Knowledge evolution in physics research: An analysis of bibliographic coupling networks

Even as we advance the frontiers of physics knowledge, our understanding of how this knowledge evolves remains at the descriptive levels of Popper and Kuhn. Using the American Physical Society (APS) publications data sets, we ask in this paper how new knowledge is built upon old knowledge. We do so...

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Main Authors: Liu, Wenyuan, Nanetti, Andrea, Cheong, Siew Ann
Other Authors: Xia, Feng
Format: Article
Language:English
Published: 2018
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Online Access:https://hdl.handle.net/10356/88036
http://hdl.handle.net/10220/44528
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Institution: Nanyang Technological University
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spelling sg-ntu-dr.10356-880362020-02-26T14:40:56Z Knowledge evolution in physics research: An analysis of bibliographic coupling networks Liu, Wenyuan Nanetti, Andrea Cheong, Siew Ann Xia, Feng School of Physical and Mathematical Sciences School of Art, Design and Media Complexity Institute Complexity Institute Physics Publication Even as we advance the frontiers of physics knowledge, our understanding of how this knowledge evolves remains at the descriptive levels of Popper and Kuhn. Using the American Physical Society (APS) publications data sets, we ask in this paper how new knowledge is built upon old knowledge. We do so by constructing year-to-year bibliographic coupling networks, and identify in them validated communities that represent different research fields. We then visualize their evolutionary relationships in the form of alluvial diagrams, and show how they remain intact through APS journal splits. Quantitatively, we see that most fields undergo weak Popperian mixing, and it is rare for a field to remain isolated/undergo strong mixing. The sizes of fields obey a simple linear growth with recombination. We can also reliably predict the merging between two fields, but not for the considerably more complex splitting. Finally, we report a case study of two fields that underwent repeated merging and splitting around 1995, and how these Kuhnian events are correlated with breakthroughs on Bose-Einstein condensation (BEC), quantum teleportation, and slow light. This impact showed up quantitatively in the citations of the BEC field as a larger proportion of references from during and shortly after these events. Published version 2018-03-07T07:23:30Z 2019-12-06T16:54:37Z 2018-03-07T07:23:30Z 2019-12-06T16:54:37Z 2017 Journal Article Liu, W., Nanetti, A., & Cheong, S. A. (2017). Knowledge evolution in physics research: An analysis of bibliographic coupling networks. PLOS ONE, 12(9), e0184821-. https://hdl.handle.net/10356/88036 http://hdl.handle.net/10220/44528 10.1371/journal.pone.0184821 en PLOS ONE © 2017 Liu et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. 19 p. application/pdf
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic Physics
Publication
spellingShingle Physics
Publication
Liu, Wenyuan
Nanetti, Andrea
Cheong, Siew Ann
Knowledge evolution in physics research: An analysis of bibliographic coupling networks
description Even as we advance the frontiers of physics knowledge, our understanding of how this knowledge evolves remains at the descriptive levels of Popper and Kuhn. Using the American Physical Society (APS) publications data sets, we ask in this paper how new knowledge is built upon old knowledge. We do so by constructing year-to-year bibliographic coupling networks, and identify in them validated communities that represent different research fields. We then visualize their evolutionary relationships in the form of alluvial diagrams, and show how they remain intact through APS journal splits. Quantitatively, we see that most fields undergo weak Popperian mixing, and it is rare for a field to remain isolated/undergo strong mixing. The sizes of fields obey a simple linear growth with recombination. We can also reliably predict the merging between two fields, but not for the considerably more complex splitting. Finally, we report a case study of two fields that underwent repeated merging and splitting around 1995, and how these Kuhnian events are correlated with breakthroughs on Bose-Einstein condensation (BEC), quantum teleportation, and slow light. This impact showed up quantitatively in the citations of the BEC field as a larger proportion of references from during and shortly after these events.
author2 Xia, Feng
author_facet Xia, Feng
Liu, Wenyuan
Nanetti, Andrea
Cheong, Siew Ann
format Article
author Liu, Wenyuan
Nanetti, Andrea
Cheong, Siew Ann
author_sort Liu, Wenyuan
title Knowledge evolution in physics research: An analysis of bibliographic coupling networks
title_short Knowledge evolution in physics research: An analysis of bibliographic coupling networks
title_full Knowledge evolution in physics research: An analysis of bibliographic coupling networks
title_fullStr Knowledge evolution in physics research: An analysis of bibliographic coupling networks
title_full_unstemmed Knowledge evolution in physics research: An analysis of bibliographic coupling networks
title_sort knowledge evolution in physics research: an analysis of bibliographic coupling networks
publishDate 2018
url https://hdl.handle.net/10356/88036
http://hdl.handle.net/10220/44528
_version_ 1681045287700791296