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1
CLEF 2017 NewsREEL Overview: A Stream-based Recommender Task for Evaluation and Education
Abstract: News recommender systems provide users with access to news stories that they find interesting and relevant. As other online, stream-based recommender systems, they face particular challenges, including limited information on users’ preferences and also rapidly fluctuating item collections. In addition, technical aspects, such as response time and scalability, must be considered. Both algorithmic and technical considerations shape working requirements for real-world recommender systems in businesses. NewsREEL represents a unique opportunity to evaluate recommendation algorithms and for students to experience realistic conditions and to enlarge their skill sets. The NewsREEL Challenge requires participants to conduct data-driven experiments in NewsREEL Replay as well as deploy their best models into NewsREEL Live’s ‘living lab’. This paper presents NewsREEL 2017 and also provides insights into the effectiveness of NewsREEL to support the goals of instructors teaching recommender systems to students. We discuss the experiences of NewsREEL participants as well as those of instructors teaching recommender systems to students, and in this way, we showcase NewsREEL’s ability to support the education of future data scientists.
URL: http://eprints.gla.ac.uk/142655/13/142655.pdf
http://eprints.gla.ac.uk/142655/
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2
CLEF 2017 dynamic search evaluation lab overview
Kanoulas, Evangelos; Azzopardi, Leif. - : Springer-Verlag, 2017
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3
Report on CLEF 2017: Experimental IR Meets Multilinguality, Multimodality, and Interaction
Cappellato, Linda; Ferro, Nicola; Goeuriot, Lorraine. - : ACM New York, NY, USA, 2017
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4
Porting a summarizer to the French language
In: Bois, Remi, Leveling, Johannes orcid:0000-0003-0603-4191 , Goeuriot, Lorraine orcid:0000-0001-7491-1980 , Jones, Gareth J.F. orcid:0000-0002-4033-9135 and Kelly, Liadh orcid:0000-0003-1131-5238 (2014) Porting a summarizer to the French language. In: Traitement Automatique du Langage Naturel (TALN), 1-4 Jul 2014, Marseille, France. (2014)
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5
ShARe/CLEF eHealth evaluation lab 2014, task 3: user-centred health information retrieval
In: Goeuriot, Lorraine orcid:0000-0001-7491-1980 , Kelly, Liadh orcid:0000-0003-1131-5238 , Li, Wei B. orcid:0000-0001-7347-3501 , Palotti, Joao, Pecina, Pavel, Zuccon, Guido, Hanbury, Allan, Jones, Gareth J.F. orcid:0000-0002-4033-9135 and Mueller, Henning (2014) ShARe/CLEF eHealth evaluation lab 2014, task 3: user-centred health information retrieval. In: Conference and Labs for the Evaluation Forum (CLEF 2014), 15-18 Sept 2014, Sheffield, UK. (2014)
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6
Khresmoi professional: multilingual, multimodal professional medical search
In: Kelly, Liadh orcid:0000-0003-1131-5238 , Dungs, Sebastian, Kriewel, Sascha, Hanbury, Allan, Goeuriot, Lorraine orcid:0000-0001-7491-1980 , Jones, Gareth J.F. orcid:0000-0002-4033-9135 , Langs, Georg and Mueller, Henning (2014) Khresmoi professional: multilingual, multimodal professional medical search. In: 36th European Conference on Information Retrieval (ECIR 2014), 13-16 Apr 2014, Amsterdam, Netherlands. (2014)
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Adaptation of machine translation for multilingual information retrieval in the medical domain
In: Pecina, Pavel, Dušek, Ondřej, Goeuriot, Lorraine orcid:0000-0001-7491-1980 , Hajič, Jan, Hlaváčová, Jaroslava, Jones, Gareth J.F. orcid:0000-0002-4033-9135 , Kelly, Liadh orcid:0000-0003-1131-5238 , Leveling, Johannes orcid:0000-0003-0603-4191 , Mareček, David, Novák, Michal, Popel, Martin, Rosa, Rudolf, Tamchyna, Aleš and Urešová, Zdeňka (2014) Adaptation of machine translation for multilingual information retrieval in the medical domain. Artificial Intelligence in Medicine, 61 (3). pp. 165-185. ISSN 1873-2860 (2014)
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8
ShARe/CLEF eHealth evaluation lab 2014, task 3: user-centred health information retrieval
In: Goeuriot, Lorraine orcid:0000-0001-7491-1980 , Kelly, Liadh orcid:0000-0003-1131-5238 , Li, Wei B. orcid:0000-0001-7347-3501 , Palotti, Joao, Zuccon, Guido, Hanbury, Allan, Jones, Gareth J.F. orcid:0000-0002-4033-9135 and Mueller, Henning (2014) ShARe/CLEF eHealth evaluation lab 2014, task 3: user-centred health information retrieval. CLEF 2014 Online Working Notes, 1180 . pp. 43-61. ISSN 1613-0073 (2014)
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9
Adaptation of machine translation for multilingual information retrieval in the medical domain
In: ISSN: 0933-3657 ; Artificial Intelligence in Medicine ; https://hal.archives-ouvertes.fr/hal-01921881 ; Artificial Intelligence in Medicine, Elsevier, 2014, 61 (3), pp.165 - 185. ⟨10.1016/j.artmed.2014.01.004⟩ (2014)
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10
Overview of the ShARe/CLEF eHealth Evaluation Lab 2013
In: Suominen, Hanna, Salanterä, Sanna, Velupillai, Sumithra, Chapman, Wendy, Savova, Guergana, Elhadad, Noemie, Pradhan, Sameer, South, Brett R., Mowery, Danielle L., Jones, Gareth J.F. orcid:0000-0003-2923-8365 , Leveling, Johannes orcid:0000-0003-0603-4191 , Kelly, Liadh orcid:0000-0003-1131-5238 , Goeuriot, Lorraine orcid:0000-0001-7491-1980 , Martinez, David and Zuccon, Guido (2013) Overview of the ShARe/CLEF eHealth Evaluation Lab 2013. In: 4th International Conference of the CLEF Initiative (CLEF 2013), 23-26 Sept 2013, Valencia, Spain. ISBN 978-3-642-40802-1 (2013)
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11
Khresmoi professional: multilingualsSemantic search for medical professionals
In: Kelly, Liadh orcid:0000-0003-1131-5238 , Hanbury, Allan, Jones, Gareth J.F. orcid:0000-0003-2923-8365 , Goeuriot, Lorraine orcid:0000-0001-7491-1980 and Mueller, Henning (2013) Khresmoi professional: multilingualsSemantic search for medical professionals. In: SIGIR 2013 Health Search and Discovery HSD workshop, 1 Aug 2013, Dublin, Ireland. (2013)
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12
Considering subjects and scenarios in large-scale user-centered evaluation of a multilingual multimodal medical search system
In: Kelly, Liadh orcid:0000-0003-1131-5238 , Goeuriot, Lorraine orcid:0000-0001-7491-1980 and Jones, Gareth J.F. orcid:0000-0003-2923-8365 (2012) Considering subjects and scenarios in large-scale user-centered evaluation of a multilingual multimodal medical search system. In: CLEF 2012 Workshop on Cross-Language Evaluation of Methods, Applications, and Resources for eHealth Document Analysis (CLEFeHealth2012), 17-20 Sept 2012, Rome, Italy. (2012)
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13
Supporting collaborative improvement of resources in the Khresmoi health information system
In: Goeuriot, Lorraine orcid:0000-0001-7491-1980 , Hanbury, Allan, Jones, Gareth J.F. orcid:0000-0003-2923-8365 , Kelly, Liadh orcid:0000-0003-1131-5238 , Kriewel, Sascha, Martinez Rodriguez, Ivan, Müller, Henning and Tinte, Miguel (2012) Supporting collaborative improvement of resources in the Khresmoi health information system. In: Workshop on Collaborative Resource Devevelopment and Delivery (CRDD) at LREC 2012, 21-27 May 2012, Istanbul, Turkey. (2012)
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