Looking back at the EUNIS repository data using text mining techniques

dc.contributor.authorCardoso, E.
dc.contributor.authorRibeiro, R.
dc.contributor.editorYiannis Salmatzidis
dc.date.accessioned2023-12-06T09:50:23Z
dc.date.available2023-12-06T09:50:23Z
dc.date.issued2016
dc.date.updated2023-12-06T09:47:25Z
dc.description.abstractTopic modelling algorithms can be applied to a large collection of documents to uncover themes and their relationship, thus adding an automatic semantic layer to the archive of documents. In this work, topic modelling has been applied to the collection of papers published at the EUNIS (European University Information Systems) annual congresses from 1997 until 2015. Drawing on the initial work of (Wilson and Bergström, 2015), this paper extends the historical analysis of the conference proceedings with the application of text mining techniques to analyse the original texts. The performed analyses include the automatic identification of the most relevant topics and their evolution throughout the years for European University Information Systems, and the quantification of the degree of internationalization and cooperation of the EUNIS annual conference.eng
dc.description.versioninfo:eu-repo/semantics/publishedVersion
dc.event.date2016
dc.event.locationThessalonikieng
dc.event.titleEUNIS2016
dc.event.typeConferênciapt
dc.identifier.citationCardoso, E., & Ribeiro, R. (2016). Looking back at the EUNIS repository data using text mining techniques. Em Y. Salmatzidis (Eds.). EUNIS 2016: Crossroads where the past meets the future: EUNIS 22nd Annual Congress, Book of Proceedings. EUNIS. http://hdl.handle.net/10071/29923
dc.identifier.issn2409-1340
dc.identifier.urihttp://hdl.handle.net/10071/29923
dc.language.isoeng
dc.peerreviewedyes
dc.relation.ispartofEUNIS 2016: Crossroads where the past meets the future: EUNIS 22nd Annual Congress, Book of Proceedings
dc.rightsopen access
dc.subjectText miningeng
dc.subjectTopic modellingeng
dc.subjectEUNIS repositoryeng
dc.subject.fosDomínio/Área Científica::Ciências Naturais::Ciências da Computação e da Informaçãopor
dc.subject.fosDomínio/Área Científica::Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informáticapor
dc.titleLooking back at the EUNIS repository data using text mining techniqueseng
dc.typeconferenceObject
dspace.entity.typePublicationen
iscte.identifier.cienciahttps://ciencia.iscte-iul.pt/id/ci-pub-34047
iscte.subject.odsEducação de qualidadepor

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