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Online Evaluation

  • Leandro Balby MarinhoEmail author
  • Andreas Hotho
  • Robert Jäschke
  • Alexandros Nanopoulos
  • Steffen Rendle
  • Lars Schmidt-Thieme
  • Gerd Stumme
  • Panagiotis Symeonidis
Chapter
Part of the SpringerBriefs in Electrical and Computer Engineering book series (BRIEFSELECTRIC)

Abstract

The multiplexing tag recommender of BibSonomy allows for comparisons of different tag recommenders in a realistic real-life setting. We show in this chapter, which kind of evaluation the framework allows and how recommenders perform in practice. We begin with an introduction of the evaluation setting (Section 7.1) and then present in Section 7.2 a case study involving two simple recommendation methods. Finally, in Section 7.3, the online recommendation task of the ECML PKDD Discovery Challenge 2009 is presented which was performed and evaluated using the framework.

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References

  1. 1.
    Ricardo A. Baeza-Yates and Berthier Ribeiro-Neto. Modern Information Retrieval. Addison-Wesley Longman Publishing Co., Inc., Boston, MA, USA, 1999.Google Scholar
  2. 2.
    Hao Cao, Maoqiang Xie, Lian Xue, Chunhua Liu, Fei Teng, and Yalou Huang. Social tag prediction base on supervised ranking model. In Folke Eisterlehner, Andreas Hotho, and Robert Jäschke, editors, ECML PKDD Discovery Challenge 2009 (DC09), volume 497 of CEUR-WS.org, pages 35–48, 2009.Google Scholar
  3. 3.
    Folke Eisterlehner, Andreas Hotho, and Robert Jäschke, editors. ECML PKDD Discovery Challenge 2009 (DC09), volume 497 of CEUR-WS.org, September 2009.Google Scholar
  4. 4.
    Beate Krause, Christoph Schmitz, Andreas Hotho, and Gerd Stumme. The anti-social tagger – detecting spam in social bookmarking systems. In AIRWeb ’08: Proceedings of the 4th International Workshop on Adversarial Information Retrieval on the Web, pages 61–68, New York, NY, USA, April 2008. ACM.Google Scholar
  5. 5.
    Marek Lipczak, Yeming Hu, Yael Kollet, and Evangelos Milios. Tag sources for recommendation in collaborative tagging systems. In Folke Eisterlehner, Andreas Hotho, and Robert Jäschke, editors, ECML PKDD Discovery Challenge 2009 (DC09), volume 497 of CEUR-WS.org, pages 157–172, 2009.Google Scholar
  6. 6.
    Xiance Si, Zhiyuan Liu, Peng Li, Qixia Jiang, and Maosong Sun. Contentbased and graph-based tag suggestion. In Folke Eisterlehner, Andreas Hotho, and Robert Jäschke, editors, ECML PKDD Discovery Challenge 2009 (DC09), volume 497 of CEUR-WS.org, pages 243–260, 2009.Google Scholar

Copyright information

© The Author(s) 2012

Authors and Affiliations

  • Leandro Balby Marinho
    • 1
    Email author
  • Andreas Hotho
    • 2
  • Robert Jäschke
    • 3
  • Alexandros Nanopoulos
    • 4
  • Steffen Rendle
    • 5
  • Lars Schmidt-Thieme
    • 4
  • Gerd Stumme
    • 3
  • Panagiotis Symeonidis
    • 6
  1. 1.Federal University of Campina GrandeCampina GrandeBrazil
  2. 2.University of WürzburgWürzburgGermany
  3. 3.University of KasselKasselGermany
  4. 4.University of HildesheimHildesheimGermany
  5. 5.University of KonstanzKonstanzGermany
  6. 6.Aristotle UniversityThessalonikiGreece

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