Professor of Information Science, University of Arkansas at Little Rock; Executive Director of the UALR Laboratory for Advanced Research in Entity Resolution and Information Quality; Associate Director of the Acxiom Laboratory for Applied Research; Co-Director of the MIT Information Quality Program’s Working Group on Customer-Centric Information Quality Management.