A Case Study on Data Quality, Privacy, and Entity Resolution
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This chapter presents ongoing research conducted through collaboration between the University of Arkansas at Little Rock and the Arkansas Department of Education to develop an entity resolution and identity management system. The process includes a multi-phase approach consisting of data-quality analysis, selection of entity-identity attributes for entity resolution, development of a truth-set, and implementation and benchmarking of an entity-resolution rule set using the open source entity-resolution system named OYSTER. The research is the first known of its kind to evaluate privacy-enhancing, entity-resolution rule sets in a state education agency.
2016 ◽
Vol 6
(3)
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pp. 1-20
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2020 ◽
pp. 63-67
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2016 ◽
Vol E99.D
(6)
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pp. 1521-1530
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1990 ◽
Vol 15
(2)
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pp. 106-113
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