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A survey of approaches to automatic schema matching
TLDR
We present a taxonomy that covers many of these existing approaches, and we describe the approaches in some detail. Expand
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COMA - A System for Flexible Combination of Schema Matching Approaches
TLDR
We have developed the COMA schema matching system as a framework to comprehensively evaluate the effectiveness of different matchers and their combinations for real-world schemas. Expand
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Similarity flooding: a versatile graph matching algorithm and its application to schema matching
TLDR
In this paper we present a matching algorithm based on a fixpoint computation that can be used for matching of diverse data structures. Expand
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Generic Schema Matching with Cupid
TLDR
We propose a new algorithm, Cupid, that discovers mappings between schema elements based on their names, data types, constraints, and schema structure, using a broader set of techniques than past approaches. Expand
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Schema and ontology matching with COMA++
We demonstrate the schema and ontology matching tool COMA++. It extends our previous prototype COMA utilizing a composite approach to combine different match algorithms [3]. COMA++ implementsExpand
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Data Cleaning: Problems and Current Approaches
TLDR
We classify data quality problems that are addressed by data cleaning and provide an overview of the main solution approaches. Expand
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Evaluation of entity resolution approaches on real-world match problems
TLDR
We use a new evaluation framework, FEVER, to comparatively evaluate several previously proposed entity resolution approaches on challenging real-world match tasks. Expand
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Comparison of Schema Matching Evaluations
TLDR
We survey recently published schema matching evaluations and present our observations concerning the current situation of the match systems as well as the challenges that future match implementations and evaluations should address. Expand
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Matching large schemas: Approaches and evaluation
TLDR
We have developed a new generic schema matching tool, COMA++, providing a library of individual matchers and a flexible infrastructure to combine the matcher and refine their results. Expand
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Rondo: a programming platform for generic model management
TLDR
We present a first complete prototype of a generic model management system, in which high-level operators are used to manipulate models and mappings between models. Expand
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