Matches in SemOpenAlex for { <https://semopenalex.org/work/W4225565670> ?p ?o ?g. }
Showing items 1 to 71 of
71
with 100 items per page.
- W4225565670 abstract "With the development of the smart city, personalized path recommendation has already attracted the attention of researchers. However, it has not been considered that some users need to make personalized recommendations of a route for a given pair of OD (Origin-Destination) and some specified consecutive way-points. To our knowledge, this problem is studied for the first time. Essentially, this problem can be taken as inferring a high sampling rate fine trajectory from a low sampling rate rough trajectory composed of OD and way-points. The biggest challenge is that the user may just have some knowledge about the location rather than the precise location of a waypoint because a place may have many GPS points. This paper proposes a PSR (Personalized Selective Route) model based on trajectory learning for a given OD and a number of way-points. It integrates multi-source information to learn more comprehensive personalized preferences and introduces the Seq2Seq model with Multi-Head self-attention mechanism to automatically adjust the weights to capture more accurate temporal and spatial correlations. The experiments on the real traffic trajectory data show PSR model is robust to low sampling rate and noise. Compared with the best baseline, the accuracy of Top-l under the Euclidean distance of PSR is improved by 32.57%, and the accuracy of Top-3 is improved by 63.87%." @default.
- W4225565670 created "2022-05-05" @default.
- W4225565670 creator A5027848881 @default.
- W4225565670 creator A5066681392 @default.
- W4225565670 creator A5087774660 @default.
- W4225565670 date "2021-12-01" @default.
- W4225565670 modified "2023-09-27" @default.
- W4225565670 title "Personalized Path Recommendation with Specified Way-points Based on Trajectory Representations" @default.
- W4225565670 doi "https://doi.org/10.1109/msn53354.2021.00067" @default.
- W4225565670 hasPublicationYear "2021" @default.
- W4225565670 type Work @default.
- W4225565670 citedByCount "0" @default.
- W4225565670 crossrefType "proceedings-article" @default.
- W4225565670 hasAuthorship W4225565670A5027848881 @default.
- W4225565670 hasAuthorship W4225565670A5066681392 @default.
- W4225565670 hasAuthorship W4225565670A5087774660 @default.
- W4225565670 hasConcept C106131492 @default.
- W4225565670 hasConcept C111368507 @default.
- W4225565670 hasConcept C120174047 @default.
- W4225565670 hasConcept C121332964 @default.
- W4225565670 hasConcept C124101348 @default.
- W4225565670 hasConcept C12725497 @default.
- W4225565670 hasConcept C127313418 @default.
- W4225565670 hasConcept C1276947 @default.
- W4225565670 hasConcept C13662910 @default.
- W4225565670 hasConcept C140779682 @default.
- W4225565670 hasConcept C154945302 @default.
- W4225565670 hasConcept C199360897 @default.
- W4225565670 hasConcept C2777735758 @default.
- W4225565670 hasConcept C2781271823 @default.
- W4225565670 hasConcept C31972630 @default.
- W4225565670 hasConcept C41008148 @default.
- W4225565670 hasConcept C60229501 @default.
- W4225565670 hasConcept C76155785 @default.
- W4225565670 hasConcept C79403827 @default.
- W4225565670 hasConceptScore W4225565670C106131492 @default.
- W4225565670 hasConceptScore W4225565670C111368507 @default.
- W4225565670 hasConceptScore W4225565670C120174047 @default.
- W4225565670 hasConceptScore W4225565670C121332964 @default.
- W4225565670 hasConceptScore W4225565670C124101348 @default.
- W4225565670 hasConceptScore W4225565670C12725497 @default.
- W4225565670 hasConceptScore W4225565670C127313418 @default.
- W4225565670 hasConceptScore W4225565670C1276947 @default.
- W4225565670 hasConceptScore W4225565670C13662910 @default.
- W4225565670 hasConceptScore W4225565670C140779682 @default.
- W4225565670 hasConceptScore W4225565670C154945302 @default.
- W4225565670 hasConceptScore W4225565670C199360897 @default.
- W4225565670 hasConceptScore W4225565670C2777735758 @default.
- W4225565670 hasConceptScore W4225565670C2781271823 @default.
- W4225565670 hasConceptScore W4225565670C31972630 @default.
- W4225565670 hasConceptScore W4225565670C41008148 @default.
- W4225565670 hasConceptScore W4225565670C60229501 @default.
- W4225565670 hasConceptScore W4225565670C76155785 @default.
- W4225565670 hasConceptScore W4225565670C79403827 @default.
- W4225565670 hasFunder F4320321001 @default.
- W4225565670 hasLocation W42255656701 @default.
- W4225565670 hasOpenAccess W4225565670 @default.
- W4225565670 hasPrimaryLocation W42255656701 @default.
- W4225565670 hasRelatedWork W2030037360 @default.
- W4225565670 hasRelatedWork W2055276869 @default.
- W4225565670 hasRelatedWork W2077345734 @default.
- W4225565670 hasRelatedWork W2081425119 @default.
- W4225565670 hasRelatedWork W2260356107 @default.
- W4225565670 hasRelatedWork W2603493555 @default.
- W4225565670 hasRelatedWork W2743142413 @default.
- W4225565670 hasRelatedWork W3046508333 @default.
- W4225565670 hasRelatedWork W3048677736 @default.
- W4225565670 hasRelatedWork W4312571183 @default.
- W4225565670 isParatext "false" @default.
- W4225565670 isRetracted "false" @default.
- W4225565670 workType "article" @default.