Novel Tools To Streamline the Conference Review Process: Experiences from SIGKDD'09Peter Flach, Sebastian Spiegler, Bruno Golenia, Simon Price, John Guiver, Ralf Herbrich, Thore Graepel, Mohammed J. Zaki, Novel Tools To Streamline the Conference Review Process: Experiences from SIGKDD'09. SIGKDD Explorations, 11(2). ISSN 19310145, pp. 62–67. December 2009. PDF, 307 Kbytes.
The SIGKDD'09 Research Track received 537 paper submissions, which were reviewed by a Program Committee of 199 members, and a Senior Program Committee of 22 members. We used techniques from artificial intelligence and data mining to streamline and support this complicated process at three crucial stages: bidding by PC members on papers, assigning papers to reviewers, and calibrating scores obtained from the reviews. In this paper we report on the approaches taken, evaluate how well they worked, and describe some further work done after the conference.
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