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...

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Autores principales: Daphne Duin, David King, Peter van den Besselaar
Formato: article
Lenguaje:EN
Publicado: Public Library of Science (PLoS) 2012
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Acceso en línea:https://doaj.org/article/8bbbb1bfc22c4faa80e2c5c860ebfc09
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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
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