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Identifying Relevant Sources for Data Linking using a Semantic Web Index

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Andriy Nikolov
Andriy Nikolov
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Identifying Relevant Sources for Data Linking using a Semantic Web Index Andriy Nikolov Mathieu d’Aquin Knowledge Media Institute The Open University, UK
How to link a new dataset? ,[object Object],[object Object],[object Object],[object Object],TV programs movies pieces of music LinkedMDB DBPedia Freebase MusicBrainz ? actors composers bestbuy
Selection criteria ,[object Object],[object Object],[object Object],data.open.ac.uk Publication data DBPedia DBLP rae:RKBExplorer
Available information ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Approach ,[object Object],[object Object]
Approach ,[object Object],[object Object]
Approach ,[object Object],[object Object]
Approach ,[object Object],[object Object]
Issues: imprecise results ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Filtering results ,[object Object],[object Object]
Filtering results ,[object Object],[object Object]
Preliminary experiments ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Preliminary experiments ,[object Object],[object Object],Before filtering +/- After filtering +/- rae2001 (RKB) + rae2001 (RKB) + dotac (RKB) + DBPedia + DBPedia + dblp.l3s.de + oai (RKB) + Freebase + dblp.l3s.de + DBLP (RKB) + wordnet (RKB) - eprints (RKB) + bibsonomy - eprints (RKB) + Freebase + www.examiner.com -
[object Object],[object Object],[object Object],[object Object],Preliminary experiments
Future work ,[object Object],[object Object],[object Object],[object Object],[object Object]
Questions? ,[object Object]

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