Towards a flexible author name disambiguation framework

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Authors
Bolikowski, Ɓukasz
Dendek, Piotr Jan
Date
2011-06-27
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Publisher
Masaryk University Press
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Abstract
In 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.
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Keywords
name disambiguation    problem decomposition    scoring functions    single-linkage clustering    MapReduce framework    machine learning
Citation
Bolikowski, Ɓukasz & Dendek, Piotr. (2011). Towards a Flexible Author Name Disambiguation Framework. DML 2011 - Towards a Digital Mathematics Library, Proceedings. 27-37.
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http://depot.ceon.pl/handle/123456789/73
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ArtykuƂy ICM / ICM Articles