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Olaf Pollmann,Szilárd PodruzsikIn this chapter, we discuss the support that needs to be provided by a generic data cleaning platform for the task of .. As motivated in Chapter 1, the goal of deduplication is to combine records that represent the same real-world entity.Locale 发表于 2025-3-22 14:48:21
Similarity Functions,A common requirement in several critical data cleaning operations is to measure the closeness between pairs of records. . (or, .) between atomic values constituting a record form the backbone of measuring closeness between records.Locale 发表于 2025-3-22 18:46:02
Task: Deduplication,In this chapter, we discuss the support that needs to be provided by a generic data cleaning platform for the task of .. As motivated in Chapter 1, the goal of deduplication is to combine records that represent the same real-world entity.opalescence 发表于 2025-3-22 21:27:16
Climate Change, Agriculture and Societyso have become the defacto standard for supporting data analysis tasks generating reports indicating the health of the business operations. These reports are often critical to track performance as well as to make informed decisions on several issues confronting a business. The reporting functionalit清唱剧 发表于 2025-3-23 02:57:05
Climate Change, Agriculture and Society and deployment of effective solutions for data cleaning. These approaches differ primarily in the flexibility and the effort required from the developer implementing the data cleaning solution. The more flexible approaches often require the developer to implement significant parts of the solution,享乐主义者 发表于 2025-3-23 09:17:42
https://doi.org/10.1007/978-3-319-40590-2es. However, one of the crucial predicates often is to measure closeness in terms of textual context between records. This similarity is often quantified by a textual similarity function which compares the content of the two records. There are a variety of common similarity functions as discussed in