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首页> 外文期刊>International Journal of Information Technology & Decision Making >A DECISION SUPPORT SYSTEM FOR THE ENVIRONMENTAL IMPACT OF ICT AND E-BUSINESS
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A DECISION SUPPORT SYSTEM FOR THE ENVIRONMENTAL IMPACT OF ICT AND E-BUSINESS

机译:信息通信技术和电子商务的环境影响决策支持系统

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Information and communication technologies (ICT) and e-business are affecting our economic progress, social development, and the environment profoundly and in a complex manner. As an emerging field of research, significant interests have been aroused but quantitative studies are rather limited. Traditional systematic approaches for impact studies have been found to be insufficient to deal with this research topic. In order to further explore the relationship between ICT/e-business and the environment, the approach adopted in this study aimed to simulate how ICT/e-business indicators interact with environmental indicators quantitatively. Owing to lack of data and information in the current area in government bodies/councils/research institutes, two questionnaire surveys were conducted. Details of the data collection progress are provided. An artificial neural network (ANN) approach, embedded in a more predictive and empirical model, is suggested herein as a new methodology and possible solution. Furthermore an expert decision support system (EDSS), built around these neural networks with a user-friendly interface and being able to post-process data to information, is developed. The system could be used, for example, by an individual company to analyze how its ICT/e-business adoptions influence its environmental performance.
机译:信息和通信技术(ICT)和电子商务正以复杂的方式深刻影响着我们的经济进步,社会发展和环境。作为一个新兴的研究领域,引起了人们极大的兴趣,但是定量研究却相当有限。已经发现,用于影响研究的传统系统方法不足以处理该研究主题。为了进一步探讨ICT /电子商务与环境之间的关系,本研究采用的方法旨在模拟ICT /电子商务指标如何与环境指标进行定量交互。由于政府机构/理事会/研究机构当前缺乏数据和信息,因此进行了两次问卷调查。提供了数据收集进度的详细信息。本文提出了一种嵌入在更具预测性和经验性的模型中的人工神经网络(ANN)方法,作为一种新的方法论和可能的解决方案。此外,还开发了一个专家决策支持系统(EDSS),该系统围绕这些神经网络构建,具有用户友好的界面,并且能够将数据后处理为信息。例如,单个公司可以使用该系统来分析其ICT /电子商务的采用如何影响其环境绩效。

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