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Structure Search Over Large Scale Heterogeneous Information Networks

Structure Search Over Large Scale Heterogeneous Information Networks
大规模异构信息网络的结构搜索
批准号:
DP200101338
负责人:
Prof Xuemin Lin
金额:
$18.02万
依托单位国家:
澳大利亚
项目类别:
Discovery Projects
财政年份:
2020
资助国家:
澳大利亚
项目状态:
已结题
起止时间:
2020-01-01 至 2022-05-04

项目摘要

项目成果

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中文摘要
翻译
异构信息网络结构搜索在网络安全、犯罪侦查、社交媒体、营销推荐、公共卫生等领域有着广泛的应用。本项目旨在为大规模HINs的高效结构搜索开发新技术,奠定科学基础。预期的结果包括新的计算范例、算法、索引、增量计算和分布式解决方案。该项目的成功将直接为大数据计算奠定科学基础。该计划亦会促进本地产业的发展,包括网络安全、社交媒体推荐、网络管理、知识图谱和电子商务。
英文摘要
Structure search on heterogeneous information networks (HINs) has many applications including cybersecurity, crime detection, social media, marketing recommendation, and public health. The project aims to develop novel techniques for efficiently conducting structure search on large scale HINs and lay the scientific foundations. The anticipated outcomes include novel computing paradigms, algorithms, indexing, incremental computation, and distributed solutions. The success of the project will directly contribute to the scientific foundation of Big Data computation. It will also contribute to the development of local industry involving cybersecurity, social media-based recommendation, network management, knowledge graphs, and E-business.
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Towards High-Order Structure Search on Large-Scale Graphs
  • 批准号:
    DP220103128
  • 项目类别:
    Discovery Projects
  • 资助金额:
    $0.0万
  • 财政年份:
    2022
  • 负责人:
    Prof Xuemin Lin
  • 依托单位:
Efficient processing of large scale multi-dimensional graphs
  • 批准号:
    DP180103096
  • 项目类别:
    Discovery Projects
  • 资助金额:
    $28.56万
  • 财政年份:
    2018
  • 负责人:
    Prof Xuemin Lin
  • 依托单位:
Towards efficient processing of big graphs
  • 批准号:
    DP170101628
  • 项目类别:
    Discovery Projects
  • 资助金额:
    $36.95万
  • 财政年份:
    2017
  • 负责人:
    Prof Xuemin Lin
  • 依托单位:
Efficiently Processing Pattern-based Structure Queries over Large Graphs
  • 批准号:
    DP150102728
  • 项目类别:
    Discovery Projects
  • 资助金额:
    $27.43万
  • 财政年份:
    2015
  • 负责人:
    Prof Xuemin Lin
  • 依托单位:
海外基金