Learning optimal ranking with tensor factorization for tag recommendation

作者: Steffen Rendle , Leandro Balby Marinho , Alexandros Nanopoulos , Lars Schmidt-Thieme

DOI: 10.1145/1557019.1557100

关键词: Ranking (information retrieval)Gradient descentMissing dataMachine learningData miningContrast (statistics)MathematicsPageRankHigher-order singular value decompositionArtificial intelligenceFactorizationOptimization problem

摘要: … In [12] the problem of tag recommendations is casted as a multilabel ranking problem for … and a fast recommendation algorithm based on gaussian processes is proposed. The algorithm …

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