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Research on the Comprehensive Evaluation of Business Intelligence System Based on BP Neural Network

机译:基于BP神经网络的商业智能系统综合评价研究

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摘要

In this paper, the current situation of comprehensive evaluation of business intelligence system (BIS) is analyzed, and the objectives and principles of establishing the evaluation system are elaborated. The evaluation index system of BIS is structured, and the Analytical Hierarchy Process (AHP) technique is used to confirm the index weights, and the fuzzy TOPSIS is selected to determine the synthetically scores of different companies' BIS. Then how to use BP neural network to evaluate BIS is discussed. The simulation results finally verify the scientific and effectiveness of this method. The study will provide a more scientific and reliable basis for systems engineering decision analysis.
机译:本文分析了商业智能系统(BIS)综合评价现状,阐述了建立评估体系的目标和原则。 BIS的评估指标系统是结构化的,并且使用分析层次处理(AHP)技术来确认指数权重,选择模糊TOPSIS以确定不同公司BIS的合成分数。然后讨论如何使用BP神经网络评估BIS。仿真结果最终验证了这种方法的科学和有效性。该研究将为系统工程决策分析提供更为科学和可靠的基础。

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