User:Xexeo/Books/Information Retrieval

Overview

 * Motivation
 * Information
 * Information needs
 * Information overload
 * Information seeking


 * Search and Retrieval
 * Information retrieval
 * Full text search
 * Document retrieval
 * Web search engine


 * IR Models
 * Standard Boolean model
 * Topic-based vector space model
 * Vector space model
 * Latent semantic indexing
 * Probabilistic relevance model
 * Generalized vector space model
 * Language model
 * Extended Boolean model
 * Latent Dirichlet allocation
 * Binary Independence Model
 * Algorithm
 * Bag of words model
 * Latent semantic analysis


 * Vocabulary
 * Uncertain inference
 * Statistics
 * Uniform resource locator
 * Metadata
 * Meta element
 * HTML
 * Symbol
 * Spamdexing
 * Hyperlink
 * World Wide Web
 * Natural language
 * Web page
 * Semantic Web
 * Document
 * Type I and type II errors


 * Algorithms
 * Breadth-first search
 * CheiRank
 * Depth-first search
 * Hilltop algorithm
 * HITS algorithm
 * Okapi BM25
 * PageRank
 * Rocchio algorithm
 * Tf*idf


 * Evaluation
 * Precision and recall
 * Relevance
 * F1 score
 * Accuracy and precision
 * Relevance (information retrieval)
 * Sensitivity and specificity


 * Techniques
 * Binary classification
 * Controlled vocabulary
 * Index term
 * Inverted index
 * Link analysis
 * Methods of website linking
 * Search engine indexing
 * Spider trap
 * Question answering
 * Web crawler
 * Word-sense disambiguation


 * Special Cases
 * Adversarial information retrieval
 * Divergence-from-randomness model
 * Federated search
 * Metasearch engine
 * Multimedia Information Retrieval
 * Vertical search


 * Associations and Groups
 * National Institute of Standards and Technology
 * Special Interest Group on Information Retrieval


 * Real World
 * Google
 * Search engine optimization


 * Natural Language Processing
 * Automatic summarization
 * Body text
 * Named-entity recognition
 * Natural language processing
 * Part-of-speech tagging
 * Parsing
 * Sentiment analysis
 * Appraisal theory
 * Text segmentation


 * Collaboration in IR
 * Collaborative filtering
 * Collaborative information seeking
 * Collaborative search engine
 * Computer-supported cooperative work
 * Crowdsourcing
 * Enterprise bookmarking
 * Search engine marketing
 * Social software


 * Bad Behavior
 * Article spinning
 * Doorway page
 * Google bomb
 * Link farm
 * Page hijacking
 * Scraper site
 * Spam blog


 * Machine Learning
 * Machine learning
 * Support vector machine
 * Social search
 * Local search (Internet)
 * Human search engine
 * Relevance feedback
 * Natural language user interface
 * Web query classification
 * Semantic role labeling
 * Lexical semantics
 * Linguistics