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A New Method of Extracting Structured Meanings from Natural Language Texts and Its Application
P. 81-84.
Fomichov V. A., Razorenov A.
An original method of developing the algorithms of semantic-syntactic analysis of texts in natural language (NL) is set forth. It expands the method proposed by V.A. Fomichov in the monograph published by Springer in 2010. For building semantic representations, the class of SK-languages is used. The input texts may be at least from broad and practically interesting sublanguages of English, French, German, and Russian languages. The final part of the paper describes an application of the elaborated method to the design of a NL-interface to an action-based software system. The developed NL-interface NLC-1 (Natural Language Commander -Version 1) is implemented with the help of the functional programming language Haskell.
Keywords: natural language processing теория К-представленийСК-языки семантическое представление текстаtheory of K-representationsSK-languagesalgorithm of semantic-syntactic analysisалгоритм семантико-синтаксического анализакомпьютерная обработка естественного языкаsemantic representationtext meaning representationпредставление значения текстаaction-based applicationNatural Language CommanderHaskellбазирующееся на действиях приложениеЕстественно-Языковый КоммандерХаскел
Fomichov V. A., , in : Natural Language Processing and Information Systems. 18th International Conference on Applications of Natural Language to Information Systems, NLDB 2013, Salford, UK, June 2013. Proceedings. Issue LNCS 7934.: Dordrecht, L., Heidelberg, NY : Springer, 2013. P. 249-259.
The paper formulates the problem of constructing a broadly applicable and flexible Conceptual Metagrammar (CM). It is to be a collection of the rules enabling us to construct step by step a semantic representation (or text meaning representation) of practically arbitrary sentence or discourse pertaining to mass spheres of human’s professional activity. The opinion is ...
Added: November 27, 2013
Razorenov A., Fomichov V. A., Procedia Computer Science 2014 No. 31 P. 1005-1011
Due to evolutionary increase of the software complexity, graphical user interfaces have been becoming more and more complex, and often this process encounters the restricted possibilities of reflecting graphics on a display. This paper describes an original approach to designing natural language interfaces for the action-based applications as the complements and alternatives to traditional graphical ...
Added: December 8, 2014
Fomichov V. A., , in : Advances in decision technology and intelligent information systems. Issue XIV.: Tecumseh, Ontario : The International Institute for Advanced Studies in Systems Research and Cybernetics, 2013. P. 37-41.
The paper describes a broadly applicable method of designing multilingual semantics-syntactic analyzers of recommender systems. The user inputs may include the questions of many kinds formed with the help of interrogative words (or without interrogative words), verbs, nouns, attributes, prepositions, the designations of the digital values of various parameters. For the queries in English and ...
Added: November 27, 2013
Fomichov V. A., , in : Advances in Decision Technology and Intelligent Information Systems, Vol. XIII. Issue 13.: Tecumseh : The International Institute for Advanced Studies in Systems Research and Cybernetics, 2012. P. 6-10.
The paper describes a new method of constructing recommender systems with natural-language interface. This method is based on the theory of K-representations (knowledge representations) - a new theory of designing semantic-syntactic analyzers of natural language texts with the broad use of formal means for representing input, intermediary, and output data. The current version of the ...
Added: November 23, 2012
Фомичев В.А., Разоренов А.А., Информационные технологии 2015 Т. 21 № 6 С. 403-411
The paper shows an incompleteness of theoretical foundations of the Computational Semantics branches called Semantic Role Labeling and Frame-Semantic Parsing. This situation is a consequence of a seeming lack of a semantic formalism allowing to describe semantic structures of complex sentences and discourses pertaining to arbitrary application domains. It is concluded that the theory of ...
Added: November 25, 2015
Fomichov V. A., , in : Database and Expert Systems Applications, 25th International Conference, DEXA 2014, Munich, Germany, September 1-4, 2014, Proceedings. * 1. Issue LNCS 8644.: Cham : Springer, 2014. P. 394-401.
The paper proposes a workable solution to the problem of constructing a comprehensive semantic formal environment (CSFE) for developing a Multilingual Semantic Web. It is to be a collection of the rules enabling us to construct step by step a semantic representation (or text meaning representation) of practically arbitrary sentence or discourse pertaining to mass ...
Added: November 25, 2014
Fomichov V. A., , in : Actes de la 18e conference sur le Traitement Automatique des Langues Naturels. Actes de la 15e Rencontre des Etudiants Cercheurs en Informatique pour le Traitement Automatique des Langues. France, Montpellie, 27th June - 1st July 2011. Vol. 1: Actes: articles longs.: Montpellier : AVL Diffusion, 2011. P. 5-20.
The paper describes the structure and possible applications of the theory of K-representations (knowledge representations) in bioinformatics and in the development of a Semantic Web of a new generation. It is an original theory of designing semantic-syntactic analyzers of natural language (NL) texts with the broad use of formal means for representing input, intermediary, and ...
Added: March 22, 2013
Fomichov V. A., Informatica 2010 Vol. 34 No. 3 P. 287-296
A comprehensive theoretical framework for the development of a Semantic Web of a new generation, or of a Multilingual Semantic Web, is outlined. Firstly, the paper grounds the possibility of using a mathematical model being the kernel of the theory of K-representations and describing a system of 10 partial operations on conceptual structures for building ...
Added: January 20, 2013
Razorenov A., Fomichov V. A., , in : Database and Expert Systems Applications. 27th International Conference, DEXA 2016, Porto, Portugal, September 5-8, 2016, Proceedings. Ч. I. Т. 9827.: Дордрехт, Лондон, Хайдельберг, Нью-Йорк, Хам : Springer, 2016. P. 416-430.
During roughly the last seven years, an increase of interest in semantic parsing of instructions in natural language (NL) could be observed. The principal applications of developed algorithms are NL-interfaces for interaction with robots and the personages of videogames, navigation in virtual space, and for developing programs by means of NL. However, the known algorithms ...
Added: October 18, 2016
Fomichov V. A., Kirillov A. V., , in : Artificial Intelligence: Methodology, Systems, and Applications. 15th International Conference, AIMSA 2012, Varna, Bulgaria, September 12-15, 2012. Proceedings. Issue 7557.: Dordrecht, L., Heidelberg, NY : Springer, 2012. P. 296-304.
The paper describes a new method of constructing semantic expansions of search requests about the achievements and failures of active systems (organizations, people) for improving the results of Web search. This method is based on the theory of K-representations (knowledge representations), proposed by V.A. Fomichov - a new theory of designing semantic-syntactic analysers of natural ...
Added: November 23, 2012
Fomichov V. A., Razorenov A., , in : 2018 41st International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO), May 21 – 25, 2018, Opatija, Croatia. Proceedings. : Rijeka : Croatian Society for Information and Communication Technology, Electronics and Microelectronics, 2018. P. 1185-1190.
During last decade, semantic parsing of the instructions in natural language (NL) has become a significant branch of the studies aimed at creating semantics-oriented NL processing systems. A topical problem of the kind is designing file managers with a NL-interface. The principal attention in our previous papers was paid to creating new, more effective theoretical ...
Added: August 28, 2018
Zakhlebin I. V., Fomichov V. A., Информационные технологии 2015 Т. 21 № 5 С. 323-330
In the context of the studies on natural language processing, this paper substantiates the topicality of semantic search for specialists based on natural language queries. It also states the requirements to applied computer systems aimed at solving this problem, such as the necessity to extensively use semantics of natural language and structure of an available ...
Added: June 10, 2015
Правиков А. А., Fomichov V. A., Бизнес-информатика 2010 № 4 С. 3-11
Статья описывает новый метод проектирования информационного и алгоритмического обеспечения естественно-языковых интерфейсов рекомендательных систем на основе разработки математических моделей семантических объектов. Приводятся сведения о программной реализации предложенного метода в среде PHP + SQL и результатах тестирования программы. ...
Added: September 28, 2012
Zakhlebin I. V., В кн. : Электронный бизнес. Управление интернет-проектами. Инновации: Сборник трудов участников студенческой научно-практической конференции, Москва, 12-14 марта 2013 г. : М. : НИУ ВШЭ, 2014. С. 88-91.
The report deals with the methodology of building a system to perform search for specialists satisfying a defined set of competencies. The proposed search method is based on natural language texts analysis. ...
Added: July 11, 2015
Ljubljana : Jozef Stefan Institute, 2013
Proceedings of the 16th International interdisciplinary scientific multiconference “Information Society”, considering topical technical and social problems of modern information society ...
Added: December 22, 2013
Dordrecht, L., Heidelberg, NY : Springer, 2012
Proceeding of the 15th International Conference on Artificial Intelligence: Methodology, Systems, Applications , AIMSA 2012, Varna, Bulgaria, September 12-15, 2012. ...
Added: November 23, 2012
Berlin : Springer, 2012
This book constitutes the refereed proceedings of the 19th International Symposium on String Processing and Information Retrieval, SPIRE 2012, held in Cartagena de Indias, Colombia, in October 2012. The 26 full papers, 13 short papers, and 3 keynote speeches were carefully reviewed and selected from 81 submissions. The following topics are covered: fundamentals algorithms in ...
Added: October 30, 2013
Kuzmina A., Лифшиц М. А., Kostenko V., Современная зарубежная психология 2022 Т. 11 № 1 С. 104-115
The use of modern methods of computational linguistics in psychological research opens up new possibilities both for the study of personality and language and for the development of psychodiagnostics methods. This article discusses the main possible directions of such research, as well as non-obvious nuances that are important in their planning. Maximum use of the ...
Added: April 18, 2022
Vyrenkova A. S., Научно-техническая информация. Серия 2: Информационные процессы и системы 2012 № 4 С. 13-18
Compared with the area of spatial relations force interactions haven’t been in the limelight of attention of ontologists working on natural language processing. This article gives an example of text meaning representation based on the ontology and the lexicon of force interactions. ...
Added: November 21, 2012
Горшков И. А., Dolgaleva I., Труды Института системного программирования РАН 2018 Т. 29 № 4 С. 325-336
Nowadays, news portals are forced to seek new methods of engaging the audience due to the increasing competition in today’s mass media. The growth in the loyalty of news service consumers may further a rise of popularity and, as a result, additional advertising revenue. Therefore, we propose the tool that is intended for stylish presenting ...
Added: October 31, 2018
Zakhlebin I. V., В кн. : Supplementary Proceedings of the 3rd International Conference on Analysis of Images, Social Networks and Texts (AIST 2014). Vol. 1197: Supplementary Proceedings of AIST 2014.: Ekaterinburg : CEUR Workshop Proceedings, 2014. С. 187-191.
This paper presents a semantic method for searching for the experts. The method operates over a set of texts authored by themselves. The query format allowing one to define a set of the selected skills, and the algorithms for constructing and comparing the semantic representations are also presented. The ExpSearch-1 (Experts Search, version 1) system ...
Added: July 11, 2015
Fomichov V. A., Informatica. An International Journal of Computing and Informatics 2017 Vol. 41 No. 2 P. 221-232
The first starting point of this paper is the broadly accepted idea of employing, as a promising methodology, an artificial semantic language-intermediary for the realization of automatic cross-lingual intelligent information access to natural language (NL) texts on the Web. The second one is the emergence in computational semantics during 2013-2016 of great interest in the ...
Added: September 4, 2017
Razorenov A., Fomichov V. A., Информационные технологии 2017 Т. 23 № 1 С. 3-14
Предлагается новый подход к разработке алгоритмов семантического анализа (парсинга) естественно-языковых пред- писаний с использованием формальных средств представления входных, промежуточных и выходных данных. Основной теоретический результат заключается в разработке оригинального, широко применимого алгоритма семантического анализа предписаний. Для построения семантических представлений (СП) предписаний алгоритм использует средства теории К-представлений (концептуальных представлений) — единственной сегодня теории, удобной для построения ...
Added: February 13, 2017
Fomichov V. A., Кирилов А. С., Lecture Notes in Computer Science 2012 Vol. 7557 LNAI P. 296-304
The paper describes a new method of constructing semantic expansions of search requests about the achievements and failures of active systems (organizations, people) for improving the results of Web search. This method is based on the theory of K-representations (knowledge representations), proposed by V.A. Fomichov - a new theory of designing semantic-syntactic analysers of natural ...
Added: February 6, 2013