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The Theory of K-representations as a Flexible Tool for Designing Natural-Language Interfaces of Recommender System
P. 6-10.
Fomichov V. A.
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 theory is set forth in a monograph (the author is V.A. Fomichov) published by Springer in 2010. The stated approach is implemented in the programming environment PHP + MySQL: an experimental recommender system has been developed.
Keywords: теория К-представленийСК-языкиrecommender system with natural-language interfacesemantic representation of input requesttheory of K-representationsSK-languagesalgorithm of semantic-syntactic analysisрекомендательная система с естественно-языковым интерфейсомсемантическое представление входного запросаалгоритм семантико-синтаксического анализа
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Issue 13. , Tecumseh : The International Institute for Advanced Studies in Systems Research and Cybernetics, 2012
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., Razorenov A., , in : Natural Language Processing and Information Systems. 19th International Conference on Applications of Natural Language to Information Systems, NLDB 2014, Montpellier, France, June 18-20, 2014, Proceedings. Issue LNCS 8455.: Cham : Springer, 2014. P. 81-84.
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 ...
Added: November 25, 2014
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
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
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 : 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
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
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
Разоренов А.А., В кн. : Научно-техническая конференция студентов, аспирантов и молодых специалистов НИУ ВШЭ им. Е.В. Арменского. Материалы конференции. : М. : МИЭМ НИУ ВШЭ, 2015. С. 59-60.
В статье рассматривается применение естественно-языковых интерфейсов для управления программным обеспечением на примере естественно-языкового управления файловой системой. ...
Added: February 10, 2016
Bakhtin P. D., 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. 61-63.
The report describes the suggested method to improve input capabilities of SemSyn algorithm of the theory of k-representation for analyzing and transforming natural language texts. Semantic representations of new classes of users’ natural language interface systems queries are presented ...
Added: April 30, 2014
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
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
Разоренов А.А., В кн. : Информационные средства и технологии. Труды XXII Международной научно-технической конференции. В 3 томах. Т. 3.: М. : Издательский дом МЭИ, 2014. С. 59-65.
В статье рассматривается метод проектирования естественно-языковых интерфейсов для управления программным обеспечением на примере Natural Language Commander - системы естественно-языкового управления файловой системой. ...
Added: February 10, 2016
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
Компактная формализация входных и промежуточных данных алгоритмов семантического анализа предписаний
Razorenov A., Fomichov V. A., Информационные технологии 2016 Т. 22 № 12 С. 883-891
Предлагаются новые формальные средства для разработки алгоритмов семантического анализа (парсинга) естественно-языковых предписаний. В качестве методологической основы исследования выбрана теория К-представлений (концептуальных представлений)– единственная сегодня теория, удобная для построения семантических представлений (СП) произвольно сложных предписаний. Изложены следующие теоретические результаты: (а) построена новая формальная модель лингвистической базы данных (ЛБД), эта модель значительно более компактна по сравнению с ...
Added: February 13, 2017
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
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
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
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
Kirillov A. V., Fomichov V. A., Бизнес-информатика 2011 № 1 С. 61-68
В статье рассматриваются существующие подходы к поиску информации, анализируются их основные недостатки. Предлагается новый подход к поиску информации, основанный на семантическом преобразовании поисковых запросов. В рамках предлагаемого подхода выделяются классы естественно-языковых запросов, предлагаются формальная модель проблемноориентированной системы первичных единиц концептуального уровня и метод построения семантического расширения поискового запроса, а также иллюстрируется применение метода. ...
Added: September 27, 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
Kirillov A. V., Бизнес-информатика 2011 № 3 С. 16-23
The paper describes a new method of constructing semantic expansions of search requests (of generalized character) for improving the results of Web search. This method is based on the theory of K-representations - a new theory of designing semantic-syntactic analyzers of natural language texts with the broad use of formal means for representing input, intermediary, ...
Added: November 21, 2012
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