Matches in SemOpenAlex for { <https://semopenalex.org/work/W3010316435> ?p ?o ?g. }
Showing items 1 to 93 of
93
with 100 items per page.
- W3010316435 abstract "With the development of economy, tourism is favored by more and more people, and location-based point-of-interest recommendation (POI) begins to emerge. This paper proposes the lstm-based recommendation algorithm for cross-attention mechanism (L-Attention). Embedding method was used to accurately learn the location sequence and location information of users, and feature information of location data was extracted through LSTM network. At the same time, the cross-attention mechanism is introduced to conduct dynamic modeling of personalized time check-in sequence, which can integrate the user's behavioral preference, location sequence information and the influence of sequential location on next-poi, so as to improve the accuracy of recommendation. This article uses Foursquare as an experimental data set. The results show that compared with the traditional recommendation algorithm which only considers the popularity of POI and the deep learning recommendation algorithm which only considers the timing, the accuracy of the proposed algorithm is greatly improved." @default.
- W3010316435 created "2020-03-13" @default.
- W3010316435 creator A5017976791 @default.
- W3010316435 creator A5046140141 @default.
- W3010316435 creator A5050426856 @default.
- W3010316435 date "2020-01-01" @default.
- W3010316435 modified "2023-09-24" @default.
- W3010316435 title "Cross-Attention Mechanism Recommendation Algorithm Based on LSTM" @default.
- W3010316435 cites W1546409232 @default.
- W3010316435 cites W1965327747 @default.
- W3010316435 cites W2034688657 @default.
- W3010316435 cites W2405496393 @default.
- W3010316435 cites W2539781657 @default.
- W3010316435 cites W2791327891 @default.
- W3010316435 cites W2808008183 @default.
- W3010316435 cites W2950577311 @default.
- W3010316435 doi "https://doi.org/10.25236/ajcis.2020.030103" @default.
- W3010316435 hasPublicationYear "2020" @default.
- W3010316435 type Work @default.
- W3010316435 sameAs 3010316435 @default.
- W3010316435 citedByCount "0" @default.
- W3010316435 crossrefType "journal-article" @default.
- W3010316435 hasAuthorship W3010316435A5017976791 @default.
- W3010316435 hasAuthorship W3010316435A5046140141 @default.
- W3010316435 hasAuthorship W3010316435A5050426856 @default.
- W3010316435 hasBestOaLocation W30103164351 @default.
- W3010316435 hasConcept C111472728 @default.
- W3010316435 hasConcept C11413529 @default.
- W3010316435 hasConcept C119857082 @default.
- W3010316435 hasConcept C124101348 @default.
- W3010316435 hasConcept C138885662 @default.
- W3010316435 hasConcept C154945302 @default.
- W3010316435 hasConcept C15744967 @default.
- W3010316435 hasConcept C162324750 @default.
- W3010316435 hasConcept C175444787 @default.
- W3010316435 hasConcept C177264268 @default.
- W3010316435 hasConcept C17744445 @default.
- W3010316435 hasConcept C18918823 @default.
- W3010316435 hasConcept C199360897 @default.
- W3010316435 hasConcept C199539241 @default.
- W3010316435 hasConcept C2776401178 @default.
- W3010316435 hasConcept C2778112365 @default.
- W3010316435 hasConcept C2780586970 @default.
- W3010316435 hasConcept C2781249084 @default.
- W3010316435 hasConcept C41008148 @default.
- W3010316435 hasConcept C41895202 @default.
- W3010316435 hasConcept C54355233 @default.
- W3010316435 hasConcept C557471498 @default.
- W3010316435 hasConcept C77805123 @default.
- W3010316435 hasConcept C86803240 @default.
- W3010316435 hasConcept C89611455 @default.
- W3010316435 hasConceptScore W3010316435C111472728 @default.
- W3010316435 hasConceptScore W3010316435C11413529 @default.
- W3010316435 hasConceptScore W3010316435C119857082 @default.
- W3010316435 hasConceptScore W3010316435C124101348 @default.
- W3010316435 hasConceptScore W3010316435C138885662 @default.
- W3010316435 hasConceptScore W3010316435C154945302 @default.
- W3010316435 hasConceptScore W3010316435C15744967 @default.
- W3010316435 hasConceptScore W3010316435C162324750 @default.
- W3010316435 hasConceptScore W3010316435C175444787 @default.
- W3010316435 hasConceptScore W3010316435C177264268 @default.
- W3010316435 hasConceptScore W3010316435C17744445 @default.
- W3010316435 hasConceptScore W3010316435C18918823 @default.
- W3010316435 hasConceptScore W3010316435C199360897 @default.
- W3010316435 hasConceptScore W3010316435C199539241 @default.
- W3010316435 hasConceptScore W3010316435C2776401178 @default.
- W3010316435 hasConceptScore W3010316435C2778112365 @default.
- W3010316435 hasConceptScore W3010316435C2780586970 @default.
- W3010316435 hasConceptScore W3010316435C2781249084 @default.
- W3010316435 hasConceptScore W3010316435C41008148 @default.
- W3010316435 hasConceptScore W3010316435C41895202 @default.
- W3010316435 hasConceptScore W3010316435C54355233 @default.
- W3010316435 hasConceptScore W3010316435C557471498 @default.
- W3010316435 hasConceptScore W3010316435C77805123 @default.
- W3010316435 hasConceptScore W3010316435C86803240 @default.
- W3010316435 hasConceptScore W3010316435C89611455 @default.
- W3010316435 hasLocation W30103164351 @default.
- W3010316435 hasOpenAccess W3010316435 @default.
- W3010316435 hasPrimaryLocation W30103164351 @default.
- W3010316435 hasRelatedWork W12165144 @default.
- W3010316435 hasRelatedWork W12563130 @default.
- W3010316435 hasRelatedWork W12783365 @default.
- W3010316435 hasRelatedWork W3990674 @default.
- W3010316435 hasRelatedWork W5384379 @default.
- W3010316435 hasRelatedWork W5435836 @default.
- W3010316435 hasRelatedWork W5706645 @default.
- W3010316435 hasRelatedWork W621929 @default.
- W3010316435 hasRelatedWork W6362254 @default.
- W3010316435 hasRelatedWork W8451425 @default.
- W3010316435 isParatext "false" @default.
- W3010316435 isRetracted "false" @default.
- W3010316435 magId "3010316435" @default.
- W3010316435 workType "article" @default.