Neural embeddings of scholarly periodicals reveal complex disciplinary organizations

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Science Advances  23 Apr 2021:
Vol. 7, no. 17, eabb9004
DOI: 10.1126/sciadv.abb9004

Article Information

vol. 7 no. 17

Online ISSN: 
  • Received for publication March 25, 2020
  • Accepted for publication February 26, 2021
  • .

Author Information

  1. Hao Peng1,
  2. Qing Ke2,
  3. Ceren Budak1,
  4. Daniel M. Romero1,3,4 and
  5. Yong-Yeol Ahn5,6,*,
  1. 1School of Information, University of Michigan, Ann Arbor, MI 48109, USA.
  2. 2Center for Complex Network Research, Northeastern University, Boston, MA 02115, USA.
  3. 3Center for the Study of Complex Systems, University of Michigan, Ann Arbor, Mi 48109, USA.
  4. 4Department of Electrical Engineering and Computer Science, University of Michigan, Ann Arbor, NI 48109, USA.
  5. 5Center for Complex Networks and Systems, Luddy School of Informatics, Computing, Bloomington, IN 47408, USA.
  6. 6Indiana University Network Science Institute, Bloomigton, In 47408, USA.
  1. *Corresponding author. Email: yyahn{at}
  • Present address: Connection Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.


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