Matches in SemOpenAlex for { <https://semopenalex.org/work/W4205698532> ?p ?o ?g. }
Showing items 1 to 91 of
91
with 100 items per page.
- W4205698532 abstract "In recent years, social-based recommendation uses social information to alleviate the problems of cold start and data sparseness in traditional recommendation, which is widely used in e-commerce and movie recommendation. However, most of the existing researches make recommendations based on users' short-term preferences or historical records, and fail to fully dig out the user's preference characteristics. This paper proposes a user long-term and short-term preference model based on graph neural network, which uses the nodes of the user's social graph and the user's product graph to aggregate neighbor information, and iteratively updates the feature representation of the target node. The gated recurrent units is used to extract the long-term and short-term preferences of users, and the attention mechanism is used for weight distribution. In addition, we use specific vectors to represent the long-term characteristics of slow changes in users. By conducting experiments on two commonly used data sets, it can be shown that our proposed model is better than the compared baseline method." @default.
- W4205698532 created "2022-01-26" @default.
- W4205698532 creator A5013118821 @default.
- W4205698532 creator A5018308286 @default.
- W4205698532 creator A5019812416 @default.
- W4205698532 creator A5041609313 @default.
- W4205698532 creator A5089452905 @default.
- W4205698532 date "2021-06-01" @default.
- W4205698532 modified "2023-10-17" @default.
- W4205698532 title "Multi-preference Social Recommendation of Users Based on Graph Neural Network" @default.
- W4205698532 doi "https://doi.org/10.1109/icaa53760.2021.00040" @default.
- W4205698532 hasPublicationYear "2021" @default.
- W4205698532 type Work @default.
- W4205698532 citedByCount "0" @default.
- W4205698532 crossrefType "proceedings-article" @default.
- W4205698532 hasAuthorship W4205698532A5013118821 @default.
- W4205698532 hasAuthorship W4205698532A5018308286 @default.
- W4205698532 hasAuthorship W4205698532A5019812416 @default.
- W4205698532 hasAuthorship W4205698532A5041609313 @default.
- W4205698532 hasAuthorship W4205698532A5089452905 @default.
- W4205698532 hasConcept C111368507 @default.
- W4205698532 hasConcept C119857082 @default.
- W4205698532 hasConcept C121332964 @default.
- W4205698532 hasConcept C124101348 @default.
- W4205698532 hasConcept C12725497 @default.
- W4205698532 hasConcept C127313418 @default.
- W4205698532 hasConcept C132525143 @default.
- W4205698532 hasConcept C136764020 @default.
- W4205698532 hasConcept C154945302 @default.
- W4205698532 hasConcept C159985019 @default.
- W4205698532 hasConcept C162324750 @default.
- W4205698532 hasConcept C175444787 @default.
- W4205698532 hasConcept C192562407 @default.
- W4205698532 hasConcept C23123220 @default.
- W4205698532 hasConcept C2524010 @default.
- W4205698532 hasConcept C2777522414 @default.
- W4205698532 hasConcept C2781249084 @default.
- W4205698532 hasConcept C33923547 @default.
- W4205698532 hasConcept C41008148 @default.
- W4205698532 hasConcept C4679612 @default.
- W4205698532 hasConcept C4727928 @default.
- W4205698532 hasConcept C518677369 @default.
- W4205698532 hasConcept C557471498 @default.
- W4205698532 hasConcept C61797465 @default.
- W4205698532 hasConcept C62520636 @default.
- W4205698532 hasConcept C80444323 @default.
- W4205698532 hasConcept C90673727 @default.
- W4205698532 hasConceptScore W4205698532C111368507 @default.
- W4205698532 hasConceptScore W4205698532C119857082 @default.
- W4205698532 hasConceptScore W4205698532C121332964 @default.
- W4205698532 hasConceptScore W4205698532C124101348 @default.
- W4205698532 hasConceptScore W4205698532C12725497 @default.
- W4205698532 hasConceptScore W4205698532C127313418 @default.
- W4205698532 hasConceptScore W4205698532C132525143 @default.
- W4205698532 hasConceptScore W4205698532C136764020 @default.
- W4205698532 hasConceptScore W4205698532C154945302 @default.
- W4205698532 hasConceptScore W4205698532C159985019 @default.
- W4205698532 hasConceptScore W4205698532C162324750 @default.
- W4205698532 hasConceptScore W4205698532C175444787 @default.
- W4205698532 hasConceptScore W4205698532C192562407 @default.
- W4205698532 hasConceptScore W4205698532C23123220 @default.
- W4205698532 hasConceptScore W4205698532C2524010 @default.
- W4205698532 hasConceptScore W4205698532C2777522414 @default.
- W4205698532 hasConceptScore W4205698532C2781249084 @default.
- W4205698532 hasConceptScore W4205698532C33923547 @default.
- W4205698532 hasConceptScore W4205698532C41008148 @default.
- W4205698532 hasConceptScore W4205698532C4679612 @default.
- W4205698532 hasConceptScore W4205698532C4727928 @default.
- W4205698532 hasConceptScore W4205698532C518677369 @default.
- W4205698532 hasConceptScore W4205698532C557471498 @default.
- W4205698532 hasConceptScore W4205698532C61797465 @default.
- W4205698532 hasConceptScore W4205698532C62520636 @default.
- W4205698532 hasConceptScore W4205698532C80444323 @default.
- W4205698532 hasConceptScore W4205698532C90673727 @default.
- W4205698532 hasFunder F4320321001 @default.
- W4205698532 hasLocation W42056985321 @default.
- W4205698532 hasOpenAccess W4205698532 @default.
- W4205698532 hasPrimaryLocation W42056985321 @default.
- W4205698532 hasRelatedWork W2011529470 @default.
- W4205698532 hasRelatedWork W2013178869 @default.
- W4205698532 hasRelatedWork W2096029105 @default.
- W4205698532 hasRelatedWork W2107584556 @default.
- W4205698532 hasRelatedWork W2738674835 @default.
- W4205698532 hasRelatedWork W2991676964 @default.
- W4205698532 hasRelatedWork W3092950680 @default.
- W4205698532 hasRelatedWork W4298004804 @default.
- W4205698532 hasRelatedWork W4313639719 @default.
- W4205698532 hasRelatedWork W641392144 @default.
- W4205698532 isParatext "false" @default.
- W4205698532 isRetracted "false" @default.
- W4205698532 workType "article" @default.