Rank Aggregation for Automatic Schema Matching
IEEE Transactions on Knowledge and Data Engineering
OTM '08 Proceedings of the OTM 2008 Confederated International Conferences, CoopIS, DOA, GADA, IS, and ODBASE 2008. Part I on On the Move to Meaningful Internet Systems:
The Harmony Integration Workbench
Journal on Data Semantics XI
Advances in Web Semantics I
A methodology for integrating heterogeneous databases using a global schema
CIIT '07 The Sixth IASTED International Conference on Communications, Internet, and Information Technology
HAMSTER: using search clicklogs for schema and taxonomy matching
Proceedings of the VLDB Endowment
OpenII: an open source information integration toolkit
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
Exploring schema similarity at multiple resolutions
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
Tuning the ensemble selection process of schema matchers
Information Systems
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A key aspect of any data integration endeavor is establishing a transformation that translates instances of one or more source schemata into instances of a target schema. This schema integration task must be tackled regardless of the integration architecture or mapping formalism. In this paper we provide a task model for schema integration. We use this breakdown to motivate a workbench for schema integration in which multiple tools share a common knowledge repository. In particular, the workbench facilitates the interoperation of research prototypes for schema matching (which automatically identify likely semantic correspondences) with commercial schema mapping tools (which help produce instance-level transformations). Currently, each of these tools provides its own ad hoc representation of schemata and mappings; combining these tools requires aligning these representations. The workbench provides a common representation so that these tools can more rapidly be combined.