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EVALUATING RECORD LINKAGE METHODS FOR MANIFOLD IDENTITY DETECTION Olaf HolmlundMaster Thesis, 30 credits Supervisor: Monowar H. Bhutan External supervisor: Daniel Halogen (Skatteverket) Civilingenjorsprogrammet
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Step 1: Identify the record linkage methods to be evaluated
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Step 2: Determine the evaluation criteria based on the specific needs and goals
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Step 3: Collect the necessary data for evaluation
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Step 4: Apply the selected record linkage methods to the data
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Step 5: Analyze the results based on the evaluation criteria
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Step 6: Draw conclusions and make recommendations based on the evaluation findings

Who needs evaluating record linkage methods?

01
Researchers in the field of data integration and data matching
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Businesses looking to improve data quality and accuracy
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Government agencies involved in population or health data analysis
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Any organization dealing with large volumes of data that needs to be linked or matched
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Evaluating record linkage methods involves assessing the effectiveness and accuracy of techniques used to match data from different sources.
Organizations or researchers who use record linkage methods are typically required to file evaluations of their methods.
To fill out evaluating record linkage methods, researchers need to describe the techniques used, the datasets involved, the results obtained, and any limitations or challenges faced during the process.
The purpose of evaluating record linkage methods is to ensure the reliability and validity of matched data, and to assess the overall quality of the linkage process.
Information that must be reported on evaluating record linkage methods includes the methodology used, any data preprocessing steps, the matching algorithms employed, and the results obtained.
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