Semantic relatedness and similarity of biomedical terms: examining the effects of recency, size, and section of biomedical publications on the performance of word2vec

Abstract Background Understanding semantic relatedness and similarity between biomedical terms has a great impact on a variety of applications such as biomedical information retrieval, information extraction, and recommender systems. The objective of this study is to examine word2vec’s ability in de...

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Bibliografische Detailangaben

Hauptverfasser:	Yongjun Zhu, Erjia Yan, Fei Wang
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	BMC 2017-07-01
Schriftenreihe:	BMC Medical Informatics and Decision Making
Schlagworte:	Word2vec Biomedical publications PubMed PubMed Central Semantic similarity Semantic relatedness
Online-Zugang:	http://link.springer.com/article/10.1186/s12911-017-0498-1
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