User:Kku/Books/Textmining

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Textmining[edit]

An information-theoretic view[edit]

Introduction: Language; Natural language; Historical linguistics; Linguistics; Language model; Morphology (linguistics); Meaning (linguistics); Parsing; Markov model; Text mining; Text categorization; Terminology extraction; Knowledge extraction; Information extraction; Relationship extraction; Concept mining; Concept search; Information retrieval; Ranking (information retrieval); Document retrieval; Document clustering; Machine learning; Hidden Markov model; Machine translation; Compound term processing; Document classification; Alphabet (computer science); Bag-of-words model; Combinatorics on words; co-occurence; Predictive classification; Text linguistics; Speech recognition; Sentiment analysis; Natural language processing; Named-entity recognition; Latent Dirichlet allocation
Sources: Text corpus; Corpus linguistics; Lexicon; Thesaurus
Grammar: Grammar; Formal grammar; Context-free grammar; Stochastic context-free grammar; Synchronous context-free grammar; Chomsky hierarchy
Parts of Speech: Formal language; Part of speech; Part-of-speech tagging; Phrase chunking; shallow parsing; Phoneme; Morpheme; Null morpheme; Lexeme; Adjective; Verb; Clause; Predicate (grammar); Sentence (linguistics); Sentence diagram; Noun phrase; Subject (grammar); Conjunction (grammar); Object (grammar); Phrase structure grammar; Dependency grammar; Argument (linguistics); Finite verb; Agreement (linguistics); Grammatical gender; Preposition and postposition; Adverb; Determiner; Article (grammar); Grammatical case; Grammatical number; Pronoun; Copula (linguistics); Affix; Suffix; Marker (linguistics); Grammatical person; Inflection; Grammatical conjugation; Syntax; Pragmatics; Semantics; Noun; Dependent clause; Classifier (linguistics); Noun class; Anaphora; cataphora; endophora; Pro-form:Quantification; Indefinite pronoun; Possessive determiner; Demonstrative; Predicative expression; Subject complement; Phrase; antecedent (grammar); Determiner phrase; Bag-of-words model; Word
Statistical text processing: Topic model; Stochastic grammar; Collocation; Collostructional analysis; Dynamic topic model; F1 score; Factored language model; Glottochronology; Lexicostatistics; Lexical analysis; N-gram; Trigram tagger; Dissociated press; K-mer; W-shingling; Vector space model; Jaccard index; Katz's back-off model; Markovian discrimination; Noisy channel model; Noisy text analytics; Semantic analysis; Coherence (linguistics); Cohesion (linguistics); Probabilistic latent semantic analysis; Sinkov statistic; Statistical machine translation; Statistical parsing; Tf–idf; Mean reciprocal rank; Topic model; Latent semantic indexing; Variable rules analysis; Computational linguistics
Software tools: Natural Language Toolkit; General Architecture for Text Engineering; OpenNLP
Text similarity: Text clustering; Semantic similarity; Cosine similarity; String metric; Approximate string matching; MinHash; Bloom filter; Edit distance; Levenshtein distance; String searching algorithm; News analytics; Sequential Pattern Mining; Name resolution; Stop words; Semantic translation; Faceted search; Generative grammar; Biomedical text mining; Medical literature retrieval; Coreference; Nearest referent; Automatic summarization; Multi-document summarization; Semantic role labeling; Lexical semantics; Thematic relation; Morphosyntactic alignment; Differential object marking; Chomsky normal form; Question answering