 (min D-)
    • CIS 310M
    • CS 3500 (min D-)
    • DS 3500 (min D-)
  • one of:
    • DS 3000 (min D-)
    • CIS 250M

Links

Official catalog (CS course descriptions) · All CS courses · Plan it at numap.app