Implementation of Cognitive Technologies in the Process of Joint Project Activities: Methodological Aspect

Aleksy Kwiliński; Jan Polcyn; Krzysztof Pająk; Sebastian Stępień

doi:10.14595/CP/02/006

Authors

Aleksy Kwiliński The London Academy of Science and Business http://orcid.org/0000-0001-6318-4001 (unauthenticated)
Jan Polcyn Stanislaw Staszic University of Applied Sciences in Piła, Poland http://orcid.org/0000-0001-7847-2743 (unauthenticated)
Krzysztof Pająk Stanisław Staszic State University of Applied Sciences in Pila, Poland http://orcid.org/0000-0002-2011-1512 (unauthenticated)
Sebastian Stępień Poznan University of Economics and Business, Poland http://orcid.org/0000-0001-9475-8418 (unauthenticated)

DOI:

https://doi.org/10.14595/CP/02/006

Keywords:

project management, project contractor, outsourcing, cognitive technologies, neural network modeling, fuzzy procedures, convolution of evaluations

Abstract

The article defines the technical and logical-structural conditions for ensuring joint project activity on the basis of cognitive technologies. An algorithm was developed to support the approval of the decision on the outsourcing of project works on the terms of system outsourcing. A fuzzy logic algorithm for selecting a contractor for specific works within a specific project and providing support for the execution processes is proposed. The experimental part of the cognitive model is investigated on the basis of additive convolution of evaluation indicators. The pattern of calculation of relative degrees of advantage of indicators for estimation of potential outsourcers is created.

Implementation of Cognitive Technologies in the Process of Joint Project Activities: Methodological Aspect

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ISBN 978-83-62617-89-0