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dc.contributor.authorRigaux, Philippe
dc.date.accessioned2010-11-16T09:18:14Z
dc.date.available2010-11-16T09:18:14Z
dc.date.issued2004
dc.identifier.urihttps://basepub.dauphine.fr/handle/123456789/5075
dc.language.isoenen
dc.subjectweb-based systemen
dc.subjectiterative processen
dc.subjectcollecting user preferencesen
dc.subject.ddc005en
dc.titleAn iterative rating method: application to web-based conference managementen
dc.typeCommunication / Conférence
dc.description.abstractenGiven a large set of items and a set of users, we consider the problem of collecting user preferences – or ratings – on items. The paper describes a simple method which provides an approximate solution to the problemwithout requiring each user to rate each item. The method relies on an iterative process. Each step, or ballot, requires each user to rate a sample of the items. A collaborative filtering algorithm is then performed to predict the missing ratings as well as their level of confidence (which is initially 0). Perfoming a new ballot allows to improve the accuracy of predictions. The administrator of the system is responsible for stopping the iteration when a satisfactory level is reached. We apply this method to the assignment of reviewers to papers prior to the review phase of conference management, and describe its implementation in the MYREVIEW web-based system.en
dc.identifier.citationpages1682-1687en
dc.relation.ispartoftitleProceedings of the 2004 ACM Symposium on Applied Computing (SAC), Nicosia, Cyprus, March 14-17, 2004en
dc.relation.ispartofeditorHaddad, Hisham
dc.relation.ispartofeditorOmicini, Andrea
dc.relation.ispartofeditorWainwright, Roger L.
dc.relation.ispartofeditorLiebrock, Lorie M.
dc.relation.ispartofpublnameACMen
dc.relation.ispartofdate2004
dc.description.sponsorshipprivateouien
dc.subject.ddclabelProgrammation, logiciels, organisation des donnéesen
dc.relation.ispartofisbn1-58113-812-1en
dc.relation.conftitleACM Symposium on Applied Computing (SAC 2004)en
dc.relation.confdate2004-03
dc.relation.confcityNicosieen
dc.relation.confcountryChypreen


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