User:Naizari/Books/Information Retrieval

Information Retrieval

 * Files and Storage
 * Character encoding
 * ASCII
 * Unicode
 * Windows code page
 * UTF-8
 * Text file
 * File format
 * List of file signatures


 * Information Retrieval
 * Information retrieval
 * Document retrieval


 * Pattern Match
 * Full-text search
 * String searching algorithm
 * Rabin–Karp algorithm
 * Knuth–Morris–Pratt algorithm
 * Boyer–Moore string search algorithm
 * Bitap algorithm
 * Aho–Corasick algorithm
 * Commentz-Walter algorithm
 * Regular grammar
 * Regular expression


 * Indexing
 * Search engine indexing
 * Inverted index
 * N-gram
 * Document-term matrix


 * Steps of IR
 * Lexical analysis
 * Stemming
 * Lemmatisation


 * Methods of IR
 * Standard Boolean model
 * Fuzzy retrieval
 * Vector space model
 * Generalized vector space model
 * Topic-based vector space model
 * Latent semantic analysis
 * Binary Independence Model
 * Probabilistic relevance model
 * Uncertain inference
 * Language model
 * Divergence-from-randomness model
 * Latent Dirichlet allocation
 * Precision and recall
 * Tf–idf


 * Search Engines