Dr. Oren E. Nahum, Ph.D.

Information Retrieval (27-3014) - The Academic College of Tel-Aviv - Yafo

General

  • Spring 2016 - Sunday, 16:15-18:45 and Wednsday, 11:15-13:45. 
  •  Syllabus.

September 11, 2017

Course Outline

  • Lecture 1 (Lecture Notes in Hebrew)
    •  Introduction to Information Retrieval and Web Search
    • Term-Document Incidence Matrix
    •  Inverted Index & Query Processing
    •  The Boolean Retrieval & Extanded Boolean Retrival Models
    •  Phrase Queries & Positional Indexes
    •  Structured, Un-Structured and Semi-Structured Data
  •  Lecture 2 (Lecture Notes in Hebrew)
    •  Document Ingestion
    •  Tokens
    •  Terms
    •  Stemming & Lemmatization
    •  Skip Pointers
  •  Lecture 3 (Lecture Notes in Hebrew)
    • Dictionaries and tolerant retrieval
    •  Wild-card queries
    •  Spelling correction
    •  Soundex
  •  Lecture 4 (Lecture Notes in Hebrew)
    •  Index Construction
  •  Lecture 5 (Lecture Notes in Hebrew) 
    • Index Compression
    •  Dictionary Compression
    •  Postings Compression
  •  Lecture 6 (Lecture Notes in Hebrew)
  •  Lecture 7 (Lecture Notes in Hebrew)

September 11, 2017

Exercises

Information unavailable

September 11, 2017

Exam

Information unavailable

September 11, 2017

Additional Material

September 11, 2017