SMART: A tool for analyzing and reconciling schema matching networks

Schema matching supports data integration by establishing correspondences between the attributes of independently designed database schemas. In recent years, various tools for automatic pair-wise matching of schemas have been developed. Since the matching process is inherently uncertain, the correspondences generated by such tools are often validated by a human expert. In this work, we go beyond the state-of-the-art of matching pairs of schemas and consider scenarios in which attribute correspondences are identified in a network of schemas. Here, correspondences between different schemas are interrelated, so that incomplete and erroneous matching results propagate in the network and the validation of a correspondence by an expert has ripple effects. To analyse and reconcile such matchings in schema networks, we present the Schema Matching Analyzer and Reconciliation Tool (SMART). It allows for the definition of network-level integrity constraints for the matching and, based thereon, detects and visualizes inconsistencies of the matching. The tool also supports the reconciliation of a matching by guiding an expert in the validation process and by offering semi-automatic conflict-resolution techniques.


Presented at:
31st IEEE International Conference on Data Engineering, Seoul, Korea, April 13-17, 2015
Year:
2015
Keywords:
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 Record created 2014-11-26, last modified 2018-09-13

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