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Advanced search of cohesive subgraphs in big graphs

Advanced search of cohesive subgraphs in big graphs
大图中内聚子图的高级搜索
批准号:
FT180100256
负责人:
A/Prof Lijun Chang
金额:
$53.73万
依托单位:
依托单位国家:
澳大利亚
项目类别:
ARC Future Fellowships
财政年份:
2019
资助国家:
澳大利亚
项目状态:
已结题
起止时间:
2019-01-01 至 2023-12-31

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中文摘要
翻译
本项目旨在研究高级内聚子图搜索,以及设计高效和可扩展的技术来进行此类搜索。大图上的内聚子图搜索被许多应用所需要,如风险管理、用户行为分析、网络安全、犯罪侦查、社会营销和社区搜索。该项目将开发、分析、实施和评估新的索引和数据处理技术,以支持一组高级内聚子图搜索。这将为下一代金融科技、网络安全、电子商务、犯罪侦查和社交网络分析等许多应用带来重大好处。
英文摘要
This project aims to study advanced cohesive subgraph searches, as well as design efficient and scalable techniques to conduct such searches. Cohesive subgraph search over big graphs is demanded by many applications, such as risk management, analysis of users’ behaviours, cybersecurity, crime detection, social marketing and community search. This project will develop, analyse, implement, and evaluate novel indexing and data processing techniques to support a set of advanced cohesive subgraph searches. This will provide significant benefits to many applications such as the next generation of fintech, cybersecurity, e-commerce, crime detection and social network analysis.
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会议论文
Directionality-Aware Cohesive Subgraph Search over Directed Graphs
  • 批准号:
    DP220103731
  • 项目类别:
    Discovery Projects
  • 资助金额:
    $34.25万
  • 财政年份:
    2022
  • 负责人:
    A/Prof Lijun Chang
  • 依托单位:
Efficient Cohesive-Subgraph Search over Large Graphs
  • 批准号:
    DE150100563
  • 项目类别:
    Discovery Early Career Researcher Award
  • 资助金额:
    $23.85万
  • 财政年份:
    2015
  • 负责人:
    A/Prof Lijun Chang
  • 依托单位:
国内基金
海外基金
中大尺度原子、分子团簇电子和几何结构的理论研究