With the application of ITIL in IT services of small and medium-sized commercial banks, whether the improvement of IT service has been fulfilled is the key to successful introduction of ITIL. However, the mature IT services index evaluation system and methods for the small and medium-sized commercial banks have not been established. This research aims to establish the stakeholders’ satisfaction evaluation system of ITIL project based on KPI of ITIL management, which has strong pertinence and operability. The author has utilized the BP network based on GA optimization to conduct evaluation because the types of indicators are numerous and some of them are difficult to be quantized. Firstly, the author gains the precious model by means of the selected indicators and results of evaluation within 10 small and medium-sized commercial banks and GA-BP model. Afterwards, the indicator evaluation results of four of them are tested. The results of evaluation perfectly fit the expert evaluation results and the precision and convergence speed of the model are higher than that of the random BP, therefore, it is applicable to obtain stakeholder satisfaction of ITIL projects via GA-BP model and commendably satisfy the demands for evaluation of ITIL on basis of IT service level of small and medium-sized commercial banks.
목차
Abstract 1. Introduction 2. ITIL-based IT Service Evaluation Model 2.1. Model of Satisfaction of the ITIL Project Stakeholders 2.2. ITIL-based IT Service Indicator System 3. Evaluation Methods and Indicator Evaluation 3.1. Determination of Evaluation Indicators 3.2. Determination of Comments Collection 3.3. Determination of the Initial Network Values 3.4. BP Network Structure Algorithm 4. Case Analyses 4.1. Determination of Input and Output Matrix 4.2. Training Results 4.3. Analysis of the Simulation Results 5. Conclusions References
키워드
IT service managementSatisfactionGenetic algorithm (GA)BP neural network
저자
Yu Xiaozhong [ School of Economics and Management Southwest Petroleum University, China ]
Liu Jian [ School of Economics and Management Southwest Petroleum University, China 3ZiGong Commercial Bank, China ]
보안공학연구지원센터(IJHIT) [Science & Engineering Research Support Center, Republic of Korea(IJHIT)]
설립연도
2006
분야
공학>컴퓨터학
소개
1. 보안공학에 대한 각종 조사 및 연구
2. 보안공학에 대한 응용기술 연구 및 발표
3. 보안공학에 관한 각종 학술 발표회 및 전시회 개최
4. 보안공학 기술의 상호 협조 및 정보교환
5. 보안공학에 관한 표준화 사업 및 규격의 제정
6. 보안공학에 관한 산학연 협동의 증진
7. 국제적 학술 교류 및 기술 협력
8. 보안공학에 관한 논문지 발간
9. 기타 본 회 목적 달성에 필요한 사업
간행물
간행물명
International Journal of Hybrid Information Technology
간기
격월간
pISSN
1738-9968
수록기간
2008~2016
십진분류
KDC 505DDC 605
이 권호 내 다른 논문 / International Journal of Hybrid Information Technology Vol.8 No.4