Factor Models for Recommending Given Names

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BAYER, Immanuel, Steffen RENDLE, 2013. Factor Models for Recommending Given Names. 20DC13 ECML PKDD Discovery Challenge. Prague, Czech Republic, 27. Sep 2013. In: DOERFEL, Stefan, ed. and others. 20 DC1 3 ECML PKDD Discovery Challenge - Recommending Given Names : International Workshop at the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases ; Prague, Czech Republic, September 27 th, 2013. 20DC13 ECML PKDD Discovery Challenge. Prague, Czech Republic, 27. Sep 2013. Aachen:RWTH, pp. 81-89. ISSN 1613-0073

@inproceedings{Bayer2013Facto-26476, title={Factor Models for Recommending Given Names}, year={2013}, number={1120}, issn={1613-0073}, address={Aachen}, publisher={RWTH}, series={CEUR Workshop Proceedings}, booktitle={20 DC1 3 ECML PKDD Discovery Challenge - Recommending Given Names : International Workshop at the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases ; Prague, Czech Republic, September 27 th, 2013}, pages={81--89}, editor={Doerfel, Stefan}, author={Bayer, Immanuel and Rendle, Steffen} }

<rdf:RDF xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#" xmlns:bibo="http://purl.org/ontology/bibo/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:dcterms="http://purl.org/dc/terms/" xmlns:xsd="http://www.w3.org/2001/XMLSchema#" > <rdf:Description rdf:about="https://kops.uni-konstanz.de/rdf/resource/123456789/26476"> <dc:contributor>Bayer, Immanuel</dc:contributor> <dcterms:title>Factor Models for Recommending Given Names</dcterms:title> <bibo:uri rdf:resource="http://kops.uni-konstanz.de/handle/123456789/26476"/> <dc:creator>Bayer, Immanuel</dc:creator> <dc:rights>deposit-license</dc:rights> <dcterms:issued>2013</dcterms:issued> <dc:contributor>Rendle, Steffen</dc:contributor> <dcterms:available rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2014-02-26T09:32:00Z</dcterms:available> <dc:creator>Rendle, Steffen</dc:creator> <dcterms:bibliographicCitation>20DC13 ECML PKDD Discovery Challenge - Recommending Given Names : International Workshop at the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases ; Prague, Czech Republic, September 27th, 2013 / Stefan Doerfel ... (eds.). - Aachen : RWTH, 2013. - S. 81-89. - (CEUR Workshop Proceedings ; 1120). - ISSN 1613-0073</dcterms:bibliographicCitation> <dc:date rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2014-02-26T09:32:00Z</dc:date> <dcterms:abstract xml:lang="eng">We describe in this paper our contribution to the ECML PKDD Discovery Challenge 2013 (O ine Track). This years task was to predict the next given names a user of a name search engine interacts with. We model the user preferences with a sequential factor model that we optimize with respect to the Bayesian Personalized Ranking (BPR) Optimization Criterion. Therefore we complement the sequential factor model with pre x smoothing in order to explicitly model syntactical similarity.</dcterms:abstract> <dcterms:rights rdf:resource="http://nbn-resolving.org/urn:nbn:de:bsz:352-20140905103605204-4002607-1"/> <dc:language>eng</dc:language> </rdf:Description> </rdf:RDF>

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