Publikation:

Extracting Taxonomies from Bipartite Graphs

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Koetter_0-310981.pdf
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Datum

2015

Autor:innen

Günnemann, Stephan
Faloutsos, Christos

Herausgeber:innen

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URI (zitierfähiger Link)
http://nbn-resolving.de/urn:nbn:de:bsz:352-0-310981
DOI (zitierfähiger Link)
https://doi.org/10.1145/2740908.2742753
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Open Access-Veröffentlichung
Open Access Green

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Published

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GANGEMI, Aldo, ed. and others. WWW '15 Companion: Proceedings of the 24th International Conference on World Wide Web. New York: ACM, 2015, pp. 51-52. ISBN 978-1-4503-3473-0. Available under: doi: 10.1145/2740908.2742753

Zusammenfassung

Given a large bipartite graph that represents objects and their properties, how can we automatically extract semantic information that provides an overview of the data and -- at the same time -- enables us to drill down to specific parts for an in-depth analysis? In this work in-progress paper, we propose extracting a taxonomy that models the relation between the properties via an is-a hierarchy. The extracted taxonomy arranges the properties from general to specific providing different levels of abstraction.

Zusammenfassung in einer weiteren Sprache

Fachgebiet (DDC)
004 Informatik

Schlagwörter

Konferenz

24th International World Wide Web Conference, 18. Mai 2015 - 22. Mai 2015, Florenz
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ISO 690KÖTTER, Tobias, Stephan GÜNNEMANN, Christos FALOUTSOS, Michael R. BERTHOLD, 2015. Extracting Taxonomies from Bipartite Graphs. 24th International World Wide Web Conference. Florenz, 18. Mai 2015 - 22. Mai 2015. In: GANGEMI, Aldo, ed. and others. WWW '15 Companion: Proceedings of the 24th International Conference on World Wide Web. New York: ACM, 2015, pp. 51-52. ISBN 978-1-4503-3473-0. Available under: doi: 10.1145/2740908.2742753
BibTex
@inproceedings{Kotter2015Extra-32943,
  year={2015},
  doi={10.1145/2740908.2742753},
  title={Extracting Taxonomies from Bipartite Graphs},
  isbn={978-1-4503-3473-0},
  publisher={ACM},
  address={New York},
  booktitle={WWW '15 Companion: Proceedings of the 24th International Conference on World Wide Web},
  pages={51--52},
  editor={Gangemi, Aldo},
  author={Kötter, Tobias and Günnemann, Stephan and Faloutsos, Christos and Berthold, Michael R.}
}
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