| 基于数据挖掘的服务企业诊断信息情报智能采集模型研究 |
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| 引用本文： | 王玻,彭伟.基于数据挖掘的服务企业诊断信息情报智能采集模型研究[J].科技管理研究,2020,40(1):184-192. |
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| 作者姓名： | 王玻 彭伟 |
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| 作者单位： | 广西大学商学院,广西南宁 530004;广西大学商学院,广西南宁 530004 |
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| 基金项目： | 广西自然科学基金项目“价值共创知识网络环境下服务模式诊断及创新演化研究”(2018GXNSFAA138101) |
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| 摘 要： | 借助数据挖掘技术构建企业诊断信息智能采集模型,为服务企业智能诊断系统设计奠定基础。对比分析服务企业各诊断主题现状、流程、存在不足及诊断情报收集状况,为服务企业的诊断构建情报智能采集模型。模型整合诊断信息搜集的基本流程,借助数据挖掘技术来实现服务企业诊断情报的收集、处理、智能分析等功能为一体,增加情报采集的协同性与智能性,实现诊断情报知识获取的自动化与智能化。通过分析,将数据挖掘、特征识别等技术应用在企业诊断信息采集方面是提高企业诊断智能性的有效途径,也是企业诊断智能化的重要发展方向。
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| 关 键 词： | 服务企业 企业诊断 数据挖掘 模式识别 诊断情报 情报智能采集 |
| 收稿时间： | 2019/3/4 0:00:00 |
| 修稿时间： | 2019/3/20 0:00:00 |
Research on Intelligence Acquisition Model of Diagnostic Information Intelligence of Service Enterprises Based on Data Mining |
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| Wang Bo,Peng Wei.Research on Intelligence Acquisition Model of Diagnostic Information Intelligence of Service Enterprises Based on Data Mining[J].Science and Technology Management Research,2020,40(1):184-192. |
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| Authors: | Wang Bo Peng Wei |
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| Institution: | (Business School,Guangxi University,Nanning 530004,China) |
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| Abstract: | Building an intelligent acquisition model of enterprise diagnostic information with the help of computer technologies such as data mining, laying a foundation for the design of intelligent diagnostic system for enterprises in the later stage. On the basis of elaborating the current status and process of each diagnostic subject of the service enterprise, by comparing and analyzing the current status of each diagnostic subject and the diagnostic information collection status of different diagnostic subjects, an intelligent collection model of the service enterprise diagnostic information based on data mining was constructed. Data acquisition model integrated the diagnosis of the basic process of information gathering, with the help of data mining, OLAP and web crawler technology to realize information collection, information service enterprise diagnosis of pretreatment, intelligence gathering, and other functions into one, increase the synergistic effect of intelligence gathering and intelligent, implementation services intelligence diagnosis knowledge acquisition of automation and intelligent function.Through analysis, the application of data mining technology, data warehouse technology, pattern recognition and feature recognition in the information acquisition of enterprise diagnosis is an effective way to improve the intelligence of enterprise diagnosis, and it will also be an important development direction of enterprise diagnosis intelligence and man-machine integrated diagnosis. |
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| Keywords: | service enterprises enterprise diagnosis data mining pattern recognition diagnostic information intelligent intelligence collection |
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