Literature DB >> 33705474

Network analysis: An indispensable tool for curricula design. A real case-study of the degree on mathematics at the URJC in Spain.

Clara Simon de Blas1,2, Daniel Gomez Gonzalez2,3, Regino Criado Herrero4,5,6.   

Abstract

Content addition to courses and its subsequent correct sequencing in a study plan or curricula design context determine the success (and, in some cases, the failure) of such study plan in the acquisition of knowledge by students. In this work, we propose a decision model to guide curricular design committees in the tasks of course selection and sequencing in higher education contexts using a novel methodology based on network analysis. In this work, the local and global properties stemming from complex network analysis tools are studied in detail to facilitate the design of the study plan and to ensure its coherence by detecting the communities within a graph, and the local and global centrality of the courses and their dependencies are analyzed, as well as the overlapping subgroups and the functions and different positions among them. The proposed methodology is applied to the study of a real case at the Universidad Rey Juan Carlos.

Entities:  

Year:  2021        PMID: 33705474      PMCID: PMC7951813          DOI: 10.1371/journal.pone.0248208

Source DB:  PubMed          Journal:  PLoS One        ISSN: 1932-6203            Impact factor:   3.240


  6 in total

Review 1.  Community structure in social and biological networks.

Authors:  M Girvan; M E J Newman
Journal:  Proc Natl Acad Sci U S A       Date:  2002-06-11       Impact factor: 11.205

2.  Finding and evaluating community structure in networks.

Authors:  M E J Newman; M Girvan
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2004-02-26

3.  Models of social networks based on social distance attachment.

Authors:  Marián Boguñá; Romualdo Pastor-Satorras; Albert Díaz-Guilera; Alex Arenas
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2004-11-22

4.  Accurately modeling the internet topology.

Authors:  Shi Zhou; Raúl J Mondragón
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2004-12-03

5.  Community detection in complex networks using extremal optimization.

Authors:  Jordi Duch; Alex Arenas
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2005-08-24

6.  Spectral centrality measures in complex networks.

Authors:  Nicola Perra; Santo Fortunato
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2008-09-05
  6 in total

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