publication . Doctoral thesis . Other literature type . 2018

Semi-Automatic schema matching: challenges and a composable match based solution

Bottelier, Jordy;
Open Access
  • Published: 15 Sep 2018
Abstract
During data integration it often occurs that two databases with different schemas have to be integrated. This process is called schema matching. Automating part of or the entire processes of schema matching can essentially accelerate the data integration procedure of human experts and thus reduce the overall time cost. A semi-automated solution could be that a system predicts the mapping based on the schema contents, a human expert could then evaluate the predicted mapping.<br> <br> This thesis discusses a highly configurable framework that utilizes hierarchical classification in order to match schemas. The experiments performed within this thesis show that the ...
Subjects
free text keywords: Schema matching; hierarchical classification; machine learning; software engineering; framework
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ZENODO
Doctoral thesis . 2018
Provider: ZENODO
Zenodo
Other literature type . 2018
Provider: Datacite
Zenodo
Other literature type . 2018
Provider: Datacite
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publication . Doctoral thesis . Other literature type . 2018

Semi-Automatic schema matching: challenges and a composable match based solution

Bottelier, Jordy;