Measuring novelty in science with word embedding.
Novelty is a core value in science, and a reliable measurement of novelty is crucial. This study proposes a new approach of measuring the novelty of scientific articles based on both citation data and text data. The proposed approach considers an article to be novel if it cites a combination of sema...
Saved in:
Main Authors: | Sotaro Shibayama, Deyun Yin, Kuniko Matsumoto |
---|---|
Format: | article |
Language: | EN |
Published: |
Public Library of Science (PLoS)
2021
|
Subjects: | |
Online Access: | https://doaj.org/article/ea3c2b53cfd14a0190842d043d8f2ef2 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Novelties in Sport Sciences
Published: (2021) -
The detection of novelty relies on dopaminergic signaling: evidence from apomorphine's impact on the novelty N2.
by: Mauricio Rangel-Gomez, et al.
Published: (2013) -
Word diffusion and climate science.
by: R Alexander Bentley, et al.
Published: (2012) -
A deep learning framework combined with word embedding to identify DNA replication origins
by: Feng Wu, et al.
Published: (2021) -
Remote sensing image description based on word embedding and end-to-end deep learning
by: Yuan Wang, et al.
Published: (2021)