Anu Raj Pradhan - Pittsburgh PA, US Burcu Akinci - Pittsburgh PA, US
Assignee:
CARNEGIE MELLON UNIVERSITY - Pittsburgh PA
International Classification:
G06F 17/30
US Classification:
707769
Abstract:
Methods and software for automatedly answering dynamic queries requiring fusing of data from various ones of multiple available heterogeneous data sources. The data sources are characterized and interrelated using a suitable ontology. In one implementation, each dynamic query is analyzed to determine the data items required to answer that query, along with their levels of detail. The data items and levels of detail are used to determine which ones of the multiple data sources are needed to answer the query. The data items, levels of detail, and the ontology of the data sources are then used to automatedly develop a data-fusing plan for fusing data from the needed data sources in a manner that answers the query. The data-fusing plan is executed, and the query is answered.
DREXEL UNIVERSITY Philadelphia, PA Sep 2009 to Dec 2014 Assistant Professor, Dept. of CivilCARNEGIE MELLON UNIVERSITY Pittsburgh, PA Jan 2005 to Aug 2009 Graduate Research Assistant, Civil and Environmental EngineeringNORTH CAROLINA DEPARTMENT OF TRANSPORTATION
Oct 2003 to Dec 2004 GIS Consultant, Geographic Information System (GIS) UnitNORTH CAROLINA STATE UNIVERSITY
Jan 2002 to Aug 2003 Graduate Research Assistant, Civil and Environmental EngineeringLALITPUR FINANCE LTD
Aug 1999 to Jun 2001 Software Developer and Analyst
Education:
Georgia Institute of Technology Jan 2014 to 2000 Machine LearningCarnegie Mellon University Jan 2005 to Aug 2009 PhD in Computer Aided EngineeringNorth Carolina State University Aug 2001 to Aug 2003 MS in Computer Aided EngineeringPunjab Engineering College Chandigarh, Chandigarh Aug 1995 to Jul 1999 B.Eng. in Civil Engineering