YAGO: A Multilingual Knowledge Base from Wikipedia, Wordnet, and Geonames
Authors | Thomas Rebele Fabian M. Suchanek Johannes Hoffart Joanna Asia Biega Erdal Kuzey Gerhard Weikum |
|---|---|
Publication date | 2016 |
ISSN | 03029743 |
ISBN | 978-331946546-3 |
DOI | 10.1007/978-3-319-46547-0_19 |
Links |
YAGO: A Multilingual Knowledge Base from Wikipedia, Wordnet, and Geonames - scientific work about Wikipedia quality published in 2016, written by Thomas Rebele, Fabian M. Suchanek, Johannes Hoffart, Joanna Asia Biega, Erdal Kuzey and Gerhard Weikum.
Overview
YAGO is a large knowledge base that is built automatically from Wikipedia, WordNet and GeoNames. The project combines information from Wikipedias in 10 different languages into a coherent whole, thus giving the knowledge a multilingual dimension. It also attaches spatial and temporal information to many facts, and thus allows the user to query the data over space and time. YAGO focuses on extraction quality and achieves a manually evaluated precision of 95 %. In this paper, authors explain how YAGO is built from its sources, how its quality is evaluated, how a user can access it, and how other projects utilize it.
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Wikipedia Quality
Rebele, Thomas; Suchanek, Fabian M.; Hoffart, Johannes; Biega, Joanna Asia; Kuzey, Erdal; Weikum, Gerhard. (2016). "[[YAGO: A Multilingual Knowledge Base from Wikipedia, Wordnet, and Geonames]]". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Volume 9982 LNCS, 2016, pp. 177-185. ISBN: 978-331946546-3. ISSN: 03029743. DOI: 10.1007/978-3-319-46547-0_19.
English Wikipedia
{{cite journal |last1=Rebele |first1=Thomas |last2=Suchanek |first2=Fabian M. |last3=Hoffart |first3=Johannes |last4=Biega |first4=Joanna Asia |last5=Kuzey |first5=Erdal |last6=Weikum |first6=Gerhard |title=YAGO: A Multilingual Knowledge Base from Wikipedia, Wordnet, and Geonames |date=2016 |isbn=978-331946546-3 |issn=03029743 |doi=10.1007/978-3-319-46547-0_19 |url=https://wikipediaquality.com/wiki/YAGO:_A_Multilingual_Knowledge_Base_from_Wikipedia,_Wordnet,_and_Geonames |journal=Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Volume 9982 LNCS, 2016, pp. 177-185}}
HTML
Rebele, Thomas; Suchanek, Fabian M.; Hoffart, Johannes; Biega, Joanna Asia; Kuzey, Erdal; Weikum, Gerhard. (2016). "<a href="https://wikipediaquality.com/wiki/YAGO:_A_Multilingual_Knowledge_Base_from_Wikipedia,_Wordnet,_and_Geonames">YAGO: A Multilingual Knowledge Base from Wikipedia, Wordnet, and Geonames</a>". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Volume 9982 LNCS, 2016, pp. 177-185. ISBN: 978-331946546-3. ISSN: 03029743. DOI: 10.1007/978-3-319-46547-0_19.
