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高等院校大数据挖掘与决策分析体系的应用研究 被引量:19
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作者 余鹏 李艳 吕鹏 《现代教育技术》 CSSCI 2016年第8期102-108,共7页
文章从我国高等院校"十二五"期间信息化建设的情况入手,探讨了高等院校大数据研究及发展的趋势,分析了大数据挖掘与决策分析体系建设的意义,并就该体系在高等院校信息化建设中的发展方向展开了讨论。文章设计了高等院校大数... 文章从我国高等院校"十二五"期间信息化建设的情况入手,探讨了高等院校大数据研究及发展的趋势,分析了大数据挖掘与决策分析体系建设的意义,并就该体系在高等院校信息化建设中的发展方向展开了讨论。文章设计了高等院校大数据挖掘与决策分析体系架构及流程,提出了一种新颖的"大数据+微服务"模式。结合该体系在高等院校未来信息化建设中多个典型应用场景的分析,可为高等院校信息化发展提供个性化服务保障,同时为高等院校的决策者进行科学决策提供依据。 展开更多
关键词 高等院校 大数据挖掘与决策分析体系 微服务 个性化服务
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基于分布式数据共享机制的高校财务决策分析平台构建 被引量:3
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作者 屠佳琪 应鑫迪 丁浩然 《中国教育信息化》 2020年第7期85-88,共4页
随着高校信息化系统日渐增多,数据量日益增大,高校管理层的综合管理难度越来越大,对校园各类数据的统计分析以辅助决策过程的需求越来越明显。针对上述现象,文章首先介绍了目前高校决策分析平台的研究现状和难点挑战;然后以浙江大学财... 随着高校信息化系统日渐增多,数据量日益增大,高校管理层的综合管理难度越来越大,对校园各类数据的统计分析以辅助决策过程的需求越来越明显。针对上述现象,文章首先介绍了目前高校决策分析平台的研究现状和难点挑战;然后以浙江大学财务决策分析系统为切入点,介绍了高校决策平台的整体框架;最后具体介绍了浙江大学在现有分布式数据共享平台上搭建的财务决策分析系统,并扩展到通用的决策分析平台,达到科学决策、科学管理的目的。 展开更多
关键词 财务指标体系 大数据决策分析 数据共享机制
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液压支架电液控制系统故障快速诊断 被引量:8
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作者 郑沁楠 《能源与节能》 2020年第4期72-73,118,共3页
以液压支架电液控制系统故障快速诊断为对象开展探究,在系统应急改造分析的基础上,针对基于大数据技术构建而成的决策服务平台进行全面介绍。实践表明,所构建的大数据决策服务平台能够实现对液压支架电液系统故障的快速诊断,对于推动矿... 以液压支架电液控制系统故障快速诊断为对象开展探究,在系统应急改造分析的基础上,针对基于大数据技术构建而成的决策服务平台进行全面介绍。实践表明,所构建的大数据决策服务平台能够实现对液压支架电液系统故障的快速诊断,对于推动矿井生产综合效益提升具有重要作用。 展开更多
关键词 液压支架 电液控制系统 故障诊断 大数据决策分析
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Manufacturers’channel selections under the influence of the platform with big data analytics
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作者 Qiu Huaqing Zhao Lindu 《Journal of Southeast University(English Edition)》 EI CAS 2022年第4期418-424,共7页
To obtain the platform s big data analytics support,manufacturers in the traditional retail channel must decide whether to use the direct online channel.A retail supply chain model and a direct online supply chain mod... To obtain the platform s big data analytics support,manufacturers in the traditional retail channel must decide whether to use the direct online channel.A retail supply chain model and a direct online supply chain model are built,in which manufacturers design products alone in the retail channel,while the platform and manufacturer complete the product design in the direct online channel.These two models are analyzed using the game theoretical model and numerical simulation.The findings indicate that if the manufacturers design capabilities are not very high and the commission rate is not very low,the manufacturers will choose the direct online channel if the platform s technical efforts are within an interval.When the platform s technical efforts are exogenous,they positively influence the manufacturers decisions;however,in the endogenous case,the platform s effect on the manufacturers is reflected in the interaction of the commission rate and cost efficiency.The manufacturers and the platform should make synthetic effort decisions based on the manufacturer s development capabilities,the intensity of market competition,and the cost efficiency of the platform. 展开更多
关键词 big data analytics platform selling channel decision-making product design
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Measurement of Economic Result in Public Organizations: A Departmental Analysis
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作者 Carlos Alberto Grespan Bonacim Adriana Maria Procopio de Araujo 《Journal of Modern Accounting and Auditing》 2014年第2期218-233,共16页
The aim of this work is to demonstrate how public university hospital (UH) managers can improve the process of decision-making by using the measurement of economic value added to the society (EVAS) generated by th... The aim of this work is to demonstrate how public university hospital (UH) managers can improve the process of decision-making by using the measurement of economic value added to the society (EVAS) generated by these organizations. Thus, the economic values of the organization and its departments were calculated, according to the theory studied: measurement model of economic result of Slomski (1996). It was considered the conduction of a case study in a public UH, evaluating its economic performance in a 3-year period. For the interpretation of results, the Data Envelopment Analysis (DEA) which categorized the departments of the hospital studied as efficient or inefficient was used. This study revealed that managers can improve the decision-making process by using the EVAS, since it has been established that this measurement of economic value has sensitivity to identify which of the economic value drivers should be emphasized in the management. 展开更多
关键词 public administration public university hospitals (UHs) value-based management (VBM) economicvalue added to the society (EVAS)
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