Matches in SemOpenAlex for { <https://semopenalex.org/work/W2915000900> ?p ?o ?g. }
Showing items 1 to 91 of
91
with 100 items per page.
- W2915000900 abstract "In this paper, we propose a Joint Collaborative Autoencoder framework that learns both user-user and item-item correlations simultaneously, leading to a more robust model and improved top-K recommendation performance. More specifically, we show how to model these user-item correlations and demonstrate the importance of careful normalization to alleviate the influence of feedback heterogeneity. Further, we adopt a pairwise hinge-based objective function to maximize the top-K precision and recall directly for top-K recommenders. Finally, a mini-batch optimization algorithm is proposed to train the proposed model. Extensive experiments on three public datasets show the effectiveness of the proposed framework over state-of-the-art non-neural and neural alternatives." @default.
- W2915000900 created "2019-02-21" @default.
- W2915000900 creator A5019994221 @default.
- W2915000900 creator A5048489384 @default.
- W2915000900 creator A5075901855 @default.
- W2915000900 date "2019-05-13" @default.
- W2915000900 modified "2023-10-14" @default.
- W2915000900 title "Improving Top-K Recommendation via JointCollaborative Autoencoders" @default.
- W2915000900 cites W1720514416 @default.
- W2915000900 cites W1994389483 @default.
- W2915000900 cites W2004657139 @default.
- W2915000900 cites W2026773017 @default.
- W2915000900 cites W2042281163 @default.
- W2915000900 cites W2054141820 @default.
- W2915000900 cites W2099866409 @default.
- W2915000900 cites W2101409192 @default.
- W2915000900 cites W2108920354 @default.
- W2915000900 cites W2114079787 @default.
- W2915000900 cites W2117311203 @default.
- W2915000900 cites W2124187902 @default.
- W2915000900 cites W2157881433 @default.
- W2915000900 cites W2253995343 @default.
- W2915000900 cites W2315792732 @default.
- W2915000900 cites W2512971201 @default.
- W2915000900 cites W2605350416 @default.
- W2915000900 cites W2783279085 @default.
- W2915000900 cites W2787713764 @default.
- W2915000900 cites W3102249200 @default.
- W2915000900 doi "https://doi.org/10.1145/3308558.3313678" @default.
- W2915000900 hasPublicationYear "2019" @default.
- W2915000900 type Work @default.
- W2915000900 sameAs 2915000900 @default.
- W2915000900 citedByCount "20" @default.
- W2915000900 countsByYear W29150009002019 @default.
- W2915000900 countsByYear W29150009002020 @default.
- W2915000900 countsByYear W29150009002021 @default.
- W2915000900 countsByYear W29150009002022 @default.
- W2915000900 countsByYear W29150009002023 @default.
- W2915000900 crossrefType "proceedings-article" @default.
- W2915000900 hasAuthorship W2915000900A5019994221 @default.
- W2915000900 hasAuthorship W2915000900A5048489384 @default.
- W2915000900 hasAuthorship W2915000900A5075901855 @default.
- W2915000900 hasConcept C100660578 @default.
- W2915000900 hasConcept C101738243 @default.
- W2915000900 hasConcept C119857082 @default.
- W2915000900 hasConcept C124101348 @default.
- W2915000900 hasConcept C136886441 @default.
- W2915000900 hasConcept C138885662 @default.
- W2915000900 hasConcept C144024400 @default.
- W2915000900 hasConcept C153180895 @default.
- W2915000900 hasConcept C154945302 @default.
- W2915000900 hasConcept C184898388 @default.
- W2915000900 hasConcept C19165224 @default.
- W2915000900 hasConcept C41008148 @default.
- W2915000900 hasConcept C41895202 @default.
- W2915000900 hasConcept C50644808 @default.
- W2915000900 hasConcept C557471498 @default.
- W2915000900 hasConcept C81669768 @default.
- W2915000900 hasConceptScore W2915000900C100660578 @default.
- W2915000900 hasConceptScore W2915000900C101738243 @default.
- W2915000900 hasConceptScore W2915000900C119857082 @default.
- W2915000900 hasConceptScore W2915000900C124101348 @default.
- W2915000900 hasConceptScore W2915000900C136886441 @default.
- W2915000900 hasConceptScore W2915000900C138885662 @default.
- W2915000900 hasConceptScore W2915000900C144024400 @default.
- W2915000900 hasConceptScore W2915000900C153180895 @default.
- W2915000900 hasConceptScore W2915000900C154945302 @default.
- W2915000900 hasConceptScore W2915000900C184898388 @default.
- W2915000900 hasConceptScore W2915000900C19165224 @default.
- W2915000900 hasConceptScore W2915000900C41008148 @default.
- W2915000900 hasConceptScore W2915000900C41895202 @default.
- W2915000900 hasConceptScore W2915000900C50644808 @default.
- W2915000900 hasConceptScore W2915000900C557471498 @default.
- W2915000900 hasConceptScore W2915000900C81669768 @default.
- W2915000900 hasLocation W29150009001 @default.
- W2915000900 hasOpenAccess W2915000900 @default.
- W2915000900 hasPrimaryLocation W29150009001 @default.
- W2915000900 hasRelatedWork W2016839265 @default.
- W2915000900 hasRelatedWork W2292254049 @default.
- W2915000900 hasRelatedWork W2592385986 @default.
- W2915000900 hasRelatedWork W2772780115 @default.
- W2915000900 hasRelatedWork W2897995864 @default.
- W2915000900 hasRelatedWork W2998168123 @default.
- W2915000900 hasRelatedWork W3099179464 @default.
- W2915000900 hasRelatedWork W4281924768 @default.
- W2915000900 hasRelatedWork W4287995534 @default.
- W2915000900 hasRelatedWork W4309838615 @default.
- W2915000900 isParatext "false" @default.
- W2915000900 isRetracted "false" @default.
- W2915000900 magId "2915000900" @default.
- W2915000900 workType "article" @default.