The Use of Contextual Graphs for Decision Support in Recruiting
Journal Title: Vìsnik Nacìonalʹnogo unìversitetu "Lʹvìvsʹka polìtehnìka". Serìâ Ìnformacìjnì sistemi ta merežì - Year 2018, Vol 901, Issue
Abstract
Taking in consideration the current context is an important requirement for knowledge based systems. The article discusses the application of context-sensitive decision support in the area of employment solutions providing. The research is based on employment area business process analysis which resulted in ontology construction. Next, the models for context representation are compared and models based on ontology and graphs are chosen for processing of contextual knowledge. Enhanced JDL model with specified context processing operations is introduced. Contextual graphs are used for representation of contextual knowledge and the operation of deepening of context is discussed. Finally, the modified analytical hierarchy method is proposed for justification of decisions about selection of practices.
Authors and Affiliations
I. Zavushchak, Y. Burov
Keywords
Related Articles
- EP ID EP575988
- DOI -
- Views 158
- Downloads 0
Realization of hybrid architecture of cluster computing
This article deals with the principles of organization of hybrid architecture of cluster computing based on the use of computing opportunities of the CPU and GPU with support for GPGPU. The advantages and disadvantages o...
The Pertinency of Information as the Value of Knowledge for an Intellectual Agent
In this article the methodological principles of estimation of information pertinence using expected value of perfect information are described, the basic concepts of involving of automated planning methods are formulate...
The thesaurus of "the smart city" subject area
The article deals with the formation of the domain thesaurus “Smart City”, presents the interpretation of the lexicographical systems based on the theory V. A. Shirokov, describes the method of designing the ontology pro...
The Evolution of Architectures of Information Systems. Prospects of Development of “cloud” Architecture
In the article the theoretical principles are outlined, methodological and practical recommendations to enhance the effectiveness of the information system are proposed. The analysis of the main models of building inform...
Symmetric Encryption Scheme Based on Neural Network
The method of symmetric data encryption on the basis of neural networks of the geometric transformations model (GTM) has been considered. Encryption key consists of input values of the training and test sets of the netwo...