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http://hdl.handle.net/1942/9563
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DC Field | Value | Language |
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dc.contributor.author | Han, Q. | - |
dc.contributor.author | Arentze, T. | - |
dc.contributor.author | TIMMERMANS, Harry | - |
dc.contributor.author | JANSSENS, Davy | - |
dc.contributor.author | WETS, Geert | - |
dc.date.accessioned | 2009-04-30T10:37:52Z | - |
dc.date.issued | 2008 | - |
dc.identifier.citation | Transportation and Management Science : proceedings of the 13th international conference of Hong Kong Society for Transportation Studies. p. 373-382. | - |
dc.identifier.isbn | 978-988-98847-3-4 | - |
dc.identifier.uri | http://hdl.handle.net/1942/9563 | - |
dc.description.abstract | Activity-based analysis has slowly shifted gear from analysis of daily activity patterns to analysis and modeling of dynamic activity-travel patterns. In this paper, we describe a dynamic model that is concerned with simulating cognitive and affective responses in spatial learning behavior for a multi-agent system. By implementing activity-travel choices, agents observe the differences between actual experience and expectation, which may give rise to negative or positive emotions that influence the awareness of alternatives and, furthermore impact the evaluation of alternatives and hence choice behavior. As such, it provides an approach to model the dynamic process of rational and emotional mechanisms in the formation and adaptation of an individual’s location awareness set, distinguishing habitual, exploitation and exploration modes of dynamic, context-dependent choice behavior. Principles of reinforcement learning and Bayesian perception updating are used. We demonstrate model properties using numerical simulation with a case study of shopping activity. | - |
dc.language.iso | en | - |
dc.publisher | Hong Kong Society for Transportation Studies | - |
dc.title | Modeling individuals' cognitive and affective responses in spatial learning behavior | - |
dc.type | Proceedings Paper | - |
local.bibliographicCitation.conferencename | 13th International Conference of the Hong-Kong-Society-for-Transportation-Studies | - |
local.bibliographicCitation.conferenceplace | Hong Kong, China, 13-15 December 2008 | - |
dc.identifier.epage | 382 | - |
dc.identifier.spage | 373 | - |
local.bibliographicCitation.jcat | C1 | - |
local.type.refereed | Refereed | - |
local.type.specified | Proceedings Paper | - |
dc.bibliographicCitation.oldjcat | C1 | - |
dc.identifier.isi | 000263624400037 | - |
local.bibliographicCitation.btitle | Transportation and Management Science : proceedings of the 13th international conference of Hong Kong Society for Transportation Studies | - |
item.validation | ecoom 2010 | - |
item.contributor | Han, Q. | - |
item.contributor | Arentze, T. | - |
item.contributor | TIMMERMANS, Harry | - |
item.contributor | JANSSENS, Davy | - |
item.contributor | WETS, Geert | - |
item.accessRights | Open Access | - |
item.fullcitation | Han, Q.; Arentze, T.; TIMMERMANS, Harry; JANSSENS, Davy & WETS, Geert (2008) Modeling individuals' cognitive and affective responses in spatial learning behavior. In: Transportation and Management Science : proceedings of the 13th international conference of Hong Kong Society for Transportation Studies. p. 373-382.. | - |
item.fulltext | With Fulltext | - |
Appears in Collections: | Research publications |
Files in This Item:
File | Description | Size | Format | |
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behavior.pdf | Peer-reviewed author version | 153.98 kB | Adobe PDF | View/Open |
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