FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2797806607> ?p ?o ?g. }

• W2797806607 abstract "Recommender systems are widely used in big information-based companies such as Google, Twitter, LinkedIn, and Netflix. A recommender system deals with the problem of information overload by filtering important information fragments according to users' preferences. However, most traditional recommendation techniques have limitations. In light of the increasing success of deep learning, recent studies have proved the benefits of using deep learning in various recommendation tasks. Recommendation architectures have been utilizing deep learning in order to overcome limitations of traditional recommendation techniques. We propose an extension of deep learning to solve the group recommendation problem. On the one hand, as different individual preferences in a group necessitate preference trade-offs in making group recommendations, it is essential that the recommendation model can discover substitutes among user behaviors. On the other hand, it has been observed that a user as an individual and as a group member behaves differently. To tackle such problems, we propose using an attention mechanism to capture the impact of each user in a group. Specifically, our model automatically learns the influence weight of each user in a group and recommends items to the group based on its members' weighted preferences. We conduct extensive experiments on four datasets. Our model significantly outperforms baseline methods and shows promising results in applying deep learning to the group recommendation problem." @default.
• W2797806607 created "2018-04-24" @default.
• W2797806607 creator A5045198704 @default.
• W2797806607 creator A5048092944 @default.
• W2797806607 creator A5067205101 @default.
• W2797806607 creator A5076906024 @default.
• W2797806607 date "2018-04-12" @default.
• W2797806607 modified "2023-09-23" @default.
• W2797806607 title "Attention-based Group Recommendation" @default.
• W2797806607 cites W1527499847 @default.
• W2797806607 cites W1597056133 @default.
• W2797806607 cites W1603727626 @default.
• W2797806607 cites W1895577753 @default.
• W2797806607 cites W2003605635 @default.
• W2797806607 cites W2009686152 @default.
• W2797806607 cites W2021674147 @default.
• W2797806607 cites W2035525745 @default.
• W2797806607 cites W2054141820 @default.
• W2797806607 cites W2062428888 @default.
• W2797806607 cites W2062993469 @default.
• W2797806607 cites W2064702560 @default.
• W2797806607 cites W2072013890 @default.
• W2797806607 cites W2080567541 @default.
• W2797806607 cites W2100235918 @default.
• W2797806607 cites W2127526138 @default.
• W2797806607 cites W2135505871 @default.
• W2797806607 cites W2135790056 @default.
• W2797806607 cites W2140310134 @default.
• W2797806607 cites W2150203549 @default.
• W2797806607 cites W2150886314 @default.
• W2797806607 cites W22367269 @default.
• W2797806607 cites W2475334473 @default.
• W2797806607 cites W2510551615 @default.
• W2797806607 cites W2512971201 @default.
• W2797806607 cites W2516131069 @default.
• W2797806607 cites W2518042829 @default.
• W2797806607 cites W2605300519 @default.
• W2797806607 cites W2605350416 @default.
• W2797806607 cites W2737985932 @default.
• W2797806607 cites W2741249238 @default.
• W2797806607 cites W2742272831 @default.
• W2797806607 cites W2749733699 @default.
• W2797806607 cites W2964308564 @default.
• W2797806607 cites W2964316331 @default.
• W2797806607 cites W3100921056 @default.
• W2797806607 cites W39976709 @default.
• W2797806607 cites W96341436 @default.
• W2797806607 hasPublicationYear "2018" @default.
• W2797806607 type Work @default.
• W2797806607 sameAs 2797806607 @default.
• W2797806607 citedByCount "1" @default.
• W2797806607 countsByYear W27978066072019 @default.
• W2797806607 crossrefType "posted-content" @default.
• W2797806607 hasAuthorship W2797806607A5045198704 @default.
• W2797806607 hasAuthorship W2797806607A5048092944 @default.
• W2797806607 hasAuthorship W2797806607A5067205101 @default.
• W2797806607 hasAuthorship W2797806607A5076906024 @default.
• W2797806607 hasConcept C10138342 @default.
• W2797806607 hasConcept C108583219 @default.
• W2797806607 hasConcept C111368507 @default.
• W2797806607 hasConcept C119857082 @default.
• W2797806607 hasConcept C12725497 @default.
• W2797806607 hasConcept C127313418 @default.
• W2797806607 hasConcept C136764020 @default.
• W2797806607 hasConcept C154945302 @default.
• W2797806607 hasConcept C162324750 @default.
• W2797806607 hasConcept C175444787 @default.
• W2797806607 hasConcept C178790620 @default.
• W2797806607 hasConcept C182306322 @default.
• W2797806607 hasConcept C185592680 @default.
• W2797806607 hasConcept C186625053 @default.
• W2797806607 hasConcept C21569690 @default.
• W2797806607 hasConcept C23123220 @default.
• W2797806607 hasConcept C2781249084 @default.
• W2797806607 hasConcept C2781311116 @default.
• W2797806607 hasConcept C41008148 @default.
• W2797806607 hasConcept C557471498 @default.
• W2797806607 hasConceptScore W2797806607C10138342 @default.
• W2797806607 hasConceptScore W2797806607C108583219 @default.
• W2797806607 hasConceptScore W2797806607C111368507 @default.
• W2797806607 hasConceptScore W2797806607C119857082 @default.
• W2797806607 hasConceptScore W2797806607C12725497 @default.
• W2797806607 hasConceptScore W2797806607C127313418 @default.
• W2797806607 hasConceptScore W2797806607C136764020 @default.
• W2797806607 hasConceptScore W2797806607C154945302 @default.
• W2797806607 hasConceptScore W2797806607C162324750 @default.
• W2797806607 hasConceptScore W2797806607C175444787 @default.
• W2797806607 hasConceptScore W2797806607C178790620 @default.
• W2797806607 hasConceptScore W2797806607C182306322 @default.
• W2797806607 hasConceptScore W2797806607C185592680 @default.
• W2797806607 hasConceptScore W2797806607C186625053 @default.
• W2797806607 hasConceptScore W2797806607C21569690 @default.
• W2797806607 hasConceptScore W2797806607C23123220 @default.
• W2797806607 hasConceptScore W2797806607C2781249084 @default.
• W2797806607 hasConceptScore W2797806607C2781311116 @default.
• W2797806607 hasConceptScore W2797806607C41008148 @default.
• W2797806607 hasConceptScore W2797806607C557471498 @default.
• W2797806607 hasLocation W27978066071 @default.
• W2797806607 hasOpenAccess W2797806607 @default.
• W2797806607 hasPrimaryLocation W27978066071 @default.

• next