There are many people and organizations whose support for the UALR Information Quality Graduate Program and the Center for Advanced Research in Entity Resolution and Information Quality (ERIQ) have made it possible for me to write this book and to whom I owe a great debt of gratitude. First and foremost I want to thank my friend and mentor Dr. Richard Wang, Director of the MIT IQ Program and currently serving as the Chief Data Quality Officer and Deputy Chief Data Officer of the U.S. Army. Without his vision, encouragement, and tireless efforts to establish information quality as an academic discipline none of my work would have been possible. I am also grateful to Acxiom Corporation and its leadership team for its willingness ...

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