Literature DB >> 30533507

Quantifying the diaspora of knowledge in the last century.

Manlio De Domenico1, Elisa Omodei1, Alex Arenas1.   

Abstract

Academic research is driven by several factors causing different disciplines to act as "sources" or "sinks" of knowledge. However, how the flow of authors' research interests - a proxy of human knowledge - evolved across time is still poorly understood. Here, we build a comprehensive map of such flows across one century, revealing fundamental periods in the raise of interest in areas of human knowledge. We identify and quantify the most attractive topics over time, when a relatively significant number of researchers moved from their original area to another one, causing what we call a "diaspora of the knowledge" towards sinks of scientific interest, and we relate these points to crucial historical and political events. Noticeably, only a few areas - like Medicine, Physics or Chemistry - mainly act as sources of the diaspora, whereas areas like Material Science, Chemical Engineering, Neuroscience, Immunology and Microbiology or Environmental Science behave like sinks.

Entities:  

Keywords:  Big data; Complex networks; Diffusion; Human knowledge; Interconnected networks

Year:  2016        PMID: 30533507      PMCID: PMC6245217          DOI: 10.1007/s41109-016-0017-9

Source DB:  PubMed          Journal:  Appl Netw Sci        ISSN: 2364-8228


  9 in total

1.  Mapping knowledge domains.

Authors:  Richard M Shiffrin; Katy Börner
Journal:  Proc Natl Acad Sci U S A       Date:  2004-01-23       Impact factor: 11.205

2.  The simultaneous evolution of author and paper networks.

Authors:  Katy Börner; Jeegar T Maru; Robert L Goldstone
Journal:  Proc Natl Acad Sci U S A       Date:  2004-02-19       Impact factor: 11.205

3.  Interdisciplinary research by the numbers.

Authors:  Richard Van Noorden
Journal:  Nature       Date:  2015-09-17       Impact factor: 49.962

4.  Anatomy of funded research in science.

Authors:  Athen Ma; Raúl J Mondragón; Vito Latora
Journal:  Proc Natl Acad Sci U S A       Date:  2015-10-26       Impact factor: 11.205

5.  Hierarchical edge bundles: visualization of adjacency relations in hierarchical data.

Authors:  Danny Holten
Journal:  IEEE Trans Vis Comput Graph       Date:  2006 Sep-Oct       Impact factor: 4.579

6.  Circos: an information aesthetic for comparative genomics.

Authors:  Martin Krzywinski; Jacqueline Schein; Inanç Birol; Joseph Connors; Randy Gascoyne; Doug Horsman; Steven J Jones; Marco A Marra
Journal:  Genome Res       Date:  2009-06-18       Impact factor: 9.043

7.  Defining and identifying Sleeping Beauties in science.

Authors:  Qing Ke; Emilio Ferrara; Filippo Radicchi; Alessandro Flammini
Journal:  Proc Natl Acad Sci U S A       Date:  2015-05-26       Impact factor: 11.205

8.  Quantifying global international migration flows.

Authors:  Guy J Abel; Nikola Sander
Journal:  Science       Date:  2014-03-28       Impact factor: 47.728

9.  Career on the move: geography, stratification, and scientific impact.

Authors:  Pierre Deville; Dashun Wang; Roberta Sinatra; Chaoming Song; Vincent D Blondel; Albert-László Barabási
Journal:  Sci Rep       Date:  2014-04-24       Impact factor: 4.379

  9 in total
  4 in total

1.  Recognize and Alleviate a Resource Management Conundrum Facing Science Diaspora Networks.

Authors:  Dorothy L Butler; Barbara Del Castello; Steve Elliott; Elana R Goldenkoff; Isabel A Warner; Alessandra C Zimmermann
Journal:  Front Res Metr Anal       Date:  2022-06-28

2.  Increasing trend of scientists to switch between topics.

Authors:  An Zeng; Zhesi Shen; Jianlin Zhou; Ying Fan; Zengru Di; Yougui Wang; H Eugene Stanley; Shlomo Havlin
Journal:  Nat Commun       Date:  2019-07-31       Impact factor: 14.919

3.  Lexicons of Key Terms in Scholarly Texts and Their Disciplinary Differences: From Quantum Semantics Construction to Relative-Entropy-Based Comparisons.

Authors:  Ismo Koponen; Ilona Södervik
Journal:  Entropy (Basel)       Date:  2022-07-31       Impact factor: 2.738

4.  Construction, comparison and evolution of networks in life sciences and other disciplines.

Authors:  Deisy Morselli Gysi; Katja Nowick
Journal:  J R Soc Interface       Date:  2020-05-06       Impact factor: 4.118

  4 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.