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Метод семантичского поиска специалистов с определенным набором компетенций
С. 88-91.
Zakhlebin I. V.
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.
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
Северина Е. М., Ларионова М. Ч., Litera 2023 № 10 С. 211-222
The article considers a model of preparation of machine-readable (semantic) markup of texts for the Chekhov Digital project on the example of philological interpretation of individual significant elements of A. P. Chekhov's story "Death of an Official" and presentation of this information explicitly based on the standards of digital publication Text Encoding Initiative (TEI/XML). Based ...
Added: January 12, 2024
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
Козеренко Е. Б., Кузнецов К. И., Romanov D. A., Информатика и ее применения 2018 Т. 12 № 3 С. 91-98
The paper presents the method for creation of knowledge extraction systems based on the approach employing the software tool system PullEnti comprising the algorithms for morphological and semantic-syntactical analysis which makes it possible to extract entities of certain types from natural language texts (persons, organizations, locations, and other target semantic objects). The PullEnti system uses ...
Added: December 19, 2018
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
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
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., , 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., , 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
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
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
Safaryan A., Petr Filchenkov, Yan W. et al., , in : Recent Trends in Analysis of Images, Social Networks and Texts. 9th International Conference, AIST 2020, Skolkovo, Moscow, Russia, October 15–16, 2020 Revised Supplementary Proceedings. Vol. 12602.: Springer, 2021. Ch. 3. P. 22-36.
We tested four methods of making document representations cross-lingual for the task of semantic search for the similar papers based on the corpus of papers from three Russian conferences on NLP: Dialogue, AIST and AINL. The pipeline consisted of three stages: preprocessing, word-by-word vectorisation using models obtained with various methods to map vectors from two ...
Added: September 18, 2023
Kuzminov I., Lobanova P., Loginova I., Комбикорма 2019 № 4 С. 46-52
Effective management of scientific and technological advancement of Russian agricultural production requires the anticipating monitoring of the existing informational and analytic media in the top-priority spheres of the agriculture. Increasing necessity in the calculation and application of objective and reliable analytical data for the strategic decision making at different levels is forcing the integration of ...
Added: April 29, 2019
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., 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
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
Karpov I., Крылова Т. В., Тимошенко С. П., Русский язык в научном освещении 2022 № 1 С. 9-43
In this paper we describe the difference between informal comments, posted on social networks, and internet texts journalistic style which tend to be written in a standard Russian, often referred as Codified Literary Russian. We performed a quantitative analysis of more than 180 graphic, morphological and syntactic features and those features that turned out to ...
Added: November 1, 2021
Springer, 2021
This book constitutes the proceedings of the 19th Russian Conference on Artificial Intelligence, RCAI 2021, held in Moscow, Russia, in October 2021.
The 19 full papers and 7 short papers presented in this volume were carefully reviewed and selected from 80 submissions. The conference deals with a wide range of topics, categorized into the following topical ...
Added: October 28, 2021
I. K. Kusakin, Fedorets O. V., A. Y. Romanov, Scientific and Technical Information Processing 2023 Vol. 50 No. 3 P. 176-183
This paper discusses modern approaches to natural language processing and the application of machine learning models to the task of classifying short scientific texts in Russian. This study is devoted to the analysis of methods for vectorization of textual information, selection of a model for scientific paper clas- sification, and training of linguistic model BERT ...
Added: November 4, 2023
Razzhigaev A., Nikolay Arefyev, Panchenko A., , in : Proceedings of the 15th International Workshop on Semantic Evaluation (SemEval-2021). : Association for Computational Linguistics, 2021. P. 157-162.
In this paper, we present a system for the solution of the cross-lingual and multilingual word-in-context disambiguation task. Task organizers provided monolingual data in several languages, but no cross-lingual training data were available. To address the lack of the officially provided cross-lingual training data, we decided to generate such data ourselves. We describe a simple ...
Added: September 23, 2021
Luparov A., Panov A. I., Suvorov R. et al., , in : Proceedings of ICPRAM 2015 - 4th International Conference on Pattern Recognition Applications and Methods. Vol. 2.: SciTePress, 2015. P. 270-276.
Dendritic cells (DCs) vaccination is a promising way to contend cancer metastases especially in the case of immunogenic tumors. Unfortunately, it is only rarely possible to achieve a satisfactory clinical outcome in the majority of patients treated with a particular DC vaccine. Apparently, DC vaccination can be successful with certain combinations of features of the ...
Added: November 20, 2015
Ivan P. Yamshchikov, Shibaev V., Nagaev A. et al., , in : Proceedings of the 3rd Workshop on Neural Generation and Translation. : Association for Computational Linguistics, 2019. P. 128-137.
This paper focuses on latent representations that could effectively decompose different aspects of textual information. Using a framework of style transfer for texts, we propose several empirical methods to assess information decomposition quality. We validate these methods with several state-of-the-art textual style transfer methods. Higher quality of information decomposition corresponds to higher performance in terms ...
Added: January 7, 2021