• Journal of Internet Computing and Services
    ISSN 2287 - 1136(Online) / ISSN 1598 - 0170 (Print)
    http://jics.or.kr/

A Methodology of Decision Making Condition-based Data Modeling for Constructing AI Staff


Changhee Han, Kyuyong Shin, Sunghun Choi, Sangwoo Moon, Chihoon Lee, Jong-kwan Lee, Journal of Internet Computing and Services, Vol. 21, No. 1, pp. 237-246, Feb. 2020
10.7472/jksii.2020.21.1.237, Full Text:
Keywords: Command&Control, decision-making, Artificial Intelligence System, C4I, Machine Learning & Training

Abstract

this paper, a data modeling method based on decision-making conditions is proposed for making combat and battlefield management systems to be intelligent, which are also a decision-making support system. A picture of a robot seeing and perceiving like humans and arriving a point it wanted can be understood and be felt in body. However, we can't find an example of implementing a decision-making which is the most important element in human cognitive action. Although the agent arrives at a designated office instead of human, it doesn't support a decision of whether raising the market price is appropriate or doing a counter-attack is smart. After we reviewed a current situation and problem in control & command of military, in order to collect a big data for making a machine staff's advice to be possible, we propose a data modeling prototype based on decision-making conditions as a method to change a current control & command system. In addition, a decision-making tree method is applied as an example of the decision making that the reformed control & command system equipped with the proposed data modeling will do. This paper can contribute in giving us an insight of how a future AI decision-making staff approaches to us.


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Cite this article
[APA Style]
Changhee Han, Kyuyong Shin, Sunghun Choi, Sangwoo Moon, Chihoon Lee, & Jong-kwan Lee (2020). A Methodology of Decision Making Condition-based Data Modeling for Constructing AI Staff. Journal of Internet Computing and Services, 21(1), 237-246. DOI: 10.7472/jksii.2020.21.1.237.

[IEEE Style]
C. Han, K. Shin, S. Choi, S. Moon, C. Lee and J. Lee, "A Methodology of Decision Making Condition-based Data Modeling for Constructing AI Staff," Journal of Internet Computing and Services, vol. 21, no. 1, pp. 237-246, 2020. DOI: 10.7472/jksii.2020.21.1.237.

[ACM Style]
Changhee Han, Kyuyong Shin, Sunghun Choi, Sangwoo Moon, Chihoon Lee, and Jong-kwan Lee. 2020. A Methodology of Decision Making Condition-based Data Modeling for Constructing AI Staff. Journal of Internet Computing and Services, 21, 1, (2020), 237-246. DOI: 10.7472/jksii.2020.21.1.237.