Map of science with topic modeling: Comparison of unsupervised learning and human-assigned subject classification.

The delineation of coordinates is fundamental for the cartography of science, and accurate and credible classification of scientific knowledge presents a persistent challenge in this regard. We present a map of Finnish science based on unsupervised-learning classification, and discuss the advantages...

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Bibliographic Details
Published in:Journal of the Association for Information Science & Technology Vol. 67; no. 10; pp. 2464 - 2477
Main Authors: Suominen, Arho, Toivanen, Hannes
Format: research tables/charts Journal Article
Published: Wiley-Blackwell Oct2016
Online Access:View this record in EBSCOhost