A Robust Data Envelopment Analysis Method for Business and IT Alignment of Enterprise Architecture Scenarios

Journal Title: Journal of Information Systems and Telecommunication - Year 2013, Vol 1, Issue 2

Abstract

Information Technology is recognized as a competitive enabler in today’s dynamic business environment. Therefore, alliance of business and Information Technology process is critical, which is mostly emphasized in Information Technology governance frameworks. On the other hand, Enterprise Architectures are deployed to steer organizations for achieving their objectives while being responsive to changes. Thus, it is proposed to align the business and Information Technology through investigating the suitability of Enterprise Architecture scenarios. In view of this fact, investigating a flexible decision making method for business and information technology alignment analysis is necessary, but it is not sufficient since the subjective analysis is always perturbed by some degree of uncertainty. Therefore, we have developed a new robust Data Envelopment Analysis technique designed for Enterprise Architecture scenario analysis. Several numerical experiments and a sensitivity analysis are designed to show the performance, significance, and flexibility of the proposed method in a real case.

Authors and Affiliations

Mehdi Fasanghari, Mohsen Sadegh Amalnick, Reza Taghipour Anvari, Jafar Razmi

Keywords

Related Articles

Opinion Mining in Persian Language Using Supervised Algorithms

Rapid growth of Internet results in large amount of user-generated contents in social media, forums, blogs, and etc. Automatic analysis of this content is needed to extract valuable information from these contents. Opini...

Speech Intelligibility Improvement in Noisy Environments for Near-End Listening Enhancement

A new speech intelligibility improvement method for near-end listening enhancement in noisy environments is proposed. This method improves speech intelligibility by optimizing energy correlation of one-third octave bands...

Tracking Performance of Semi-Supervised Large Margin Classifiers in Automatic Modulation Classification

Automatic modulation classification (AMC) in detected signals is an intermediate step between signal detection and demodulation, and is also an essential task for an intelligent receiver in various civil and military app...

Digital Video Stabilization System by Adaptive Fuzzy Kalman Filtering

Digital video stabilization (DVS) allows acquiring video sequences without disturbing jerkiness, removing unwanted camera movements. A good DVS should remove the unwanted camera movements while maintains the intentional...

Application of Curve Fitting in Hyperspectral Data Classification and Compression

Regarding to the high between-band correlation and large volumes of hyperspectral data, feature reduction (either feature selection or extraction) is an important part of classification process for this data type. A vari...

Download PDF file
  • EP ID EP190113
  • DOI 10.7508/jist.2013.02.004
  • Views 135
  • Downloads 0

How To Cite

Mehdi Fasanghari, Mohsen Sadegh Amalnick, Reza Taghipour Anvari, Jafar Razmi (2013). A Robust Data Envelopment Analysis Method for Business and IT Alignment of Enterprise Architecture Scenarios. Journal of Information Systems and Telecommunication, 1(2), 97-112. https://europub.co.uk/articles/-A-190113