Analysis of system implementation effect based on Bayes analysis of imbalanced measures

IF 1.2 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS

INTERNATIONAL JOURNAL OF COMPUTER APPLICATIONS IN TECHNOLOGY Pub Date : 2019-09-02 DOI:10.1504/ijcat.2019.10023584

Huang Liumei, Lian Huijie

引用次数: 1

Abstract

In order to enhance the analysis effectiveness of the compulsory education policy implementation situation of regional economic development, this paper puts forward an analysis method based on inconsistent-measurement Bayes of the compulsory education policy implementation situation. Firstly, it researches the evaluation index model of compulsory education resource allocation, and establishes the evaluation model based on the relevant indexes such as education infrastructure, teacher resources and appropriation for education; secondly, it puts forward a Bayes filtering algorithm based on forward-backward compression to effectively handle the noising and uncertainty problems in the compulsory education policy implementation, realise the effective estimation on the equilibrium model of compulsory education policy implementation, and deeply analyse the influence of compulsory education policy in domestic compulsory education policy implementation trend. The research result verifies the effectiveness of the method.

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基于不平衡措施贝叶斯分析的制度实施效果分析

为了提高义务教育政策实施情况对区域经济发展的分析有效性，本文提出了一种基于非一致性测度贝叶斯的义务教育政策实施情况分析方法。首先，研究了义务教育资源配置的评价指标模型，建立了基于教育基础设施、教师资源、教育经费等相关指标的评价模型;其次，提出了一种基于前向向后压缩的贝叶斯滤波算法，有效处理义务教育政策实施中的噪声和不确定性问题，实现了对义务教育政策实施均衡模型的有效估计，并深入分析了义务教育政策对国内义务教育政策实施趋势的影响。研究结果验证了该方法的有效性。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

INTERNATIONAL JOURNAL OF COMPUTER APPLICATIONS IN TECHNOLOGY COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS-

CiteScore

2.80

自引率

45.50%

发文量

期刊介绍： IJCAT addresses issues of computer applications, information and communication systems, software engineering and management, CAD/CAM/CAE, numerical analysis and simulations, finite element methods and analyses, robotics, computer applications in multimedia and new technologies, computer aided learning and training. Topics covered include: -Computer applications in engineering and technology- Computer control system design- CAD/CAM, CAE, CIM and robotics- Computer applications in knowledge-based and expert systems- Computer applications in information technology and communication- Computer-integrated material processing (CIMP)- Computer-aided learning (CAL)- Computer modelling and simulation- Synthetic approach for engineering- Man-machine interface- Software engineering and management- Management techniques and methods- Human computer interaction- Real-time systems