Analyzing Uncertain Data: Probabilistic Approaches

预期的研究成果包括通过支持概率查询处理对不确定数据分析技术发展的重大技术贡献。提出的以系统、算法和数据库为中心的方法来研究新颖的、无处不在的问题，将得到数据库社区对高级实际应用的更大支持，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在不确定数据分析方面的国际领先研究团队地位，为这一重要且不断发展的领域培养高素质的人才，而且将为澳大利亚带来可观的经济和社会效益。

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.