DC Field | Value | Language |
---|---|---|
dc.contributor.author | Kim, Tae Wan | ko |
dc.contributor.author | Cha, Seung Hyun | ko |
dc.date.accessioned | 2021-09-03T05:10:46Z | - |
dc.date.available | 2021-09-03T05:10:46Z | - |
dc.date.created | 2021-09-03 | - |
dc.date.created | 2021-09-03 | - |
dc.date.issued | 2019-07 | - |
dc.identifier.citation | ARCHITECTURAL SCIENCE REVIEW, v.62, no.4, pp.313 - 322 | - |
dc.identifier.issn | 0003-8628 | - |
dc.identifier.uri | http://hdl.handle.net/10203/287583 | - |
dc.description.abstract | This empirical study sought to validate the spatial-choice modelling approach to user simulation. This validation is challenging, because spatial-choice behaviour is difficult to observe in real-life settings. To overcome this challenge, the study assembled 1137 activity cases from time-use diaries kept by university students and then extracted 74 space-rejection cases (i.e. events when students were unable to take up a particular space-option and so moved to another one). We assessed the attributes of the space-options in the rejection cases by means of a site investigation, predicted space-use probabilities using spatial-choice models, and assessed forecasting accuracy by a Brier score. The spatial-choice models scored 0.35, demonstrating higher forecasting accuracy than two alternative methods, namely space-use analysis (0.50) and the closest distance method (0.84). This study contributes to user simulation by validating the accuracy of the spatial-choice models based on revealed spatial-choice data in real-life settings and comparing it with other methods. | - |
dc.language | English | - |
dc.publisher | TAYLOR & FRANCIS LTD | - |
dc.title | Empirical validation of the spatial-choice modelling approach to user simulation | - |
dc.type | Article | - |
dc.identifier.wosid | 000479079500005 | - |
dc.identifier.scopusid | 2-s2.0-85066999296 | - |
dc.type.rims | ART | - |
dc.citation.volume | 62 | - |
dc.citation.issue | 4 | - |
dc.citation.beginningpage | 313 | - |
dc.citation.endingpage | 322 | - |
dc.citation.publicationname | ARCHITECTURAL SCIENCE REVIEW | - |
dc.identifier.doi | 10.1080/00038628.2019.1625299 | - |
dc.contributor.localauthor | Cha, Seung Hyun | - |
dc.contributor.nonIdAuthor | Kim, Tae Wan | - |
dc.description.isOpenAccess | N | - |
dc.type.journalArticle | Article | - |
dc.subject.keywordAuthor | User simulation | - |
dc.subject.keywordAuthor | spatial-choice modelling | - |
dc.subject.keywordAuthor | space utilization | - |
dc.subject.keywordAuthor | brier score | - |
dc.subject.keywordAuthor | occupancy prediction | - |
dc.subject.keywordAuthor | occupant behaviour | - |
dc.subject.keywordPlus | ENERGY-CONSUMPTION | - |
dc.subject.keywordPlus | BUILDINGS | - |
dc.subject.keywordPlus | OCCUPANCY | - |
dc.subject.keywordPlus | DESIGN | - |
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