"This study aims to overcome the limitations inherent in the existing Information Strategy Planning (ISP) consulting methodology, which is centered on qualitative analysis. To this end, the primary objective is to develop and propose a standardized consulting methodology module that fundamentally utilizes Artificial Intelligence (AI)-based data analytics. "We are designed to ensure that the module ultimately provides corporate consultants and practitioners with a quantitative and scientific data-driven consulting framework that is immediately applicable in the field, thus contributing to the enhancement of decision-making quality and execution power." The study designed a standardized procedure based on the PDCA (Plan–Do–Check–Act) cycle, consisting of four steps (term definition, literature review, AI-linked methodology development, and case verification), and demonstrated through the application of a Production Process Automation ISP at Company (A) which resulted in strategy establishment (Plan), process automation (Do), prediction accuracy improvement (Check), and smart process advancement (Act) the potential for generating quantitative results like reduced defect rates and enhanced equipment efficiency
목차
Abstract 1. INTRODUCTION 1.1 Purpose of the study 1.2 Order of the Study 2. EXPERIMENT (previous research and methodology development) 2.1 Comparison of Prior Research 2.2 Commonalities of Prior Research 2.3 Proposal of an AI-Based Consulting Methodology (ISP) 3. RESULTS (Case Study Application) 3.1 Case Study of Applying AI-based ISP for Production Process Automation at Company A 3.2 Final result of research 3.3 Expected effects of research results 4. Discussion (Study Limitations and Countermeasures) 4.1 Study Limitations 4.2 Countermeasures for Study Limitations 5. CONCLUSION REFERENCES
키워드
Digital TransformationDigital Transformation ConsultingConsulting MethodologyInformation Strategy PlanningPDCA
저자
Heon-Wook Lim [ Prof. Dept. of Liberal Arts, Hansei Univ., Korea ]
Corresponding Author
국제문화기술진흥원 [The International Promotion Agency of Culture Technology]
설립연도
2009
분야
공학>공학일반
소개
본 진흥원은 문화기술(Culture Technology) 관련 산·학·연·관으로 구성된 비영리 단체이다. 문화기술(CT)은 정보통신기술(ICT), 문화적 사고 기반의 예술, 인문학, 디자인, 사회과학기술이 접목된 신융합기술(New Convergence Technology, NCT)로 정의한다. 인간의 삶의 질을 향상시키고, 진보된 방향으로 변화시키고, 문화기술 관련 분야의 학술 및 기술의 발전과 진흥에 공헌하기 위하여, 제3조의 필요한 사업을 행함을 그 목적으로 한다.
간행물
간행물명
International Journal of Advanced Culture Technology(IJACT)
간기
계간
pISSN
2288-7202
eISSN
2288-7318
수록기간
2013~2025
등재여부
KCI 등재
십진분류
KDC 600DDC 700
이 권호 내 다른 논문 / International Journal of Advanced Culture Technology(IJACT) Volume 13 Number 4