Matches in SemOpenAlex for { <https://semopenalex.org/work/W4328005938> ?p ?o ?g. }
Showing items 1 to 92 of
92
with 100 items per page.
- W4328005938 abstract "In the era of big data, users often seem to be unable to make choices in the face of such a huge range of options. This is especially the case with music; consequently, personalized music recommendation has attracted much interest. Many effective strategies have been offered by researchers, nevertheless, they still face two challenging problems: (1) how to model the complex usermusic relationships from sparse implicit feedback data, and (2) how to introduce auxiliary information to improve the recom-mendation effect. To copy with these challenges, we propose an Attentive Auto-encoder for Acoustic-assisted Music Recommen-dation (A <sup xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>3</sup> MR), which takes user historical behaviors, music acoustic features, and similar music to the objective music into account. Especially, we design a multi-attention layer to learn complex user-music relationships in order to gain the hidden representation of the objective music based on uses' behaviors. Besides, we use an embedding layer to generate music repre-sentation based on acoustic features, and cluster the similar music to objective music in order to predict users' preference. We conduct a series of experiments on the real-world dataset to evaluate the proposed model, and the results indicate that it is effective." @default.
- W4328005938 created "2023-03-22" @default.
- W4328005938 creator A5000109288 @default.
- W4328005938 creator A5007102035 @default.
- W4328005938 creator A5011183209 @default.
- W4328005938 creator A5055212374 @default.
- W4328005938 creator A5082893297 @default.
- W4328005938 date "2022-08-01" @default.
- W4328005938 modified "2023-09-27" @default.
- W4328005938 title "A<sup>3</sup>MR: Attentive Auto-encoder for Acoustic-assisted Music Recommendation" @default.
- W4328005938 cites W2053677366 @default.
- W4328005938 cites W2605350416 @default.
- W4328005938 cites W2893346805 @default.
- W4328005938 cites W2899115843 @default.
- W4328005938 cites W2921568088 @default.
- W4328005938 cites W4206031001 @default.
- W4328005938 doi "https://doi.org/10.1109/bigcom57025.2022.00029" @default.
- W4328005938 hasPublicationYear "2022" @default.
- W4328005938 type Work @default.
- W4328005938 citedByCount "0" @default.
- W4328005938 crossrefType "proceedings-article" @default.
- W4328005938 hasAuthorship W4328005938A5000109288 @default.
- W4328005938 hasAuthorship W4328005938A5007102035 @default.
- W4328005938 hasAuthorship W4328005938A5011183209 @default.
- W4328005938 hasAuthorship W4328005938A5055212374 @default.
- W4328005938 hasAuthorship W4328005938A5082893297 @default.
- W4328005938 hasConcept C10138342 @default.
- W4328005938 hasConcept C111919701 @default.
- W4328005938 hasConcept C118505674 @default.
- W4328005938 hasConcept C138885662 @default.
- W4328005938 hasConcept C142362112 @default.
- W4328005938 hasConcept C153349607 @default.
- W4328005938 hasConcept C154945302 @default.
- W4328005938 hasConcept C159985019 @default.
- W4328005938 hasConcept C162324750 @default.
- W4328005938 hasConcept C17744445 @default.
- W4328005938 hasConcept C182306322 @default.
- W4328005938 hasConcept C192562407 @default.
- W4328005938 hasConcept C199539241 @default.
- W4328005938 hasConcept C204323151 @default.
- W4328005938 hasConcept C23123220 @default.
- W4328005938 hasConcept C2776359362 @default.
- W4328005938 hasConcept C2777946086 @default.
- W4328005938 hasConcept C2779304628 @default.
- W4328005938 hasConcept C28490314 @default.
- W4328005938 hasConcept C41008148 @default.
- W4328005938 hasConcept C41608201 @default.
- W4328005938 hasConcept C41895202 @default.
- W4328005938 hasConcept C557471498 @default.
- W4328005938 hasConcept C558565934 @default.
- W4328005938 hasConcept C94625758 @default.
- W4328005938 hasConceptScore W4328005938C10138342 @default.
- W4328005938 hasConceptScore W4328005938C111919701 @default.
- W4328005938 hasConceptScore W4328005938C118505674 @default.
- W4328005938 hasConceptScore W4328005938C138885662 @default.
- W4328005938 hasConceptScore W4328005938C142362112 @default.
- W4328005938 hasConceptScore W4328005938C153349607 @default.
- W4328005938 hasConceptScore W4328005938C154945302 @default.
- W4328005938 hasConceptScore W4328005938C159985019 @default.
- W4328005938 hasConceptScore W4328005938C162324750 @default.
- W4328005938 hasConceptScore W4328005938C17744445 @default.
- W4328005938 hasConceptScore W4328005938C182306322 @default.
- W4328005938 hasConceptScore W4328005938C192562407 @default.
- W4328005938 hasConceptScore W4328005938C199539241 @default.
- W4328005938 hasConceptScore W4328005938C204323151 @default.
- W4328005938 hasConceptScore W4328005938C23123220 @default.
- W4328005938 hasConceptScore W4328005938C2776359362 @default.
- W4328005938 hasConceptScore W4328005938C2777946086 @default.
- W4328005938 hasConceptScore W4328005938C2779304628 @default.
- W4328005938 hasConceptScore W4328005938C28490314 @default.
- W4328005938 hasConceptScore W4328005938C41008148 @default.
- W4328005938 hasConceptScore W4328005938C41608201 @default.
- W4328005938 hasConceptScore W4328005938C41895202 @default.
- W4328005938 hasConceptScore W4328005938C557471498 @default.
- W4328005938 hasConceptScore W4328005938C558565934 @default.
- W4328005938 hasConceptScore W4328005938C94625758 @default.
- W4328005938 hasLocation W43280059381 @default.
- W4328005938 hasOpenAccess W4328005938 @default.
- W4328005938 hasPrimaryLocation W43280059381 @default.
- W4328005938 hasRelatedWork W1915070853 @default.
- W4328005938 hasRelatedWork W2369936857 @default.
- W4328005938 hasRelatedWork W2370554703 @default.
- W4328005938 hasRelatedWork W2613087992 @default.
- W4328005938 hasRelatedWork W2809363009 @default.
- W4328005938 hasRelatedWork W2883909875 @default.
- W4328005938 hasRelatedWork W2968745142 @default.
- W4328005938 hasRelatedWork W3126201013 @default.
- W4328005938 hasRelatedWork W3198504664 @default.
- W4328005938 hasRelatedWork W4375958649 @default.
- W4328005938 isParatext "false" @default.
- W4328005938 isRetracted "false" @default.
- W4328005938 workType "article" @default.