Fusing Data with Correlations

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Provided by: Association for Computing Machinery
Topic: Big Data
Format: PDF
Many applications rely on Web data and extraction systems to accomplish knowledge-driven tasks. Web information is not curated, so many sources provide inaccurate, or conflicting information. Moreover, extraction systems introduce additional noise to the data. The authors wish to automatically distinguish correct data and erroneous data for creating a cleaner set of integrated data. Previous work has shown that a na
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