Topics

Particular topics of interest for the workshop include but are not limited to:

· Information Quality Assessment

· Quality-aware aware Query Languages

· Quality Aware Query Processing

· Quality Metrics for data mining results, measure of interestingness

· Detection of contradictory data, outliers, duplicates, inconsistencies, noise

· Mining for Patterns of non- or poor quality data

· Automatic Record Matching, Object Identification, Record Linkage

· Data Cleaning Techniques : data transformations, data reconciliation, data consolidation

· Information Quality and Trust

· Information Quality Assessment, Methodologies for Information Quality measurement and improvement

· Application-driven Information Quality: Bioinformatics, Marketing, CRM, e-Business, Geomedia, Scientific Application, etc.

· Economic aspects of information quality

· Data Quality Benchmarks

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