Identifying audiences of e-infrastructures--tools for measuring impact.
Research evaluation should take into account the intended scholarly and non-scholarly audiences of the research output. This holds too for research infrastructures, which often aim at serving a large variety of audiences. With research and research infrastructures moving to the web, new possibilitie...
Guardado en:
Autores principales: | , , |
---|---|
Formato: | article |
Lenguaje: | EN |
Publicado: |
Public Library of Science (PLoS)
2012
|
Materias: | |
Acceso en línea: | https://doaj.org/article/8bbbb1bfc22c4faa80e2c5c860ebfc09 |
Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
id |
oai:doaj.org-article:8bbbb1bfc22c4faa80e2c5c860ebfc09 |
---|---|
record_format |
dspace |
spelling |
oai:doaj.org-article:8bbbb1bfc22c4faa80e2c5c860ebfc092021-11-18T08:05:37ZIdentifying audiences of e-infrastructures--tools for measuring impact.1932-620310.1371/journal.pone.0050943https://doaj.org/article/8bbbb1bfc22c4faa80e2c5c860ebfc092012-01-01T00:00:00Zhttps://www.ncbi.nlm.nih.gov/pmc/articles/pmid/23239995/pdf/?tool=EBIhttps://doaj.org/toc/1932-6203Research evaluation should take into account the intended scholarly and non-scholarly audiences of the research output. This holds too for research infrastructures, which often aim at serving a large variety of audiences. With research and research infrastructures moving to the web, new possibilities are emerging for evaluation metrics. This paper proposes a feasible indicator for measuring the scope of audiences who use web-based e-infrastructures, as well as the frequency of use. In order to apply this indicator, a method is needed for classifying visitors to e-infrastructures into relevant user categories. The paper proposes such a method, based on an inductive logic program and a bayesian classifier. The method is tested, showing that the visitors are efficiently classified with 90% accuracy into the selected categories. Consequently, the method can be used to evaluate the use of the e-infrastructure within and outside academia.Daphne DuinDavid KingPeter van den BesselaarPublic Library of Science (PLoS)articleMedicineRScienceQENPLoS ONE, Vol 7, Iss 12, p e50943 (2012) |
institution |
DOAJ |
collection |
DOAJ |
language |
EN |
topic |
Medicine R Science Q |
spellingShingle |
Medicine R Science Q Daphne Duin David King Peter van den Besselaar Identifying audiences of e-infrastructures--tools for measuring impact. |
description |
Research evaluation should take into account the intended scholarly and non-scholarly audiences of the research output. This holds too for research infrastructures, which often aim at serving a large variety of audiences. With research and research infrastructures moving to the web, new possibilities are emerging for evaluation metrics. This paper proposes a feasible indicator for measuring the scope of audiences who use web-based e-infrastructures, as well as the frequency of use. In order to apply this indicator, a method is needed for classifying visitors to e-infrastructures into relevant user categories. The paper proposes such a method, based on an inductive logic program and a bayesian classifier. The method is tested, showing that the visitors are efficiently classified with 90% accuracy into the selected categories. Consequently, the method can be used to evaluate the use of the e-infrastructure within and outside academia. |
format |
article |
author |
Daphne Duin David King Peter van den Besselaar |
author_facet |
Daphne Duin David King Peter van den Besselaar |
author_sort |
Daphne Duin |
title |
Identifying audiences of e-infrastructures--tools for measuring impact. |
title_short |
Identifying audiences of e-infrastructures--tools for measuring impact. |
title_full |
Identifying audiences of e-infrastructures--tools for measuring impact. |
title_fullStr |
Identifying audiences of e-infrastructures--tools for measuring impact. |
title_full_unstemmed |
Identifying audiences of e-infrastructures--tools for measuring impact. |
title_sort |
identifying audiences of e-infrastructures--tools for measuring impact. |
publisher |
Public Library of Science (PLoS) |
publishDate |
2012 |
url |
https://doaj.org/article/8bbbb1bfc22c4faa80e2c5c860ebfc09 |
work_keys_str_mv |
AT daphneduin identifyingaudiencesofeinfrastructurestoolsformeasuringimpact AT davidking identifyingaudiencesofeinfrastructurestoolsformeasuringimpact AT petervandenbesselaar identifyingaudiencesofeinfrastructurestoolsformeasuringimpact |
_version_ |
1718422242270904320 |