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dc.contributor.authorSemenov, Alexander
dc.contributor.authorVeremyev, Alexander
dc.contributor.authorNikolaev, Alexander
dc.contributor.authorPasiliao, Eduardo L.
dc.contributor.authorBoginski, Vladimir
dc.date.accessioned2020-01-14T06:08:39Z
dc.date.available2020-01-14T06:08:39Z
dc.date.issued2020
dc.identifier.citationSemenov, A., Veremyev, A., Nikolaev, A., Pasiliao, E. L., & Boginski, V. (2020). Network-based indices of individual and collective advising impacts in mathematics. <i>Computational Social Networks</i>, <i>7</i>(1). <a href="https://doi.org/10.1186/s40649-019-0075-0" target="_blank">https://doi.org/10.1186/s40649-019-0075-0</a>
dc.identifier.otherCONVID_34031032
dc.identifier.urihttps://jyx.jyu.fi/handle/123456789/67238
dc.description.abstractAdvising and mentoring Ph.D. students is an increasingly important aspect of the academic profession. We define and interpret a family of metrics (collectively referred to as “a-indices”) that can potentially be applied to “ranking academic advisors” using the academic genealogical records of scientists, with the emphasis on taking into account not only the number of students advised by an individual, but also subsequent academic advising records of those students. We also define and calculate the extensions of the proposed indices that account for student co-advising (referred to as “adjusted a-indices”). In addition, we extend some of the proposed metrics to ranking universities and countries with respect to their “collective” advising impacts, as well as track the evolution of these metrics over the past several decades. To illustrate the proposed metrics, we consider the social network of over 200,000 mathematicians (as of July 2018) constructed using the Mathematics Genealogy Project data.en
dc.format.mimetypeapplication/pdf
dc.languageeng
dc.language.isoeng
dc.publisherSpringerOpen
dc.relation.ispartofseriesComputational Social Networks
dc.rightsCC BY 4.0
dc.subject.othersocial networks
dc.subject.otherbig data
dc.subject.otherscientific advising impact
dc.subject.othera-Indices
dc.subject.othermathematics genealogy project
dc.titleNetwork-based indices of individual and collective advising impacts in mathematics
dc.typearticle
dc.identifier.urnURN:NBN:fi:jyu-202001141184
dc.contributor.laitosInformaatioteknologian tiedekuntafi
dc.contributor.laitosFaculty of Information Technologyen
dc.contributor.oppiaineTietojärjestelmätiedefi
dc.contributor.oppiaineInformation Systems Scienceen
dc.type.urihttp://purl.org/eprint/type/JournalArticle
dc.type.coarhttp://purl.org/coar/resource_type/c_2df8fbb1
dc.description.reviewstatuspeerReviewed
dc.relation.issn2197-4314
dc.relation.numberinseries1
dc.relation.volume7
dc.type.versionpublishedVersion
dc.rights.copyright© The authors, 2020
dc.rights.accesslevelopenAccessfi
dc.relation.grantnumberFA9550-17-1-0030
dc.subject.ysososiaaliset verkostot
dc.subject.ysoindeksit
dc.subject.ysobig data
dc.format.contentfulltext
jyx.subject.urihttp://www.yso.fi/onto/yso/p408
jyx.subject.urihttp://www.yso.fi/onto/yso/p9915
jyx.subject.urihttp://www.yso.fi/onto/yso/p27202
dc.rights.urlhttps://creativecommons.org/licenses/by/4.0/
dc.relation.doi10.1186/s40649-019-0075-0
dc.relation.funderAir Force Office of Scientific Researchen
dc.relation.funderAir Force Office of Scientific Researchfi
jyx.fundingprogramOthersen
jyx.fundingprogramMuutfi
jyx.fundinginformationThe work of V. Boginski and A. Veremyev was supported in part by the U.S. Air Force Research Laboratory (AFRL) Award FA8651-16-2-0009. The work of A. Semenov was funded in part by the AFRL European Office of Aerospace Research and Development (Grant FA9550-17-1-0030).
dc.type.okmA1


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