Dear all,
Next week, we have the pleasure of having Prof. Oren Kurland give a talk in
the colloquium.
The seminar will be held on Monday, March 4th at 14:00.
Location: C220.
The title, abstract and bio appear below.
Looking forward to seeing you,
Sagie and Liat
*Title:*
Competitive Search
*Abstract:*
The Web is a canonical example of a competitive search setting that
includes document authors with ranking incentives: their goal is to promote
their documents in rankings induced for queries. The incentives affect some
of the corpus dynamics as the authors respond to rankings by applying
strategic document manipulations. This reality has deep consequences that
go well beyond the need to fight spam. We first show, using game theoretic
analysis, that the probability ranking principle --- a fundamental
principle underlying most retrieval methods ---- is not optimal in
competitive retrieval settings; specifically, it leads to reduced topical
diversity in the corpus. We then theoretically and empirically analyze the
strategies of authors who strive to promote their documents in rankings. In
addition, we present an approach for ranking-incentivized content
manipulation. We then present novel retrieval methods that address
strategic content manipulations.
This is joint work with Moshe Tennenholtz, Fiana Raiber, Ran Ben Basat,
Gregory Goren, Haya Nachimovsky, Nimrod Raifer and Ziv Vasilisky
*Bio*:
Prof. Oren Kurland is the Stephen and Sharon Seiden Chair at the Technion.
He is a distinguished member of the ACM. Oren's research area is
information retrieval. He was the founding chair of the steering committee
of the ACM SIGIR International Conference on the Theory of Information
Retrieval (ICTIR). He served as a program co-chair, area chair and senior
program committee member for leading information retrieval conferences.