Dmitri V. Kalashnikov Associate Adjunct Professor Computer Science, UC Irvine Also: Visiting Scholar at UCSD [dvk@ics.uci.edu] [Contact] [LinkedIn] [Google Scholar] Research Interests General Areas     - Databases, data management     - Applied algorithms for Data Analysis     - Data mining, information retrieval Specialization     - Entity resolution, data cleaning, data quality     - Social media analysis, situational awareness     - Spatial, moving-object, and probabilistic databases     - Web people search

Education

• PhD, Computer Science, Purdue University, 2003
• MS, Computer Science, Purdue University, 2001
• MS/BS, Applied Mathematics and Computer Science, Moscow State University, 1999

Research Projects

• Sherlock@UCI - data cleaning and entity resolution
• SMART-C - real-time analysis of social media for improving crisis response

Software

• SuperEGO - fast ε-join code
• RelDC - code for relationship-based entity resolution
• Grid - fast processing of continuos range queries on moving objects

Selected Publications

• Super-EGO: Fast Multi-Dimensional Similarity Join, in VLDB Journal, 2013 [pdf]
• Exploiting web querying for web people search, in ACM TODS, 2012 [pdf]
• Attribute and object selection queries on objects with probabilistic attributes, ACM TODS, 2012 [pdf]
• Domain-independent data cleaning via analysis of entity-relationship graph, ACM TODS, 2006 [pdf]
• Other publications