Structure Search Over Large Scale Heterogeneous Information Networks
Structure Search Over Large Scale Heterogeneous Information Networks
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
中文摘要
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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会议论文
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Probabilistic search over large-scale uncertain graphs
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批准号:DP140103578
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资助金额:$28.87万
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财政年份:2014
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Ranking complex objects in a multi-dimensional space
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财政年份:2012
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Efficient structure search over large graphs
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批准号:DP110102937
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财政年份:2011
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依托单位:
Analyzing Uncertain Data: Probabilistic Approaches
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批准号:DP0987557
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财政年份:2009
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Effectively Computing and Maintaining Graph-based Statistics in Large Scale Applications
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财政年份:2008
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负责人:Prof Xuemin Lin
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依托单位:
Computing Order Statistcs over Data Streams
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批准号:DP0666428
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资助金额:$21.79万
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财政年份:2006
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负责人:Prof Xuemin Lin
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依托单位:
Efficient Processing of Complex Spatial Queries
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财政年份:2003
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负责人:Prof Xuemin Lin
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依托单位:
海外基金