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dc.contributor.authorBolikowski, Łukasz
dc.contributor.authorDendek, Piotr Jan
dc.description.abstractIn this paper we propose a flexible, modular framework for author name disambiguation. Our solution consists of the core which orchestrates the disambiguation process, and replaceable modules performing concrete tasks. The approach is suitable for distributed computing, in particular it maps well to the MapReduce framework. We describe each component in detail and discuss possible alternatives. Finally, we propose procedures for calibration and evaluation of the described system.en
dc.description.sponsorshipCompetitiveness and Innovation Programme (Information and Communications Technologies Policy Support Programme, “Open access to scientific information”, Grant Agreement no. 250,503)en
dc.rightsCreative Commons Uznanie autorstwa 3.0 Polskapl_PL
dc.subjectname disambiguationen
dc.subjectproblem decompositionen
dc.subjectscoring functionsen
dc.subjectsingle-linkage clusteringen
dc.subjectMapReduce frameworken
dc.subjectmachine learningen
dc.titleTowards a flexible author name disambiguation frameworken
dc.contributor.organizationICM, Uniwersytet Warszawskipl_PL
dc.contributor.organizationFaculty of Electronics and Information Technology, Warsaw University of Technology, ul. Nowowiejska 15/19, 00-665 Warsaw, Polandpl_PL
dc.description.epersonŁukasz Bolikowski

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Creative Commons Uznanie autorstwa 3.0 Polska
Except where otherwise noted, this item's license is described as Creative Commons Uznanie autorstwa 3.0 Polska