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Context Modelling in Process of Developing Employment Solutions

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Języki publikacji
EN
Abstrakty
EN
The intelligent decision making requires the consideration of current contextual information. The article is devoted to construction of formal models for the presentation and usage of contextual information for decision-making in the field of employment. The paper analyses existing approaches to the definition of the concept of context at the conceptual level. The results of comparison of formal context models taking into consideration the requirements for employment business processes are presented. The ontological approach is selected as a basis for contextual models specification. The paper presents the formal representation of the context models for business operations of the employment sector. The model of contextual graphs for the solution of the problem of employment business operations context refinement was developed.
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Twórcy
  • Lviv Polytechnic National University, Lviv, Ukraine
autor
  • Lviv Polytechnic National University, Lviv, Ukraine
autor
  • Lviv Polytechnic National University, Lviv, Ukraine
Bibliografia
  • 1. J. Quinn. 1992. The intelligent enterprise a new paradigm, The Executive, 6(4).48-63.
  • 2. B. Lewis, S. Lee. 2015. The Cognitive Enterprise. Meghan-Kiffer Press, Tampa, FL, USA. -212 p.
  • 3. Smart Machines: IBM's Watson and the Era of Cognitive Computing. Columbia Business School Publishing by John E. Kelly III, Steve Hamm https://cup.columbia.edu/book/978-0-231-16856-4/smart-machines.
  • 4. M. Bazire, P. Brézillon. 2005. Understanding Context Before Using It. A. Dey et al. (Eds.): CONTEXT 2005, LNAI 3554, Springer-Verlag. 29–40.
  • 5. Context. - Definition from Merriam-Webster Dictionary. [Electronic resource]. - Access mode: http://www.merriam-webster.com/dictionary/context.
  • 6. A. Dey. 2001. Understanding and Using Context, Personal and Ubiquitous Computing. Vol.5 .4-7.
  • 7. M. Kokar, C. Matheus, K. Baclawski. 2009. Ontology-Based Situation Awareness. International Journal of Information Fusion, no. 10(1).- P. 83–98.
  • 8. D. Raz, A. Juhola, J. Serrat-Fernandez, A. Galis. 2006. Fast and Efficient Context-Aware Services. Chichester, England: John Wiley &Sons.
  • 9. P. Brézillon. 2005. Task-realization models in contextual graphs. Modeling and Using Context.1-8.
  • 10. C. Bettini et al. 2010. A survey of context modelling and reasoning techniques. Pervasive and Mobile Computing 6.2.- P. 161-180.
  • 11. A. Smirnov, T. Levashova, M. Pashkin. 2009. Models of Context-Managed Decision Support Systems in Dynamic Structured Fields, The works of SPIIRAN..16-47. (In Russian).
  • 12. T. Strang, C. Linnhoff-Popien. 2004. A context modeling survey, Workshop on advanced context modelling, reasoning and management, UbiComp, Vol. 4. 34-41.
  • 13. J. Ye, L. Coyle, S. Dobson, P. Nixon. 2007. Ontology-based models in pervasive computing systems, The Knowledge Engineering Review 22, no. 4, 315-347.
  • 14. Y. Burov. 2010. Working out the context in the cognitive information system of managed models, East European Journal of Advanced Technologies # 1/7 (43). - Kharkiv: Technological Center,. 40-47.
  • 15. I. Zavuschak, Y. Burov. 2017. The Context of Operations as the Basis for the Construction of Ontologies of Employment Processes, I.J. Modern Education and Computer Science, 2017, 11, 13-24 Published Online November 2017 in MECS (http://www.mecs-press.org/) DOI: 10.5815/ ijmecs. 2017.11.02
  • 16. I. Zavuschak. 2018. Methods of Processing Context in Intelligent Systems, I. J. Modern Education and Computer Science, 2018, 3, p. 1-8, Published Online March 2018 in MECS (http://www.mecs-press.org/) DOI: 10.5815/ijmecs.2018.03.01
Uwagi
Opracowanie rekordu w ramach umowy 509/P-DUN/2018 ze środków MNiSW przeznaczonych na działalność upowszechniającą naukę (2019).
Typ dokumentu
Bibliografia
Identyfikator YADDA
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