Matches in SemOpenAlex for { <https://semopenalex.org/work/W4300528642> ?p ?o ?g. }
Showing items 1 to 88 of
88
with 100 items per page.
- W4300528642 abstract "Recommender systems leverage both content and user interactions to generate recommendations that fit users' preferences. The recent surge of interest in deep learning presents new opportunities for exploiting these two sources of information. To recommend items we propose to first learn a user-independent high-dimensional semantic space in which items are positioned according to their substitutability, and then learn a user-specific transformation function to transform this space into a ranking according to the user's past preferences. An advantage of the proposed architecture is that it can be used to effectively recommend items using either content that describes the items or user-item ratings. We show that this approach significantly outperforms state-of-the-art recommender systems on the MovieLens 1M dataset." @default.
- W4300528642 created "2022-10-03" @default.
- W4300528642 creator A5045951678 @default.
- W4300528642 creator A5056272341 @default.
- W4300528642 creator A5060259737 @default.
- W4300528642 date "2016-09-15" @default.
- W4300528642 modified "2023-10-02" @default.
- W4300528642 title "Exploring Deep Space" @default.
- W4300528642 cites W1983578042 @default.
- W4300528642 cites W2040915035 @default.
- W4300528642 cites W2054141820 @default.
- W4300528642 cites W2057763140 @default.
- W4300528642 cites W2101409192 @default.
- W4300528642 cites W2114079787 @default.
- W4300528642 cites W2116206254 @default.
- W4300528642 cites W2135790056 @default.
- W4300528642 cites W2136189984 @default.
- W4300528642 cites W2339258924 @default.
- W4300528642 cites W2919115771 @default.
- W4300528642 cites W2998704965 @default.
- W4300528642 cites W3125944471 @default.
- W4300528642 doi "https://doi.org/10.1145/2988450.2988457" @default.
- W4300528642 hasPublicationYear "2016" @default.
- W4300528642 type Work @default.
- W4300528642 citedByCount "19" @default.
- W4300528642 countsByYear W43005286422017 @default.
- W4300528642 countsByYear W43005286422018 @default.
- W4300528642 countsByYear W43005286422019 @default.
- W4300528642 countsByYear W43005286422020 @default.
- W4300528642 countsByYear W43005286422021 @default.
- W4300528642 crossrefType "proceedings-article" @default.
- W4300528642 hasAuthorship W4300528642A5045951678 @default.
- W4300528642 hasAuthorship W4300528642A5056272341 @default.
- W4300528642 hasAuthorship W4300528642A5060259737 @default.
- W4300528642 hasBestOaLocation W43005286422 @default.
- W4300528642 hasConcept C104317684 @default.
- W4300528642 hasConcept C111919701 @default.
- W4300528642 hasConcept C123657996 @default.
- W4300528642 hasConcept C142362112 @default.
- W4300528642 hasConcept C153083717 @default.
- W4300528642 hasConcept C153349607 @default.
- W4300528642 hasConcept C154945302 @default.
- W4300528642 hasConcept C185592680 @default.
- W4300528642 hasConcept C189430467 @default.
- W4300528642 hasConcept C204241405 @default.
- W4300528642 hasConcept C21569690 @default.
- W4300528642 hasConcept C23123220 @default.
- W4300528642 hasConcept C2776156558 @default.
- W4300528642 hasConcept C2778572836 @default.
- W4300528642 hasConcept C2986420190 @default.
- W4300528642 hasConcept C41008148 @default.
- W4300528642 hasConcept C55493867 @default.
- W4300528642 hasConcept C557471498 @default.
- W4300528642 hasConceptScore W4300528642C104317684 @default.
- W4300528642 hasConceptScore W4300528642C111919701 @default.
- W4300528642 hasConceptScore W4300528642C123657996 @default.
- W4300528642 hasConceptScore W4300528642C142362112 @default.
- W4300528642 hasConceptScore W4300528642C153083717 @default.
- W4300528642 hasConceptScore W4300528642C153349607 @default.
- W4300528642 hasConceptScore W4300528642C154945302 @default.
- W4300528642 hasConceptScore W4300528642C185592680 @default.
- W4300528642 hasConceptScore W4300528642C189430467 @default.
- W4300528642 hasConceptScore W4300528642C204241405 @default.
- W4300528642 hasConceptScore W4300528642C21569690 @default.
- W4300528642 hasConceptScore W4300528642C23123220 @default.
- W4300528642 hasConceptScore W4300528642C2776156558 @default.
- W4300528642 hasConceptScore W4300528642C2778572836 @default.
- W4300528642 hasConceptScore W4300528642C2986420190 @default.
- W4300528642 hasConceptScore W4300528642C41008148 @default.
- W4300528642 hasConceptScore W4300528642C55493867 @default.
- W4300528642 hasConceptScore W4300528642C557471498 @default.
- W4300528642 hasLocation W43005286421 @default.
- W4300528642 hasLocation W43005286422 @default.
- W4300528642 hasOpenAccess W4300528642 @default.
- W4300528642 hasPrimaryLocation W43005286421 @default.
- W4300528642 hasRelatedWork W1509874052 @default.
- W4300528642 hasRelatedWork W2075040002 @default.
- W4300528642 hasRelatedWork W2112596352 @default.
- W4300528642 hasRelatedWork W2161485269 @default.
- W4300528642 hasRelatedWork W2402445420 @default.
- W4300528642 hasRelatedWork W2487744644 @default.
- W4300528642 hasRelatedWork W2794458286 @default.
- W4300528642 hasRelatedWork W3104106107 @default.
- W4300528642 hasRelatedWork W4300528642 @default.
- W4300528642 hasRelatedWork W7602594 @default.
- W4300528642 isParatext "false" @default.
- W4300528642 isRetracted "false" @default.
- W4300528642 workType "article" @default.