An approach to quantify integration quality using feedback on mapping results

PurposeThe pay-as-you-go approach to data integration aims to reduce the time and effort required by proposing a bootstrap phase in which algorithms, rather than experts, identify semantic correspondences and generate the mappings. This highly automated bootstrap phase is likely to be of low quality...

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Veröffentlicht in:	International journal of Web information systems 2019-04, Vol.15 (1), p.47-70
Hauptverfasser:	Serrano, Fernando R.S., Fernandes, Alvaro A.A., Christodoulou, Klitos
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Assimilation Automation Big Data Conditional probability Continuous improvement Data integration Feedback Mapping Quality Trustworthiness Uncertainty User feedback Workers
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