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On developing extraction rules for mining informal scientific references from Altmetric data sources

dc.contributor.authorKhawaja, Waqas
dc.contributor.authorTaylor, Michael
dc.contributor.authorDavis, Brian
dc.date.accessioned2017-06-27T13:17:04Z
dc.date.available2017-06-27T13:17:04Z
dc.date.issued2015-06-04
dc.identifier.citationKhawaja, Waqas, Taylor, Michael, & Davis, Brian. (2015). On Developing Extraction Rules for Mining Informal Scientific References from Altmetric Data Sources. In Chris Biemann, Siegfried Handschuh, André Freitas, Farid Meziane & Elisabeth Métais (Eds.), Natural Language Processing and Information Systems: 20th International Conference on Applications of Natural Language to Information Systems, NLDB 2015, Passau, Germany, June 17-19, 2015, Proceedings (pp. 443-447). Cham: Springer International Publishing.en_IE
dc.identifier.issn0302-9743
dc.identifier.urihttp://hdl.handle.net/10379/6602
dc.description.abstractAltmetrics measure scientific impact outside of traditional scientific literature. We identify mentions of scientific research or entities like researchers, academic or research organizations in a corpus containing blogs, articles, news items etc. We first manually analyse the corpus for patterns of such informal mentions and then apply text mining techniques by developing extraction rules for mining informal mentions. We apply them to our development corpus and present our results. This work takes us closer to developing concrete altmetrics for determining research impact on news and public discourse ultimately leading to measuring impact of scientific research on government policies.en_IE
dc.description.sponsorshipThis publication has emanated from research conducted with the financial support of Science Foundation Ireland (SFI) under Grant Number SFI/12/RC/2289 and by targeted project funding from Elsevier.en_IE
dc.formatapplication/pdfen_IE
dc.language.isoenen_IE
dc.publisherSpringer Verlagen_IE
dc.relation.ispartofNATURAL LANGUAGE PROCESSING AND INFORMATION SYSTEMS, NLDB 2015en
dc.rightsAttribution-NonCommercial-NoDerivs 3.0 Ireland
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/3.0/ie/
dc.subjectText miningen_IE
dc.subjectAltmetricsen_IE
dc.subjectInformal scientific referencesen_IE
dc.titleOn developing extraction rules for mining informal scientific references from Altmetric data sourcesen_IE
dc.typeConference Paperen_IE
dc.date.updated2017-06-14T02:44:38Z
dc.identifier.doi10.1007/978-3-319-19581-0_44
dc.local.publishedsourcehttp://dx.doi.org/10.1007/978-3-319-19581-0_44en_IE
dc.description.peer-reviewedpeer-reviewed
dc.contributor.funder|~|
dc.internal.rssid12745585
dc.local.contactWaqas Khawaja, Insight Centre For Data Anlytics, Ida Business Park, Lower Dangan, Nuig. Email: waqas.khawaja@nuigalway.ie
dc.local.copyrightcheckedNo
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Except where otherwise noted, this item's license is described as Attribution-NonCommercial-NoDerivs 3.0 Ireland