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Automated Learning of Domain Taxonomies from Text using Background Knowledge

In this paper, we present an automated method for taxonomy learning, focusing on concept formation and hierarchical relation learning. To infer such relations, we partition the extracted concepts and group them into closely-related clusters using Hierarchical Agglomerative Clustering, informed by sy...

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Bibliographic Details
Published in:J Biomed Inform
Main Authors: Hoxha, Julia, Jiang, Guoqian, Weng, Chunhua
Format: Artigo
Language:Inglês
Published: 2016
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC5077645/
https://ncbi.nlm.nih.gov/pubmed/27597572
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jbi.2016.09.002
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