Multi-level computational methods for interdisciplinary research in the HathiTrust Digital Library

We show how faceted search using a combination of traditional classification systems and mixed-membership topic models can go beyond keyword search to inform resource discovery, hypothesis formulation, and argument extraction for interdisciplinary research. Our test domain is the history and philoso...

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Vydáno v:PLoS One
Hlavní autoři: Murdock, Jaimie, Allen, Colin, Börner, Katy, Light, Robert, McAlister, Simon, Ravenscroft, Andrew, Rose, Robert, Rose, Doori, Otsuka, Jun, Bourget, David, Lawrence, John, Reed, Chris
Médium: Artigo
Jazyk:Inglês
Vydáno: Public Library of Science 2017
Témata:
Research Article
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5602542/
https://ncbi.nlm.nih.gov/pubmed/28922416
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0184188
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