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AJAX: An Extensible Data Cleaning Tool
Citeseer cleaning program
Declaration of external functions
Algorithms and input data flows
Data transformations
Logging in AJAX
Graph of transformations
Browse DirtyData
Show transformation code
Executing transformation
Finishing the transformation execution
Data flow resulting from the mapping execution
Extraction of pages, volume, number, url and year
Execution throwing exceptions
Explaining exceptions
Inspecting the exceptional tuple
Updating an exceptional tuple
Re-executing the transformation
Normalization code
Summary of normalization execution
Extraction of authors, title and event name
Extraction execution
Extracted author names
Matching author names
Executing the matching transformation
Matches
Clustering and merging
Explaining merging exceptions
Correcting exceptional situation in merging
Updating result of merging
Alternative ways of execution
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Author: Helena Galhardas
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