Matches in SemOpenAlex for { <https://semopenalex.org/work/W2040357991> ?p ?o ?g. }
Showing items 1 to 67 of
67
with 100 items per page.
- W2040357991 abstract "Considering usage context attributes in choice modeling has been shown to be important when product performance highly depends on the usage context. To build a reliable choice model, it is critical to first understand the relationship between usage context attributes and customer profile attributes, then to identify the market segmentation characterized by both sets of attributes, and finally to construct a choice model by integrating data from multiple sources. This is a complex procedure especially when a large number of customer attributes are potentially influential to the product choice. Using the hybrid electric vehicle (HEV) as an example, this paper presents a systematic procedure and the associated data analysis techniques for implementing each of the above steps. Usage context and customer profile attributes extracted from both National Household Travel Survey (NHTS) and Vehicle Quality Survey (VQS) data are first analyzed to understand the relationship between usage context attributes and customer profile attributes. Next the principal component analysis is utilized to identify the key characteristics of hybrid vehicle drivers, and to determine the market segmentations of HEV and the critical attributes to include in choice models. Before the two sets of data are combined for choice modeling, statistical analysis is used to test the compatibility of the two datasets. A pooled choice model created by incorporating usage context attributes illustrates the benefits of context-based choice modeling using data from multiple sources. Even though NHTS and VQS have been used in the literature to study transportation patterns and vehicle quality ratings, respectively, this work is the first to explore how they may be used together to benefit the study of customer preference for HEVs." @default.
- W2040357991 created "2016-06-24" @default.
- W2040357991 creator A5017541508 @default.
- W2040357991 creator A5085336549 @default.
- W2040357991 creator A5088250046 @default.
- W2040357991 date "2011-01-01" @default.
- W2040357991 modified "2023-09-24" @default.
- W2040357991 title "On Usage Context of Hybrid Electric Vehicles in Choice Studies" @default.
- W2040357991 doi "https://doi.org/10.1115/detc2011-48385" @default.
- W2040357991 hasPublicationYear "2011" @default.
- W2040357991 type Work @default.
- W2040357991 sameAs 2040357991 @default.
- W2040357991 citedByCount "2" @default.
- W2040357991 countsByYear W20403579912012 @default.
- W2040357991 crossrefType "proceedings-article" @default.
- W2040357991 hasAuthorship W2040357991A5017541508 @default.
- W2040357991 hasAuthorship W2040357991A5085336549 @default.
- W2040357991 hasAuthorship W2040357991A5088250046 @default.
- W2040357991 hasConcept C124101348 @default.
- W2040357991 hasConcept C125308379 @default.
- W2040357991 hasConcept C144133560 @default.
- W2040357991 hasConcept C151730666 @default.
- W2040357991 hasConcept C154945302 @default.
- W2040357991 hasConcept C162853370 @default.
- W2040357991 hasConcept C183322885 @default.
- W2040357991 hasConcept C2779343474 @default.
- W2040357991 hasConcept C2781238097 @default.
- W2040357991 hasConcept C41008148 @default.
- W2040357991 hasConcept C86803240 @default.
- W2040357991 hasConceptScore W2040357991C124101348 @default.
- W2040357991 hasConceptScore W2040357991C125308379 @default.
- W2040357991 hasConceptScore W2040357991C144133560 @default.
- W2040357991 hasConceptScore W2040357991C151730666 @default.
- W2040357991 hasConceptScore W2040357991C154945302 @default.
- W2040357991 hasConceptScore W2040357991C162853370 @default.
- W2040357991 hasConceptScore W2040357991C183322885 @default.
- W2040357991 hasConceptScore W2040357991C2779343474 @default.
- W2040357991 hasConceptScore W2040357991C2781238097 @default.
- W2040357991 hasConceptScore W2040357991C41008148 @default.
- W2040357991 hasConceptScore W2040357991C86803240 @default.
- W2040357991 hasLocation W20403579911 @default.
- W2040357991 hasOpenAccess W2040357991 @default.
- W2040357991 hasPrimaryLocation W20403579911 @default.
- W2040357991 hasRelatedWork W1960002649 @default.
- W2040357991 hasRelatedWork W1963646887 @default.
- W2040357991 hasRelatedWork W1968567138 @default.
- W2040357991 hasRelatedWork W2051378248 @default.
- W2040357991 hasRelatedWork W2081021840 @default.
- W2040357991 hasRelatedWork W2480674425 @default.
- W2040357991 hasRelatedWork W2521797307 @default.
- W2040357991 hasRelatedWork W2547155413 @default.
- W2040357991 hasRelatedWork W2548851506 @default.
- W2040357991 hasRelatedWork W2605310586 @default.
- W2040357991 hasRelatedWork W2761632046 @default.
- W2040357991 hasRelatedWork W2917749236 @default.
- W2040357991 hasRelatedWork W2943490776 @default.
- W2040357991 hasRelatedWork W3009603179 @default.
- W2040357991 hasRelatedWork W3088506069 @default.
- W2040357991 hasRelatedWork W3159708606 @default.
- W2040357991 hasRelatedWork W3179522892 @default.
- W2040357991 hasRelatedWork W41768959 @default.
- W2040357991 hasRelatedWork W421642370 @default.
- W2040357991 hasRelatedWork W87218977 @default.
- W2040357991 isParatext "false" @default.
- W2040357991 isRetracted "false" @default.
- W2040357991 magId "2040357991" @default.
- W2040357991 workType "article" @default.