Analyzing Uncertain Data: Probabilistic Approaches

分析不确定数据：概率方法

• 批准号: DP0987557
• 负责人: Prof Xuemin Lin
• 金额: $ 23.72万
• 依托单位: The University of New South Wales
• 依托单位国家: 澳大利亚
• 项目类别: Discovery Projects
• 财政年份: 2009
• 资助国家: 澳大利亚
• 起止时间: 2009-01-20 至 2012-08-20
• 项目状态: 已结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DP0987557
• 关键词: Analyzing; Uncertain; Data; Probabilistic; Approaches

The expected research outcome includes siginificantly technical contributions to the uncertain data analysis technology development by supporting probablistic query procesing. The proposed systematic, algorithm and database centric approach to investigate the novel, ubiquitous problems will lead to a greater support, from the database community, to the advanced real applications, and creating new opportunities for the IT industry. The success of this project will not only further enhance us as an internationally leading research group in uncertain data analysis and provide training for high quality personnel in this important and growing area but also bring considerable economic and social benefits to Australia.

预期的研究成果包括显着的技术贡献，支持概率查询处理的不确定数据分析技术的发展。所提出的以系统、算法和数据库为中心的方法来调查新颖的、普遍存在的问题，将导致从数据库社区到高级真实的应用的更大支持，并为IT行业创造新的机会。该项目的成功不仅将进一步提升我们作为国际领先的不确定数据分析研究小组的地位，并为这一重要和不断发展的领域提供高素质人才的培训，而且还将为澳大利亚带来可观的经济和社会效益。