教師資料查詢 | 類別: 期刊論文 | 教師: 徐煥智 Shyur Huan-jyh (瀏覽個人網頁)

標題:A Dynamic MADM Method for the Selection of a Big Data Service Provider
學年107
學期2
出版(發表)日期2019/03/01
作品名稱A Dynamic MADM Method for the Selection of a Big Data Service Provider
作品名稱(其他語言)
著者Liang Yin; Huan-Jyh Shyur
單位
出版者
著錄名稱、卷期、頁數International Journal of Information and Management Sciences 30(1), p.57-71
摘要The decision making process for selection of a proper Big Data service platform can be
complex and dynamic. The bidding process can occur multiple times, the assessment criteria
vary each time and they may conflict with each other. Most existing multiple attribute
decision-making (MADM) methods are unable to take into account such dynamic process.
This paper presents a new dynamic decision making method for the selection of a big data
service provider. The dynamic nature of such process is addressed by means of a feedback
mechanism. The final decision is taken at the end of a series of exploratory processes.
The ranking algorithm for the proposed method uses prospect theory to reflect the decision
maker’s behavior in the face of risk. A case study shows the actual bidding process and proves
the proposed method is able to guide and support a decision team to efficiently aggregate
their preferences dynamically.
關鍵字Dynamic decision making;MADM;prospect theory;big data
語言英文(美國)
ISSN1017-1819
期刊性質國內
收錄於TSSCI;EI;
產學合作
通訊作者Huan-Jyh Shyur
審稿制度
國別中華民國
公開徵稿
出版型式,電子版,紙本
相關連結
Google+ 推薦功能,讓全世界都能看到您的推薦!