课题基金基金详情
面向网络民意调研的知识库体系构建及应用技术
结题报告
批准号:
U1936208
项目类别:
联合基金项目
资助金额:
259.0 万元
负责人:
黄永峰
依托单位:
学科分类:
信息检索与社会计算
结题年份:
2023
批准年份:
2019
项目状态:
已结题
项目参与者:
黄永峰
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中文摘要
互联网已成为人类有史以来的最大“信息集散地”和 “思想自由市场”。其影响力正积聚放大,也成为政府了解民情的直接渠道。习总书记指出:政府要充分反映民意的作用。另一方面,网络民调数据同时包含主观与客观信息等特点,给知识库构建带来巨大挑战。因此,研究网络开源数据的民意调研及知识库不仅能促进信息处理等技术的发展,还能满足国计民生需求。项目拟定以构建网络民意调研知识库体系为研究目标,针对网络民调数据特点与民调应用需求之间矛盾,围绕民调知识库体系、知识协同构建、知识认知推理等3大关键科学问题,开展网络民调的二元知识库体系、知识自适应抽取、知识自主式精化、人机协同的知识渐进获取与更新、多模态集成知识推理等技术研究,期望在5项核心技术取得创新和突破,并在知识获取的精准度与召回率、知识推理的正确性与响应时间、知识库规模等6项技术指标达到国际先进水平;并以雄安智慧城市为主题,构建网络民调应用。
英文摘要
The internet has become the largest "information hub" and "free market of thought" in human history. The influence of the Internet is accumulating and expanding, and it has become a direct channel for government to understand public opinion. Chinese President Xi Jinping pointed out that government management needs to fully reflect public opinion. Internet media contains a wealth of subjective and objective information, which poses a huge challenge to knowledge base construction. Therefore, research on online public opinion and knowledge base construction will not only promote the development of technologies such as information processing, but also meet the needs of the national economy and the people's livelihood. This project aims at the construction and application of knowledge base system oriented to online public opinion survey. To accomplish this goal, this project intends to solve three key scientific problems: design of knowledge base system for online public opinion survey, collaborative knowledge construction, and knowledge cognitive reasoning. In addition, this project plans to achieve innovative breakthroughs in five core technologies: knowledge base system for online public opinion survey, adaptive knowledge extraction technology, autonomous knowledge refinement technology, progressive knowledge acquisition and updating technology under human-machine collaboration, and multi-modal integrated knowledge reasoning technology. Moreover, this project plans to reach international advanced level in six technical indicators, such as precision, recall, accuracy, response time, and knowledge base scale. Finally, we will develop an application for online public opinion survey with the theme of Xiong'an Smart City.
期刊论文列表
专著列表
科研奖励列表
会议论文列表
专利列表
Blockchain-based Privacy-Preserving Group Data Auditing with Secure User Revocation
基于区块链的隐私保护组数据审计和安全用户撤销
DOI:10.32604/csse.2023.031030
发表时间:2022
期刊:Computer Systems Science and Engineering
影响因子:2.2
作者:Yining Qi;Yubo Luo;Yongfeng Huang;Xing Li
通讯作者:Xing Li
DOI:--
发表时间:2022
期刊:Knowledge-Based Systems
影响因子:--
作者:Haoqin Tu;Zhongliang Yang;Jinshuai Yang;Siyu Zhang;Yongfeng Huang
通讯作者:Yongfeng Huang
Robust Online Tracking via Contrastive Spatio-Temporal Aware Network
通过对比时空感知网络进行稳健的在线跟踪
DOI:10.1109/tip.2021.3050314
发表时间:2021-01
期刊:IEEE Transactions on Image Processing
影响因子:10.6
作者:Yao Siyuan;Zhang Hua;Ren Wenqi;Ma Chao;Han Xiaoguang;Cao Xiaochun
通讯作者:Cao Xiaochun
DOI:10.1145/3530257
发表时间:2023-01-01
期刊:ACM TRANSACTIONS ON INFORMATION SYSTEMS
影响因子:5.6
作者:Wu,Chuhan;Wu,Fangzhao;Xie,Xing
通讯作者:Xie,Xing
A federated graph neural network framework for privacy-preserving personalization.
用于隐私保护个性化的联合图神经网络框架
DOI:10.1038/s41467-022-30714-9
发表时间:2022-06-02
期刊:Nature communications
影响因子:16.6
作者:
通讯作者:
流媒体信息隐藏的时空概念模型及其应用方法的研究
  • 批准号:
    61271392
  • 项目类别:
    面上项目
  • 资助金额:
    70.0万元
  • 批准年份:
    2012
  • 负责人:
    黄永峰
  • 依托单位:
基于流媒体的自适应信息隐藏理论和方法
  • 批准号:
    60773140
  • 项目类别:
    面上项目
  • 资助金额:
    25.0万元
  • 批准年份:
    2007
  • 负责人:
    黄永峰
  • 依托单位:
国内基金
海外基金