News Recommenders: Real-Time, Real-Life Experiences

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dc.contributor.author Doychev, Doychin
dc.contributor.author Rafter, Rachael
dc.contributor.author Lawlor, Aonghus
dc.contributor.author Smyth, Barry
dc.date.accessioned 2017-04-20T16:05:13Z
dc.date.available 2017-04-20T16:05:13Z
dc.date.copyright 2015 Springer en
dc.date.issued 2015-06-03
dc.identifier.uri http://hdl.handle.net/10197/8442
dc.description UMAP 2015: 23rd International Conference on User Modeling, Adaptation, and Personalization, Dublin, Ireland, 29 June - 03 July 2017 en
dc.description.abstract In this paper we share our experiences of working with a real-time news recommendation framework with real-world user and news data. We discuss the challenges faced while working in such a noisy but uniquely real-world context. Specifically, we focus on an initial evaluation of a 12 different news recommendation algorithms across 7 different German news sites, including general news, sports, business, and technology related news sites. We compare the performance of these algorithms, paying particular attention to their relative click-through rates and how this can vary with time of day and news domain. en
dc.description.sponsorship Science Foundation Ireland en
dc.language.iso en en
dc.publisher Springer en
dc.relation.ispartof Ricci, F., Bontcheva, K., Conlan, O. and Lawless, S. (eds.). Proceedings of UMAP 2015: 23rd International Conference on User Modeling, Adaptation, and Personalization en
dc.rights The final publication is available at Springer via http://dx.doi.org/10.1007/978-3-319-20267-9_28 . en
dc.subject Recommender systems en
dc.subject New recommender systems en
dc.subject Real-time recommendation frameworks en
dc.subject Adapting/contextualizing recommendations en
dc.title News Recommenders: Real-Time, Real-Life Experiences en
dc.type Conference Publication en
dc.status Peer reviewed en
dc.identifier.startpage 337 en
dc.identifier.endpage 342 en
dc.identifier.doi 10.1007/978-3-319-20267-9_28
dc.neeo.contributor Doychev|Doychin|aut|
dc.neeo.contributor Rafter|Rachael|aut|
dc.neeo.contributor Lawlor|Aonghus|aut|
dc.neeo.contributor Smyth|Barry|aut|
dc.date.updated 2016-01-19T15:51:32Z


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