Benchmarking Domain-specific Expert Search Using Workshop Programme Committees

Georgeta Bordea, Toine Bogers, Paul Buitelaar

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

4 Citationer (Scopus)
286 Downloads (Pure)

Abstrakt

Traditionally, relevance assessments for expert search have been gathered through self-assessment or based on the opinions of co-workers. We introduce three benchmark datasets 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.
OriginalsprogEngelsk
TitelCompSci '13: Proceedings of the 2013 workshop on Computational scientometrics: Theory & Applications
ForlagAssociation for Computing Machinery
Publikationsdato28 okt. 2013
Sider19-24
ISBN (Trykt)978-1-4503-2414-4
DOI
StatusUdgivet - 28 okt. 2013
Udgivet eksterntJa
Begivenhed22nd ACM International Conference on Information and Knowledge Management - San Francisco, CA, USA
Varighed: 27 okt. 20131 nov. 2013
Konferencens nummer: 22
http://www.cikm2013.org/

Konference

Konference22nd ACM International Conference on Information and Knowledge Management
Nummer22
LandUSA
BySan Francisco, CA
Periode27/10/201301/11/2013
Internetadresse

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