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International Journal of Modern Education and Computer Science (IJMECS)

ISSN: 2075-0161 (Print), ISSN: 2075-017X (Online)

Published By: MECS Press

IJMECS Vol.10, No.3, Mar. 2018

Methods of Processing Context in Intelligent Systems

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Author(s)

Iryna Zavuschak

Index Terms

Data;knowledge;context;database;knowledge base

Abstract

Context-based methods represent an important part of toolkit used to build intelligent systems. In the article existent definitions of context for a system with a single decision making agent were discussed. Available formal models for context data representation and processing were compared. The approaches for different forms of reasoning within context were analyzed. Also the application of context awareness in systems with situation awareness is discussed. In the article unresolved problems and tasks in the domain of context aware computing are delineated.

Cite This Paper

Iryna Zavuschak, " Methods of Processing Context in Intelligent Systems", International Journal of Modern Education and Computer Science(IJMECS), Vol.10, No.3, pp. 1-8, 2018.DOI: 10.5815/ijmecs.2018.03.01

Reference

[1]Bazire, M., July. Understanding context before using it./ Bazire, M., Brézillon P / Proceedings of International and Interdisciplinary Conference on Modeling and Using Context.- Springer Berlin Heidelberg, 2005.-  P. 29-40.

[2]Brezillon P. Context in Artificial Intelligence: I. A Survey of the Literature / Brezillon P. // Computer & Artificial Intelligence. – 1999. – № 4 – P. 321–340.

[3]Melyara. Mezzi, Nadjia. Benblidia Study of Context Modelling Criteria in Information Retrieval - I.J. Information Technology and Computer Science, 2017, 3, 28-39 Published Online March 2017 in MECS (http://www.mecs-press.org/) DOI:10.5815/ijitcs.2017.03.04

[4]Context. Retrieved 1 Dec. 2016 from http://www.merriam-webster.com/dictionary/context

[5]Y. Burov. Formal model of knowledge in the system of ontological modeling of the problem /Ye. Burov // Proceedings of the National University "Lviv Polytechnic" series "Information systems and networks" – Lviv, 2013 – p.21-30.

[6]Zavuschak І. The Context of Operations as the Basis for the Construction of Ontologies of Employment Processes /I. Zavuschak, Ye. Burov // Proceedings in a foreign edition «International Journal of Modern Education and Computer Science (IJMECS) – 2017. Vol.9. No.11. » – Hong Kong: MECS Publisher – р.13-24, (http://www.mecs-press.org/)

[7]Salah Alkhafaji,B. Sriram Conceptualization and Integration of Information Systems in Educational Business Activities - I.J. Information Engineering and Electronic Business, 2013, 2, 28-33 Published Online August 2013 in MECS (http://www.mecs-press.org/) DOI: 10.5815/ijieeb.2013.02.05

[8]Y. Burov. Business process modelling using ontological task models./Burov Y//Econtechmod. - Lublin: Polish academy of sciences. - 2014. -  №1. - P.11-23

[9]Burov Ye. Algebraic Framework for Knowledge Processing in Systems with Situational Awareness / (Khrystyna Mykich**) and Yevhen Burov // Advances in Intelligent Systems and Computing: Selected Papers from the International Conference on Computer Science and Information Technologies, CSIT 2016, September 6-10 Lviv, Ukraine".- Springer International Publisher, 2017.- Vol.512.- Р.217-228. – Access mode: http://www.springer.com/us/book/9783319459905.

[10]Lytvyn V. The process of managerial decision making support within the early warning system / V. Lytvyn, O.Tsmots. // Actual Problems of Economics. – № 11(149). – 2013. – SNIP 0,085.– P. 222-229. – (SCOPUS). – Access mode: http://irbis-nbuv.gov.ua/cgi-bin/irbis_nbuv/cgiirbis_64.exe?C21COM=2&I21...

[11]Burov E. Complex ontology management using task models /Burov E//International Journal of Knowledge-based and Intelligent Engineering Systems. - Amsterdam: IOS Press. - 2014. - Vol 18, no 2. - P. 111-120. 

[12]Vysotska Victoria. Analysis Features of Information Resources Processing / Victoria Vysotska, Lyubomyr Chyrun // Computer Science and Information Technologies: Proc. of the X-th Int. Conf. CSIT’2015, 14-17 September, 2015, Lviv, Ukraine..– Lviv: Publishing Lviv Polytechnic, 2015.– P.124-128..

[13]Bazire, M., July. Understanding context before using it. / Bazire, M., Brézillon P / Proceedings of International and Interdisciplinary Conference on Modeling and Using Context.- Springer Berlin Heidelberg, 2005.-  P. 29-40.

[14]Prem Nath Context-Sensitive Grammars and Linear-Bounded Automata - I. J. Computer Network and Information Security, 2016, 1, 61-66 Published Online January 2016 in MECS (http://www.mecs-press.org/) DOI: 10.5815/ijcnis.2016.01.08

[15]Smirnov A.V. Models of Context-Managed Decision Support Systems in Dynamic Structured Regions / Smirnov A.V., Levashova T.V., Pashkin M.P. // Proceedings of SPIIRAN. - 2009. - №9. - P.116-147.

[16]Zavuschak I. Construction of the ontology of the processes of employment on the basis of analysis of the operations contexts / І. Zavuschak, E. Burov // Professional Journal of LNTU "Computer Integrated Technologies: Education, Science, Production". - Lutsk, 2017, issue number 27, p.105-119.

[17]I. Zavuschak, Z. Rybchak, I. Zheliznyak. Analysis of Clustering Algorithms - Advances in Soft Computing. Book Series of “Advances in Intelligent Systems and Computing”, ISSN 2194-5357. Springer International Publishing AG 2017. Germany

[18]Zavuschak І. The context analysis and the process of its formation /I. Zavuschak  // Proceedings of the «ECONTECHMOD. An international quarterly journal - 2017. Vol. 6. No. 2.» – Lublin : Polish Academy of Sciences Branch – р.67-72, ISSN: 2084–5715; 

[19]Usha Yadav, Gagandeep Singh Narula, Neelam Duhan, Vishal Jain Ontology Engineering and Development Aspects: A Survey - I.J. Education and Management Engineering, 2016, 3, 9-19 Published Online May 2016 in MECS (http://www.mecs-press.net)  DOI: 10.5815/ijeme.2016.03.02