Matches in SemOpenAlex for { <https://semopenalex.org/work/W114410014> ?p ?o ?g. }
Showing items 1 to 71 of
71
with 100 items per page.
- W114410014 abstract "Over the past decade, interest has grown in using Global Positioning System (GPS) data to augment or even replace traditional travel survey diaries. If the full potential of this new class of data is to be realized, processing techniques will need to be standardized and automated to some degree. This paper develops a multinomial logit (MNL) model to impute travel mode from GPS and accelerometer data. The MNL model is the workhorse of travel demand modeling, but this is its first application to GPS data processing. A web-based recall survey was used to create an estimation dataset of over 900 trip stages from a larger multi-day GPS travel survey in Portland, Oregon. Special attention is given to the imputation of bicycle travel, which has been rare in the US. The authors find that the MNL model performs well overall. Transit network data and accelerometer data significantly improve model fit and prediction success for specific modes. Accelerometer data is found to be particularly helpful in predicting walk and bike modes. No benefit is found to segmenting by age. The MNL model shows strong potential for automated GPS processing and should be relatively easy to implement elsewhere." @default.
- W114410014 created "2016-06-24" @default.
- W114410014 creator A5016368811 @default.
- W114410014 creator A5060779563 @default.
- W114410014 creator A5079514502 @default.
- W114410014 date "2014-01-01" @default.
- W114410014 modified "2023-09-23" @default.
- W114410014 title "Travel Mode Imputation Using GPS and Accelerometer Data from a Multi-day Travel Survey" @default.
- W114410014 hasPublicationYear "2014" @default.
- W114410014 type Work @default.
- W114410014 sameAs 114410014 @default.
- W114410014 citedByCount "0" @default.
- W114410014 crossrefType "journal-article" @default.
- W114410014 hasAuthorship W114410014A5016368811 @default.
- W114410014 hasAuthorship W114410014A5060779563 @default.
- W114410014 hasAuthorship W114410014A5079514502 @default.
- W114410014 hasConcept C111919701 @default.
- W114410014 hasConcept C119857082 @default.
- W114410014 hasConcept C127413603 @default.
- W114410014 hasConcept C144072006 @default.
- W114410014 hasConcept C22212356 @default.
- W114410014 hasConcept C2776017872 @default.
- W114410014 hasConcept C2778384698 @default.
- W114410014 hasConcept C41008148 @default.
- W114410014 hasConcept C539828613 @default.
- W114410014 hasConcept C58041806 @default.
- W114410014 hasConcept C60229501 @default.
- W114410014 hasConcept C76155785 @default.
- W114410014 hasConcept C89805583 @default.
- W114410014 hasConcept C9357733 @default.
- W114410014 hasConceptScore W114410014C111919701 @default.
- W114410014 hasConceptScore W114410014C119857082 @default.
- W114410014 hasConceptScore W114410014C127413603 @default.
- W114410014 hasConceptScore W114410014C144072006 @default.
- W114410014 hasConceptScore W114410014C22212356 @default.
- W114410014 hasConceptScore W114410014C2776017872 @default.
- W114410014 hasConceptScore W114410014C2778384698 @default.
- W114410014 hasConceptScore W114410014C41008148 @default.
- W114410014 hasConceptScore W114410014C539828613 @default.
- W114410014 hasConceptScore W114410014C58041806 @default.
- W114410014 hasConceptScore W114410014C60229501 @default.
- W114410014 hasConceptScore W114410014C76155785 @default.
- W114410014 hasConceptScore W114410014C89805583 @default.
- W114410014 hasConceptScore W114410014C9357733 @default.
- W114410014 hasLocation W1144100141 @default.
- W114410014 hasOpenAccess W114410014 @default.
- W114410014 hasPrimaryLocation W1144100141 @default.
- W114410014 hasRelatedWork W1506148103 @default.
- W114410014 hasRelatedWork W1963256233 @default.
- W114410014 hasRelatedWork W2060264516 @default.
- W114410014 hasRelatedWork W2103182342 @default.
- W114410014 hasRelatedWork W2111276080 @default.
- W114410014 hasRelatedWork W2167021936 @default.
- W114410014 hasRelatedWork W2167451444 @default.
- W114410014 hasRelatedWork W2246096327 @default.
- W114410014 hasRelatedWork W2274757642 @default.
- W114410014 hasRelatedWork W289767374 @default.
- W114410014 hasRelatedWork W2944915981 @default.
- W114410014 hasRelatedWork W3036418320 @default.
- W114410014 hasRelatedWork W3043042322 @default.
- W114410014 hasRelatedWork W372429502 @default.
- W114410014 hasRelatedWork W580294184 @default.
- W114410014 hasRelatedWork W592995529 @default.
- W114410014 hasRelatedWork W597748014 @default.
- W114410014 hasRelatedWork W620267990 @default.
- W114410014 hasRelatedWork W632436631 @default.
- W114410014 hasRelatedWork W815215771 @default.
- W114410014 isParatext "false" @default.
- W114410014 isRetracted "false" @default.
- W114410014 magId "114410014" @default.
- W114410014 workType "article" @default.