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Data Mining and Management

Finding patterns and insights in data


Our work in this area focuses on solving key problems in database architecture and information management. Our current areas of focus are infrastructure for large-scale database systems; reducing the total cost of ownership of information management; enabling flexible ways to query, browse, and organize rich data sets containing both structured and unstructured data; and the management of database schemas and mappings.

 

Publications

Meihui Zhang and Kaushik Chakrabarti, InfoGather+:Semantic Matching and Annotation of Numeric and Time-Varying Attributes in Web Tables, ACM SIGMOD, June 2013

Xiangye Xiao, Yu Zheng, Qiong Luo, Xing Xie. Inferring Social Ties between Users with Human Location History. Journal of Ambient Intelligence and Humanized Computing, 2012.

Jie Bao, Yu Zheng, and Mohamed F. Mokbel, Location-based and Preference-Aware Recommendation Using Sparse Geo-Social Networking Data, in ACM SIGSPATIAL GIS 2012, ACM, November 2012

More publications ...