Efficient Discovery of Authoritative Resources

  • Authors:
  • Ravi Kumar;Kevin Lang;Cameron Marlow;Andrew Tomkins

  • Affiliations:
  • Yahoo! Research, 701 First Ave., Sunnyvale, CA 94089, USA. ravikumar@yahoo-inc.com;Yahoo! Research, 701 First Ave., Sunnyvale, CA 94089, USA. langk@yahoo-inc.com;Yahoo! Research, 701 First Ave., Sunnyvale, CA 94089, USA. cameron@media.mit.edu;Yahoo! Research, 701 First Ave., Sunnyvale, CA 94089, USA. atomkins@yahoo-inc.com

  • Venue:
  • ICDE '08 Proceedings of the 2008 IEEE 24th International Conference on Data Engineering
  • Year:
  • 2008

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Abstract

Given a dynamic corpus whose content and attention are changing on a daily basis, is it possible to collect and maintain the high-quality resources with a minimal investment? We address two problems that arise from this question for hyperlinked corpora such as web pages or blogs: how to efficiently discover the correct set of authoritative resources given a fixed network, and how to track these resources over time as new entrants arrive, old standbys depart, and existing participants change roles.