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A STUDY ABOUT THE INFORMATION RETRIEVAL SYSTEMS OF THE POLITICAL WORK BASED ON THE NEURAL NETWORK

机译:基于神经网络的政治工作信息检索系统研究

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摘要

As the political work has made many progresses in information retrieval technologies and several algorithms have been formed to verify the preliminary conclusions,the present study expects the result of the research in this paper to carry out an important role in political work of information technology and to play a positive role in promoting political work,.In this paper,we try to create mature political retrieval technologies,with state-of-the-art thinking.The development of the internet network has arisen a new type of problem for both users and makers: determining the relevancy of political work sources.In this paper,we propose a political work retrieval system employing relevance feedback retrieve documents.That employing of the back-propagation neural network learning mechanism as the political work retrieval knowledge encoding mechanism enables the system to handle a Query in a reasonably short time and return the searched results with high accuracy.Of course,this is only a preliminary exploration,some of the conclusions are not perfect enough,and some may not be optimal algorithm.We sincerely hope experts and scholars attend the center.
机译:由于政治工作在信息检索技术上取得了许多进展,并形成了几种算法来验证初步结论,因此本研究希望本文的研究结果能够在信息技术政治工作中发挥重要作用,并有助于在促进政治工作中发挥积极作用。本文试图用最先进的思想创造成熟的政治检索技术。互联网网络的发展给用户和用户都带来了新的问题。本文提出了一种利用相关反馈检索文档的政治工作检索系统。利用反向传播神经网络学习机制作为政治工作检索知识的编码机制,可以使决策者能够确定政治工作来源的相关性。在相当短的时间内处理查询并以高精度返回搜索结果。当然,这只是初步的探索,有些结论还不够完善,有些结论可能不是最优算法。我们衷心希望专家和学者参加。

著录项

  • 来源
  • 会议地点 Ningbo(CN);Ningbo(CN)
  • 作者

    LI Chuang;

  • 作者单位

    Fengjian Liu@Humanities and Social Sciences School,National University of Defense Technology Changsha 410073,P.R.China--Yuqiang Zhang@Humanities and Social Sciences School,National University of Defense Technology Changsha 410073,P.R.China--Jianping Wen@The Second Artillery Petty Office School,Qingzhou,262500,P.R.China--Zhuzhi@Information System and Management School,National University of Defense Technology Changsha 410073,P.R.China--;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 计算技术、计算机技术;
  • 关键词

    Political work; Information system; Distributed environment;

    机译:政治工作;信息系统;分布式环境;

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