MyMediaLite : a free recommender system library


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GANTNER, Zeno, Steffen RENDLE, Christoph FREUDENTHALER, Lars SCHMIDT-THIEME, 2011. MyMediaLite : a free recommender system library. The fifth ACM conference on Recommender systems - RecSys '11. Chicago, Illinois, USA, 23. Okt 2011 - 27. Okt 2011. In: Proceedings of the fifth ACM conference on Recommender systems - RecSys '11. New York, New York, USA:ACM Press, pp. 305-308. ISBN 978-1-4503-0683-6. Available under: doi: 10.1145/2043932.2043989

@inproceedings{Gantner2011MyMed-18224, title={MyMediaLite : a free recommender system library}, year={2011}, doi={10.1145/2043932.2043989}, isbn={978-1-4503-0683-6}, address={New York, New York, USA}, publisher={ACM Press}, booktitle={Proceedings of the fifth ACM conference on Recommender systems - RecSys '11}, pages={305--308}, author={Gantner, Zeno and Rendle, Steffen and Freudenthaler, Christoph and Schmidt-Thieme, Lars} }

<rdf:RDF xmlns:dcterms="" xmlns:dc="" xmlns:rdf="" xmlns:bibo="" xmlns:dspace="" xmlns:foaf="" xmlns:void="" xmlns:xsd="" > <rdf:Description rdf:about=""> <dcterms:available rdf:datatype="">2012-02-22T16:06:02Z</dcterms:available> <dcterms:abstract xml:lang="eng">MyMediaLite is a fast and scalable, multi-purpose library of recommender system algorithms, aimed both at recommender system researchers and practitioners. It addresses two common scenarios in collaborative filtering: rating prediction (e.g. on a scale of 1 to 5 stars) and item prediction from positive-only implicit feedback (e.g. from clicks or purchase actions). The library offers state-of-the-art algorithms for those two tasks. Programs that expose most of the library’s functionality, plus a GUI demo, are included in the package. Efficient data structures and a common API are used by the implemented algorithms, and may be used to implement further algorithms. The API also contains methods for real-time updates and loading/storing of already trained recommender models. MyMediaLite is free/open source software, distributed under the terms of the GNU General Public License (GPL). Its methods have been used in four different industrial field trials of the MyMedia project, including one trial involving over 50,000 households.</dcterms:abstract> <dc:creator>Schmidt-Thieme, Lars</dc:creator> <void:sparqlEndpoint rdf:resource="http://localhost/fuseki/dspace/sparql"/> <dc:contributor>Freudenthaler, Christoph</dc:contributor> <foaf:homepage rdf:resource="http://localhost:8080/jspui"/> <dc:rights>terms-of-use</dc:rights> <dcterms:bibliographicCitation>Ersch. in: RecSys'11 [Elektronische Ressource] : proceedings of the fifth ACM conference on recommender Systems : October 23 - 27, 2011 , Chicago, IL, USA. - New York, NY : ACM, 2011. - S. 305-308. - letzter Zugriff 22.02.2012</dcterms:bibliographicCitation> <dcterms:title>MyMediaLite : a free recommender system library</dcterms:title> <dc:language>eng</dc:language> <dc:creator>Freudenthaler, Christoph</dc:creator> <dc:creator>Gantner, Zeno</dc:creator> <dc:contributor>Rendle, Steffen</dc:contributor> <dcterms:rights rdf:resource=""/> <dcterms:issued>2011</dcterms:issued> <dc:creator>Rendle, Steffen</dc:creator> <dspace:isPartOfCollection rdf:resource=""/> <dcterms:isPartOf rdf:resource=""/> <dc:contributor>Gantner, Zeno</dc:contributor> <dc:date rdf:datatype="">2012-02-22T16:06:02Z</dc:date> <bibo:uri rdf:resource=""/> <dc:contributor>Schmidt-Thieme, Lars</dc:contributor> </rdf:Description> </rdf:RDF>

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