Schema mapping discovery from example data using ILP

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URL:	https://ub-madoc.bib.uni-mannheim.de/46301
URN:	urn:nbn:de:bsz:180-madoc-463016
Document Type:	Conference presentation
Year of publication:	2018
Conference title:	28th International Conference on Inductive Logic Programming - ILP2018
Location of the conference venue:	Ferrara, Italy
Date of the conference:	02.-04.09.2018
Related URLs:	http://ilp2018.unife.it/accepted-work-in...
Publication language:	English
Institution:	School of Business Informatics and Mathematics > Practical Computer Science II: Artificial Intelligence (Stuckenschmidt 2009-)
License:	Creative Commons Attribution 4.0 International (CC BY 4.0)
Subject:	004 Computer science, internet
Keywords (English):	Data Exchange , ILP
Abstract:	We frame the task of schema mapping discovery for Data Exchange as an ILP problem to discuss resulting challenges and advantages. The challenges stem from the necessity of learning complex mappings in practice as we illustrate with simple examples.