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Cornell IR Lectures
Cornell IR Lectures
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Searching full text 1: Basic concepts
Searching full text 2: Dictionaries, inverted files, postings
Searching full text 3: Term weighting
Searching full text 4: Similarity, ranking and the vector space model
Searching full text 5: Index construction
String processing 1: Wild cards, stemming, and spelling
String processing: String search
Relevance feedback and query refinement
Latent semantic indexing
Evaluation of retrieval effectiveness 1: Measures of effectiveness
Evaluation of retrieval effectiveness 2: TREC
Probabilistic information retrieval
Architecture of information retrieval systems
Web searching 1: Web crawling
Web searching 2: Links and anchor text
Web searching 3: Spam and advertising
Web searching 4: Systems aspects of web searching
Metadata 1: Library catalogs
Metadata 2: Metadata scheme
Metadata 3: Non-text materials
Metadata 4: thesauruses
Usability 1: Interfaces for browsing and searching
Usability 2: Evaluation with human in the loop
Usability 3: Visualization
Classification and categorization
Mixed content and metadata
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