Entity Resolution on Single Relation
Keyword(s):
Speed Up
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A basic work of entity resolution is to detect duplicate records in single relation. To address this problem, many different approaches for different areas are proposed. The basic process of entity resolution is attribute similarity computation. Based on the attribute similarity computation methods, many techniques for different areas are proposed to fulfill the process of entity resolution. Rule-based approach is one of the main techniques for entity resolution. To speed up the process of duplicate record detecting, the authors use techniques such as canopy and blocking. In this chapter, the authors focus on the record similarity computation, rule-based approach, similarity threshold computation, and blocking.
2018 ◽
Vol 8
(1)
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pp. 14
2019 ◽
Vol 50
(2)
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pp. 98-112
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Keyword(s):
2010 ◽
Vol 12
(1)
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pp. 9-16
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2021 ◽
pp. 161-179
1978 ◽
Vol 10
(6)
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pp. 693-711
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Keyword(s):