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dc.contributor.authorKirrane, Sabrina
dc.contributor.authorSabou, Marta
dc.contributor.authorFernandez, Javier D.
dc.contributor.authorOsborne, Francesco
dc.contributor.authorRobin, Cécile
dc.contributor.authorBuitelaar, Paul
dc.contributor.authorMotta, Enrico
dc.contributor.authorPolleres, Axel
dc.date.accessioned2019-10-02T15:14:50Z
dc.date.available2019-10-02T15:14:50Z
dc.date.issued2019-06-20
dc.identifier.citationKirrane, Sabrina, Sabou, Marta, Fernandez, Javier D., Osborne, Francesco, Robin, Cécile, Buitelaar, Paul, Motta, Enrico, Polleres, Axel. (2019). A decade of Semantic Web research through the lenses of a mixed methods approach. Semantic Web Journal.en_IE
dc.identifier.issn2210-4968
dc.identifier.urihttp://hdl.handle.net/10379/15480
dc.description.abstractThe identification of research topics and trends is an important scientometric activity, as it can help guide the direction of future research. In the Semantic Web area, initially topic and trend detection was primarily performed through qualitative, top-down style approaches, that rely on expert knowledge. More recently, data-driven, bottom-up approaches have been proposed that offer a quantitative analysis of the evolution of a research domain. In this paper, we aim to provide a broader and more complete picture of Semantic Web topics and trends by adopting a mixed methods methodology, which allows for the combined use of both qualitative and quantitative approaches. Concretely, we build on a qualitative analysis of the main seminal papers, which adopt a top-down approach, and on quantitative results derived with three bottom-up data-driven approaches (Rexplore, Saffron, PoolParty), on a corpus of Semantic Web papers published between 2006 and 2015. In this process, we both use the latter for “fact-checking” on the former and also to derive key findings in relation to the strengths and weaknesses of top-down and bottom up approaches to research topic identification. Although we provide a detailed study on the past decade of Semantic Web research, the findings and the methodology are relevant not only for our community but beyond the area of the Semantic Web to other research fields as well.en_IE
dc.formatapplication/pdfen_IE
dc.language.isoenen_IE
dc.publisherIOS Pressen_IE
dc.relation.ispartofSemantic Web Journalen
dc.subjectResearch Topicsen_IE
dc.subjectResearch Trendsen_IE
dc.subjectLinked Dataen_IE
dc.subjectSemantic Weben_IE
dc.subjectScientometricsen_IE
dc.titleA decade of Semantic Web research through the lenses of a mixed methods approachen_IE
dc.typeArticleen_IE
dc.date.updated2019-10-01T18:00:39Z
dc.local.publishedsourcehttp://www.semantic-web-journal.net/content/decade-semantic-web-research-through-lenses-mixed-methods-approach-1en_IE
dc.description.peer-reviewedpeer-reviewed
dc.internal.rssid17870162
dc.local.contactCécile Robin, -. - Email: cecile.c.robin@nuigalway.ie
dc.local.copyrightcheckedYes
dc.local.versionACCEPTED
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