Literature DB >> 21311014

Metaknowledge.

James A Evans1, Jacob G Foster.   

Abstract

The growth of electronic publication and informatics archives makes it possible to harvest vast quantities of knowledge about knowledge, or "metaknowledge." We review the expanding scope of metaknowledge research, which uncovers regularities in scientific claims and infers the beliefs, preferences, research tools, and strategies behind those regularities. Metaknowledge research also investigates the effect of knowledge context on content. Teams and collaboration networks, institutional prestige, and new technologies all shape the substance and direction of research. We argue that as metaknowledge grows in breadth and quality, it will enable researchers to reshape science-to identify areas in need of reexamination, reweight former certainties, and point out new paths that cut across revealed assumptions, heuristics, and disciplinary boundaries.

Mesh:

Year:  2011        PMID: 21311014     DOI: 10.1126/science.1201765

Source DB:  PubMed          Journal:  Science        ISSN: 0036-8075            Impact factor:   47.728


  30 in total

1.  Quantitative patterns of stylistic influence in the evolution of literature.

Authors:  James M Hughes; Nicholas J Foti; David C Krakauer; Daniel N Rockmore
Journal:  Proc Natl Acad Sci U S A       Date:  2012-04-30       Impact factor: 11.205

2.  Are proposals by politicians for health care reform based on evidence?

Authors:  Robert G Badgett; Justin G Fernandez
Journal:  J Med Libr Assoc       Date:  2013-07

3.  Predicting research trends with semantic and neural networks with an application in quantum physics.

Authors:  Mario Krenn; Anton Zeilinger
Journal:  Proc Natl Acad Sci U S A       Date:  2020-01-14       Impact factor: 11.205

Review 4.  Science of science.

Authors:  Santo Fortunato; Carl T Bergstrom; Katy Börner; James A Evans; Dirk Helbing; Staša Milojević; Alexander M Petersen; Filippo Radicchi; Roberta Sinatra; Brian Uzzi; Alessandro Vespignani; Ludo Waltman; Dashun Wang; Albert-László Barabási
Journal:  Science       Date:  2018-03-02       Impact factor: 47.728

5.  The growth and impact of Alzheimer disease centers as measured by social network analysis.

Authors:  Michael E Hughes; John Peeler; John B Hogenesch; John Q Trojanowski
Journal:  JAMA Neurol       Date:  2014-04       Impact factor: 18.302

6.  Automated cognome construction and semi-automated hypothesis generation.

Authors:  Jessica B Voytek; Bradley Voytek
Journal:  J Neurosci Methods       Date:  2012-05-11       Impact factor: 2.390

7.  Not by transmission alone: the role of invention in cultural evolution.

Authors:  Susan Perry; Alecia Carter; Marco Smolla; Erol Akçay; Sabine Nöbel; Jacob G Foster; Susan D Healy
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2021-05-17       Impact factor: 6.237

8.  Languages cool as they expand: allometric scaling and the decreasing need for new words.

Authors:  Alexander M Petersen; Joel N Tenenbaum; Shlomo Havlin; H Eugene Stanley; Matjaž Perc
Journal:  Sci Rep       Date:  2012-12-10       Impact factor: 4.379

9.  Derivation of multivariate syndromic outcome metrics for consistent testing across multiple models of cervical spinal cord injury in rats.

Authors:  Adam R Ferguson; Karen-Amanda Irvine; John C Gensel; Jessica L Nielson; Amity Lin; Johnathan Ly; Mark R Segal; Rajiv R Ratan; Jacqueline C Bresnahan; Michael S Beattie
Journal:  PLoS One       Date:  2013-03-27       Impact factor: 3.240

10.  Opportunities for web-based indicators in environmental sciences.

Authors:  Sergio Malcevschi; Agnese Marchini; Dario Savini; Tullio Facchinetti
Journal:  PLoS One       Date:  2012-08-15       Impact factor: 3.240

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