Extracting Taxonomies from Bipartite Graphs

Kötter, Tobias; Günnemann, Stephan; Faloutsos, Christos; Berthold, Michael R.

Extracting Taxonomies from Bipartite Graphs

Dateien

Koetter_0-310981.pdfGröße: 177.95 KBDownloads: 310

Datum

2015

Autor:innen

Kötter, Tobias

Günnemann, Stephan

Faloutsos, Christos

Berthold, Michael R.

Open Access-Veröffentlichung

Open Access Green

Sammlungen

Informatik und Informationswissenschaft

Publikationstyp

Beitrag zu einem Konferenzband

Publikationsstatus

Published

Erschienen 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

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.

Fachgebiet (DDC)

004 Informatik

Konferenz

24th International World Wide Web Conference, 18. Mai 2015 - 22. Mai 2015, Florenz

Zitieren

ISO 690

KÖTTER, 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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Universitätsbibliographie

Ja