Cognitive Modelling of Service Design Team Based on Genetic Algorithms

Currently, the development of the world economy plays a prominent role in the service industry. Modeling the service industry is an important issue that focuses on the service sector. Therefore, this study created a cognitive model for a service design team and how to build a team based on it. These models and methods aim to promote and realize commercial and social value innovations in service design. However, this study sets two objectives by focusing on the process and analysis as follows: (1) studying the process of cognitive mechanisms for service design and (2) analyzing and designing a model for the establishment of a service design team. This method defines the main focus of the service design team management study using genetic algorithms that search based on the probability of motivation. The process involves designing and creating a cognitive model for services using genetic algorithms. The results show a team management model designed using cognitive mechanisms. These models and methodologies promote the realization of innovative commercial and social value in service design, resulting in satisfactory and reliable results.

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Publication Details

Journal
Journal of Ecohumanism
Published
2024-08-26
DOI
https://doi.org/10.62754/joe.v3i4.3827
Primary Topic
Collaboration in agile enterprises
Type
article
Field-Weighted Citation Impact
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article

Cognitive Modelling of Service Design Team Based on Genetic Algorithms

Tongchue Khiatthong, Weiguo Zhang
Journal of Ecohumanism
Collaboration in agile enterprises
article

Cognitive Modelling of Service Design Team Based on Genetic Algorithms

Tongchue Khiatthong, Weiguo Zhang
article en

Abstract

Currently, the development of the world economy plays a prominent role in the service industry. Modeling the service industry is an important issue that focuses on the service sector. Therefore, this study created a cognitive model for a service design team and how to build a team based on it. These models and methods aim to promote and realize commercial and social value innovations in service design. However, this study sets two objectives by focusing on the process and analysis as follows: (1) studying the process of cognitive mechanisms for service design and (2) analyzing and designing a model for the establishment of a service design team. This method defines the main focus of the service design team management study using genetic algorithms that search based on the probability of motivation. The process involves designing and creating a cognitive model for services using genetic algorithms. The results show a team management model designed using cognitive mechanisms. These models and methodologies promote the realization of innovative commercial and social value in service design, resulting in satisfactory and reliable results.

Journal of EcohumanismVol. 3(4)
Bangkokthonburi University (TH)
Industry, innovation and infrastructure
Openalex Percentile: Top 77%
Collaboration in agile enterprises
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Cognitive Modelling of Service Design Team Based on Genetic Algorithms — Tongchue Khiatthong, Weiguo Zhang · Journal of Ecohumanism (2024) | TGRS Research Map | TGRS