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A Study on Apriori model to mobile platforms for AI association rules

  • Journal of Software Assessment and Valuation
  • Abbr : JSAV
  • 2025, 21(1), pp.109~116
  • Publisher : Korea Software Assessment and Valuation Society
  • Research Area : Engineering > Computer Science
  • Received : March 5, 2025
  • Accepted : March 20, 2025
  • Published : March 31, 2025

Choi Jae Jun 1

1공주대학교 컴퓨터공학과

Accredited

ABSTRACT

This study aims to apply AI models by applying algorithms to mobile platforms through AI reasoning and identifying the priority of each development item. In existing mobile development, there is a problem of non-compliance with the process of development units, and there is a need to improve it through AI association units. Therefore, the primary purpose is to apply the output of the Apriori algorithm to mobile platform development items and apply AI to development units with association rules. The algorithm value was calculated by analysing the development items of mobile developers who have completed the deployment, and correlation analysis was conducted with each development item. The correlation ratios of the analysed values confirm that the quality process can be improved along with the stages of mobile development, and that AI inference can be applied to guide the exclusion of development items across mobile platforms. The results of this study have implications for analysing the algorithm with items in the development stage, deriving the improvement rate of development items through AI inference, and continuously expanding it.

Citation status

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