Information Retrieval (27-3014) - The Academic College of Tel-Aviv - Yafo
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)
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Exercises
Information unavailable
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Exam
Information unavailable
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Additional Material
- Manning, C., Raghavan, P., & Schütze, H. (2008). Introduction to Information Retrieval: Cambridge University Press.
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