Use of ontologies for personalized search of knowledge for natural language texts

J.V. Rogushina


The paper analyzes the problems of search personalization of information resources and information objects which is based on the construction and use of user task thesaurus. This thesaurus allows the use of knowledge about search domain and structure of information objects represented by some appropriate ontologies. The definitions of semantic search, its subjects and components allow more articulate issues related to the information retrieval in the Web open environment. Software implementation of the proposed approach confirms the effectiveness of its prac-tical use.

Prombles in programming 2016; 1: 73-88


semantic search; information object; ontology; task thesaurus


Amerland D. Google Semantic Search: Search Engine Optimization (SEO) Techniques That Gets Your Company More Traffic, Increases Brand Impact and Amplifies Your Online Presence. - Que Publishing, 2013. - 230 p.

Lawrence S. Context in the Web Search. - lawrence00context.html

Berry M.W. Survey of text mining // Computing Reviews 45.9, 2004. - 244 p. CrossRef

Andon P., Deretsky V. Approach to Automatic Creation of Ontology from Documents for Improving Existent Information Retrieval // Proc.of 2-nd Balkan Conference in Informatics (BCI'2005) November 17-19, 2005. - P. 236-241.

Cimiano P. Ontology Learning and Population from Text: Algorithms, Evaluation and Applications. Ontology Learning and Population from Text: Algorithms, Evaluation and Applications. - Springer-Verlag New York, Inc. Secaucus, NJ, USA, 2006. - 347 p.

Fensel D., Harmelen F., Horrocks I., McGuinness D., Patel-Schneider P. OIL: An Ontology Infrastructure for the Semantic Web.

Gruber T.R. What is an Ontology?

Uschold M., Grüninger M. Ontologies: Principles, Methods and Applications // Knowledge Engineering Review. - 11(2). - 1996. - Р. 93-155. CrossRef

Guarino N. Formal Ontology in Information Systems // Formal Ontology in Information Systems. Proceedings of FOIS'98, Trento, Italy, 1998. - P. 3-15.

Borgest N.M., Korovin M.D. Ontologies: modern state, standards and support means, SRAU. - Samara, 2013. - 84 p. (in Russian)

Keschev A.S., Artemieva I.L. Mathematical models of domain ontologies. Part 1. Existing approaches for definition of «ontology» concept Science-technical information, series 2, 2001. - P. 20-27. (in Russian)

ISO 25964-1:2011, Thesauri and interoperability with other vocabularies. Part 1: Thesauri for information retrieval - Geneva: International Organization for Standards, 2011.

Nariniani A.C. Centaurus named TEON: thesaurus + ontology. - http://www.artint. ru/articles/narin/teon.htm (in Russian)

Braslavsky P.I., Goldshtein S.L., Tkachenko T.Ya. Thesaurus as a mean of knowledge system deskribing // Information processes and systems, 1997. - N 11, series 2. - P. 16-22. (in Russian)

Velichko V., Voloshin P., Svitla S. Automated creation of thesaurus of domain terms for local retrieval systems. - (in Russian)

Dobrov B.V., Ivanov V.V., Lukashevich N.V., Soloviev V.D. Ontologies and thesauri: models, instruments, applications. 2006. - 220 p. (in Russian).

Gladun A., Rogushina J. Use of Semantic Web Technologies and Multilinguistic Thesauri for Knowledge-Based Access to Biomedical Resources // International Journal of Intelligent Systems and Applications. - 2012. - N 1. - P. 11-20. CrossRef

Gladun A., Rogushina J. Use of Semantic Web technologies in design of informational retrieval systems // in Book "Building and Environment", 2009 Nova Scientific Publishing, New-York, USA. - P. 89-103.

Hartmann J., Palma R., Gomez-Perez A. Ontology Repositories // in Book "Handbook on Ontologies", Edt. by S.Staab, R.Studer, Springer, 2009. - P. 551-572. CrossRef

Baclawski K., Schneider T. The Open Ontology Repository Initiative: Requirements and Research Challenges//Proceedings of the 8th International Semantic Web Conference ISWC-2009, October 25, 2009, USA.

Lesko O.N., Rogushina Y.V. Use of ontologies for analysis of natural language texts semantics // Problems in programming. - 2009. N 3. - P. 59-65. (in Russian)

Leuf B., Cunningham W. The Wiki way: collaboration and sharing on the Internet. - 2001.

Wagner C. Wiki: A technology for conversational knowledge management and group collaboration // The Communications of the Association for Information Systems. - 2004. - V. 13(1). - P. 264-289. CrossRef

Rogushina Y.V., Gladun A.Ya. Semantic Wikipedia as a source of ontologies for intelligent retrieval systems // Advanced Research in Artificial Intelligence. International Book Series "Information Science and Computing". ITHEA, Sofia, 2008. - Р. 172-178. (in Russian)

Gladun A.Ya., Rogushina Y.V. Metodology bases of thesauri creation with use of ontological and mereological analysis // Artificial intelligence. - 2008. - N 5. - P. 112-124. (in Ukrainian)

Jansen B.J., Spink A., Saracevic T. Real life, real users, and real needs: a study and analysis of user queries on the Web.

Kobsa A. User modeling: recent work, prospects and hazards.

Rogushina Y.V. Design of personification means of intelligent Web applications // Proc. of V scientific and technical conf. OSTIS-2015. - Minsk, 2015. - P. 265-270. (in Russian).

Rogushina J., Gladun A. Ontology-based competency analyses in new research domains // Journal of Computing and Information Technology. V.20, N. 4, 2012. - P. 277-293. CrossRef

Rogushina Y.V., Grishanova I.Y. Literary work "Model of multiagent information retrieval system MAIPS ("MAIPS model"). - Copyright certificate of product registration N 32068. (in Ukrainian).

Flesch Reading Ease Readability Formula.

McLaughlin H. SMOG grading a new readability formula // Journal of Reading. - 1969. - N 22. - P.639-646.

Davies J., Fensel D., van Harmelen F. Towards the Semantic Web: Ontology-driven knowledge management. - John Wiley & Sons Ltd,, England. - 2002. - 288 p. CrossRef

OWL 2 Web Ontology Language Document Overview. W3C. 2009.

McCann R., Shen W., Doan A. Matching schemas in online communities: A web 2.0 approach // Proc. of ICDE, 2008. CrossRef

Rao A.S., Georgeff M.P. Modeling rational agents within a BDI-architecture // In R. Pikes and E. Sandewall, eds.. Proc. of Knowledge Representation and Reasoning (KR&R-91), Morgan Kaufmann Publishers: San Mateo, CA, April 1991. - P. 473-484.

Cowles P. Web Services and the Semantic Web.



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