FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2548339725> ?p ?o ?g. }

• W2548339725 endingPage "423" @default.
• W2548339725 startingPage "415" @default.
• W2548339725 abstract "Hybrid methods that utilize both content and rating information are commonly used in many recommender systems. However, most of them use either handcrafted features or the bag-of-words representation as a surrogate for the content information but they are neither effective nor natural enough. To address this problem, we develop a collaborative recurrent autoencoder (CRAE) which is a denoising recurrent autoencoder (DRAE) that models the generation of content sequences in the collaborative filtering (CF) setting. The model generalizes recent advances in recurrent deep learning from i.i.d. input to non-i.i.d. (CF-based) input and provides a new denoising scheme along with a novel learnable pooling scheme for the recurrent autoencoder. To do this, we first develop a hierarchical Bayesian model for the DRAE and then generalize it to the CF setting. The synergy between denoising and CF enables CRAE to make accurate recommendations while learning to fill in the blanks in sequences. Experiments on real-world datasets from different domains (CiteULike and Netflix) show that, by jointly modeling the order-aware generation of sequences for the content information and performing CF for the ratings, CRAE is able to significantly outperform the state of the art on both the recommendation task based on ratings and the sequence generation task based on content information." @default.
• W2548339725 created "2016-11-11" @default.
• W2548339725 creator A5000297333 @default.
• W2548339725 creator A5073139380 @default.
• W2548339725 creator A5091515481 @default.
• W2548339725 date "2016-12-05" @default.
• W2548339725 modified "2023-09-26" @default.
• W2548339725 title "Collaborative recurrent autoencoder: recommend while learning to fill in the blanks" @default.
• W2548339725 cites W1690919088 @default.
• W2548339725 cites W189086490 @default.
• W2548339725 cites W2048657872 @default.
• W2548339725 cites W2058641082 @default.
• W2548339725 cites W2064675550 @default.
• W2548339725 cites W2099866409 @default.
• W2548339725 cites W2101105183 @default.
• W2548339725 cites W2101409192 @default.
• W2548339725 cites W2116802659 @default.
• W2548339725 cites W2117420919 @default.
• W2548339725 cites W21207210 @default.
• W2548339725 cites W2135790056 @default.
• W2548339725 cites W2137028279 @default.
• W2548339725 cites W2140310134 @default.
• W2548339725 cites W2145094598 @default.
• W2548339725 cites W2262817822 @default.
• W2548339725 cites W2949888546 @default.
• W2548339725 cites W2950316093 @default.
• W2548339725 cites W2950635152 @default.
• W2548339725 cites W2963058055 @default.
• W2548339725 cites W592244745 @default.
• W2548339725 cites W880911330 @default.
• W2548339725 hasPublicationYear "2016" @default.
• W2548339725 type Work @default.
• W2548339725 sameAs 2548339725 @default.
• W2548339725 citedByCount "24" @default.
• W2548339725 countsByYear W25483397252016 @default.
• W2548339725 countsByYear W25483397252017 @default.
• W2548339725 countsByYear W25483397252018 @default.
• W2548339725 countsByYear W25483397252019 @default.
• W2548339725 countsByYear W25483397252020 @default.
• W2548339725 countsByYear W25483397252021 @default.
• W2548339725 countsByYear W25483397252022 @default.
• W2548339725 crossrefType "proceedings-article" @default.
• W2548339725 hasAuthorship W2548339725A5000297333 @default.
• W2548339725 hasAuthorship W2548339725A5073139380 @default.
• W2548339725 hasAuthorship W2548339725A5091515481 @default.
• W2548339725 hasConcept C101738243 @default.
• W2548339725 hasConcept C108583219 @default.
• W2548339725 hasConcept C119857082 @default.
• W2548339725 hasConcept C134306372 @default.
• W2548339725 hasConcept C138885662 @default.
• W2548339725 hasConcept C147168706 @default.
• W2548339725 hasConcept C154945302 @default.
• W2548339725 hasConcept C162324750 @default.
• W2548339725 hasConcept C17744445 @default.
• W2548339725 hasConcept C187736073 @default.
• W2548339725 hasConcept C199539241 @default.
• W2548339725 hasConcept C21569690 @default.
• W2548339725 hasConcept C2776359362 @default.
• W2548339725 hasConcept C2776401178 @default.
• W2548339725 hasConcept C2778112365 @default.
• W2548339725 hasConcept C2780451532 @default.
• W2548339725 hasConcept C33923547 @default.
• W2548339725 hasConcept C41008148 @default.
• W2548339725 hasConcept C41895202 @default.
• W2548339725 hasConcept C50644808 @default.
• W2548339725 hasConcept C54355233 @default.
• W2548339725 hasConcept C557471498 @default.
• W2548339725 hasConcept C59404180 @default.
• W2548339725 hasConcept C70437156 @default.
• W2548339725 hasConcept C77618280 @default.
• W2548339725 hasConcept C86803240 @default.
• W2548339725 hasConcept C94625758 @default.
• W2548339725 hasConceptScore W2548339725C101738243 @default.
• W2548339725 hasConceptScore W2548339725C108583219 @default.
• W2548339725 hasConceptScore W2548339725C119857082 @default.
• W2548339725 hasConceptScore W2548339725C134306372 @default.
• W2548339725 hasConceptScore W2548339725C138885662 @default.
• W2548339725 hasConceptScore W2548339725C147168706 @default.
• W2548339725 hasConceptScore W2548339725C154945302 @default.
• W2548339725 hasConceptScore W2548339725C162324750 @default.
• W2548339725 hasConceptScore W2548339725C17744445 @default.
• W2548339725 hasConceptScore W2548339725C187736073 @default.
• W2548339725 hasConceptScore W2548339725C199539241 @default.
• W2548339725 hasConceptScore W2548339725C21569690 @default.
• W2548339725 hasConceptScore W2548339725C2776359362 @default.
• W2548339725 hasConceptScore W2548339725C2776401178 @default.
• W2548339725 hasConceptScore W2548339725C2778112365 @default.
• W2548339725 hasConceptScore W2548339725C2780451532 @default.
• W2548339725 hasConceptScore W2548339725C33923547 @default.
• W2548339725 hasConceptScore W2548339725C41008148 @default.
• W2548339725 hasConceptScore W2548339725C41895202 @default.
• W2548339725 hasConceptScore W2548339725C50644808 @default.
• W2548339725 hasConceptScore W2548339725C54355233 @default.
• W2548339725 hasConceptScore W2548339725C557471498 @default.
• W2548339725 hasConceptScore W2548339725C59404180 @default.
• W2548339725 hasConceptScore W2548339725C70437156 @default.
• W2548339725 hasConceptScore W2548339725C77618280 @default.
• W2548339725 hasConceptScore W2548339725C86803240 @default.

• next