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dc.contributor.authorBordea, Georgeta
dc.contributor.authorBuitelaar, Paul
dc.date.accessioned2014-02-03T11:58:49Z
dc.date.available2014-02-03T11:58:49Z
dc.date.issued2013
dc.identifier.citationBordea, G., Bogers, T., & Buitelaar, P. Benchmarking domain-specific expert search using workshop program committees. Paper presented at the Proceedings of the 2013 workshop on Computational scientometrics: theory & applications.en_US
dc.identifier.isbn978-1-4503-2414-4
dc.identifier.urihttp://dl.acm.org/citation.cfm?id=2508501
dc.identifier.urihttp://hdl.handle.net/10379/4131
dc.descriptionConference paperen_US
dc.description.abstractTraditionally, relevance assessments for expert search have been gathered through self-assessment or based on the opinions of co-workers. We introduce three benchmark datasets1 for expert search that use conference workshops for relevance assessment. Our data sets cover entire research domains as opposed to single  institutions. In addition, they provide a larger number of topic-person associations and allow a more objective and fine-grained evaluation of expertise than existing data sets do. We present and discuss baseline results for a language modelling and a topic-centric approach to expert search. We find that the topic-centric approach achieves the best results on domain-specific datasets.en_US
dc.description.sponsorshipEU Grant No. 258191 (PROMISE project); Science Foundation Ireland Grant No, SFI/12/RC/2289en_US
dc.formatapplication/pdfen_US
dc.language.isoenen_US
dc.publisherACMen_US
dc.relation.ispartofProceedings of the workshop on Computational Scientometrics: Theory and Applications, at the 22nd ACM International Conference on Information and Knowledge Management (CIKM 2013)en
dc.subjectExpert searchen_US
dc.subjectExpert findingen_US
dc.subjectBenchmarken_US
dc.titleBenchmarking Domain-Specific Expert Search Using Workshop Program Committeesen_US
dc.typeConference Paperen_US
dc.date.updated2014-01-14T15:44:15Z
dc.local.publishedsourcehttp://dx.doi.org/10.1145/2508497.2508501en_US
dc.description.peer-reviewedpeer-reviewed
dc.contributor.funder|~|SFI|~|
dc.internal.rssid5724087
dc.local.contactGeorgeta Bordea, Deri, Ida Business Park, Nui Galway. Email: gbordea@nuigalway.ie
dc.local.copyrightcheckedYes
dc.local.versionACCEPTED
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