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Development of a semantic and syntactic model of natural language by means of non-negative matrix and tensor factorization
Abstract A method for developing a structural modelA method for developing a structural model of natural language syntax and semantics is proposed. Syntactic and semantic relations between parts of a sentence are presented in the form of a recursive structure called a control space. Numerical characteristics of these data are stored in multidimensional arrays. After factorization, the arrays serve as the basis for the development of procedures for analyses of natural language semantics and syntax. of natural language semantics and syntax.
Abstractsub A method for developing a structural modelA method for developing a structural model of natural language syntax and semantics is proposed. Syntactic and semantic relations between parts of a sentence are presented in the form of a recursive structure called a control space. Numerical characteristics of these data are stored in multidimensional arrays. After factorization, the arrays serve as the basis for the development of procedures for analyses of natural language semantics and syntax. of natural language semantics and syntax.
Bibtextype inproceedings  +
Doi 10.1007/978-3-319-10816-2_40  +
Has author Anisimov A. + , Marchenko O. + , Taranukha V. + , Vozniuk T. +
Has extra keyword Factorization + , Information retrieval + , Knowledge representation + , Ontology + , Syntactics + , Multidimensional arrays + , Natural language semantics + , Natural language syntax and semantics + , Non-negative matrix and tensor factorizations + , Numerical characteristics + , Recursive structure + , Wikipedia + , Wordnet + , Semantics +
Has keyword Information extraction + , Knowledge representation + , Ontology + , Wikipedia + , Wordnet +
Isbn 9783319108155  +
Language English +
Number of citations by publication 0  +
Number of references by publication 0  +
Pages 324–335  +
Published in Lecture Notes in Computer Science +
Title Development of a semantic and syntactic model of natural language by means of non-negative matrix and tensor factorization +
Type conference paper  +
Volume 8655 LNAI  +
Year 2014 +
Creation dateThis property is a special property in this wiki. 7 November 2014 11:58:14  +
Categories Publications without license parameter  + , Publications without remote mirror parameter  + , Publications without archive mirror parameter  + , Publications without paywall mirror parameter  + , Conference papers  + , Publications without references parameter  + , Publications  +
Modification dateThis property is a special property in this wiki. 7 November 2014 11:58:14  +
DateThis property is a special property in this wiki. 2014  +
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Development of a semantic and syntactic model of natural language by means of non-negative matrix and tensor factorization + Title
 

 

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