数据库系统方法管理决策支持

IF 2.2 2区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS
J. Donovan
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引用次数: 46

摘要

传统的直观的决策方法已不足以处理现代决策者所面临的复杂问题。因此,必须开发系统,为必须作出的决定提供必要的信息和分析。这些系统被称为决策支持系统。虽然数据库系统为决策支持系统提供了一个关键因素,但决策者现在面临的问题与过去数据库系统所应用的问题不同。这些问题通常是事先不知道的,它们是不断变化的,需要迅速得到答案。因此,额外的技术、方法和方法必须扩展数据库和操作系统研究(以及其他软件和硬件研究)的传统领域,以便它们真正有效地支持决策者。本文描述了这一领域的最新工作,并指出了未来需要开展的工作。具体来说,本文讨论了:(1)为什么存在对决策支持系统的迫切需求;(2)能源领域的工作实例,明确了这些决策支持系统与传统操作和管理系统的区别;(3)对决策支持系统的认识是如何演变的,包括对其他人所做的工作的简要回顾,以及与当代技术一致的决策支持系统的计算需求的陈述;(4)通过开发和实施一种计算设施,即通用管理信息系统(GMIS),来满足其中许多计算需求的方法;(5)在新英格兰能源管理信息系统(NEEMIS)项目的一个典型研究中,将该计算设施应用于新英格兰面临的一个复杂而重要的能源问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Databsse system approach the management decision support
Traditional intuitive methods of decision-making are no longer adequate to deal with the complex problems faced by the modern policymaker. Thus systems must be developed to provide the information and analysis necessary for the decisions which must be made. These systems are called decision support systems. Although database systems provide a key ingredient to decision support systems, the problems now facing the policymaker are different from those problems to which database systems have been applied in the past. The problems are usually not known in advance, they are constantly changing, and answers are needed quickly. Hence additional technologies, methodologies, and approaches must expand the traditional areas of database and operating systems research (as well as other software and hardware research) in order for them to become truly effective in supporting policymakers. This paper describes recent work in this area and indicates where future work is needed. Specifically the paper discusses: (1) why there exists a vital need for decision support systems; (2) examples from work in the field of energy which make explicit the characteristics which distinguish these decision support systems from traditional operational and managerial systems; (3) how an awareness of decision support systems has evolved, including a brief review of work done by others and a statement of the computational needs of decision support systems which are consistent with contemporary technology; (4) an approach which has been made to meet many of these computational needs through the development and implementation of a computational facility, the Generalized Management Information System (GMIS); and (5) the application of this computational facility to a complex and important energy problem facing New England in a typical study within the New England Energy Management Information System (NEEMIS) Project.
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来源期刊
ACM Transactions on Database Systems
ACM Transactions on Database Systems 工程技术-计算机:软件工程
CiteScore
5.60
自引率
0.00%
发文量
15
审稿时长
>12 weeks
期刊介绍: Heavily used in both academic and corporate R&D settings, ACM Transactions on Database Systems (TODS) is a key publication for computer scientists working in data abstraction, data modeling, and designing data management systems. Topics include storage and retrieval, transaction management, distributed and federated databases, semantics of data, intelligent databases, and operations and algorithms relating to these areas. In this rapidly changing field, TODS provides insights into the thoughts of the best minds in database R&D.
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