A Novel Distributed Multidimensional Management Approach For Modeling Proactive Decision Making
The aim of this paper is to propose a new model for supporting proactive decision making in large enterprises.These organizations usually encounter enormous electronic transactions upon distributed infrastructures.The stockpiled data collections in these systems are the best source for providing necessary material for decision-making process to support managers and executives.The existing models for supporting decision-making,encounter practical problems while facing distributed databases.This paper introduces a new model that is designed to tackle the problem.The paper shows how the proposed model can be the best blueprint to increase the competitive advantage of an organization by intelligent use of the collections of data and synthesize useful knowledge.The proposed model is multidimensional because it is based on multidimensional data model concepts.It is also multilayer because it widely depends on multilayer mining theory concepts.The paper also presents the results of an empirical study to evaluate the model and the results of applying the model to real data collections.
Decisin-making distributed databases Multidimensional Data Model Data Mining KDD
Masoud Pesaran Behbahni Souheil Khaddaj Islam Choudhury
Azad University(IR)in Oxford,Oxford,UK;School of Computing and Information Systems,Kingston Universi School of Computing and Information Systems,Kingston University London,UK
国际会议
英国伦敦
英文
181-185
2013-09-02（万方平台首次上网日期，不代表论文的发表时间）