Topics

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

· Quality-aware query languages and query processing techniques

· Quality-aware integration and information source fusion

· Metrics for information quality, human-centred information quality metrics

· 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

· Cleaning of web pages, web links, duplicates on the web

· Error Correction

· Intelligent Data Preparation

· Models and frameworks for 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.

· Data type-dependent Information Quality: Web, documents, multimedia, XML data

· Economic aspects of information quality

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