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LLM-Driven Cognitive Modeling for Personalized Travel Generation
16 references·1 citing·50 second hop
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Evidence from public transport travellers in Xi’an, China (2022)Travel satisfaction and trave…Cumulative prospect theory coupled with multi-attribute decision making for modeling travel behavior (2021)Cumulative prospect theory co…How habit moderates the commute mode decision process: integration of the theory of planned behavior and latent class choice model (2020)How habit moderates the commu…The Influence of Attitudes towards Cycling and Walking on Travel Intentions and Actual Behavior (2019)The Influence of Attitudes to…Mapping the Travel Behavior Genome (2019)Mapping the Travel Behavior G…Handbook of Behavioral and Cognitive Geography (2018)Handbook of Behavioral and Co…The role of general and specific attitudes in predicting travel behavior – A fatal dilemma? (2017)The role of general and speci…How perceptions mediate the effects of the built environment on travel behavior? (2017)How perceptions mediate the e…Do attitudes cause behavior or vice versa? An alternative conceptualization of the attitude-behavior relationship in travel behavior modeling (2017)Do attitudes cause behavior o…Boundedly rational route choice behavior: A review of models and methodologies (2016)Boundedly rational route choi…Illuminating the unseen in transit use: A framework for examining the effect of attitudes and perceptions on travel behavior (2013)Illuminating the unseen in tr…Representing mental maps and cognitive learning in micro-simulation models of activity-travel choice dynamics (2005)Representing mental maps and …Information gain, novelty seeking and travel: a model of dynamic activity-travel behavior under conditions of uncertainty (2004)Information gain, novelty see…The Direction of Causality between Perceptions, Affect, and Behavior: An Application to Travel Behavior (1980)The Direction of Causality be…Large Language Models in Transportation: A Comprehensive Bibliometric Analysis of Emerging Trends, Challenges, and Future Research (2025)Large Language Models in Tran…Belief, Attitude, Intention and Behavior: An Introduction to Theory and Research (1975)The theory of planned behavior (1991)Efficacy of the Theory of Planned Behaviour: A meta‐analytic review (2001)Using mental mapping to unpack perceived cycling risk (2016)Exploring the psychosocial factors associated with public transportation usage and examining the “gendered” difference (2017)Does telecommuting promote sustainable travel and physical activity? 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References

  • 2017Do attitudes cause behavior or vice versa? An alternative conceptualization of the attitude-behavior relationship in travel behavior modeling319 cited
  • 2016Boundedly rational route choice behavior: A review of models and methodologies183 cited
  • 2017How perceptions mediate the effects of the built environment on travel behavior?165 cited
  • 2023Agent-based models in urban transportation: review, challenges, and opportunities125 cited
  • 2023Future directions in human mobility science119 cited
  • 2013Illuminating the unseen in transit use: A framework for examining the effect of attitudes and perceptions on travel behavior107 cited
  • 1980The Direction of Causality between Perceptions, Affect, and Behavior: An Application to Travel Behavior106 cited
  • 2018Handbook of Behavioral and Cognitive Geography101 cited
  • 2021Cumulative prospect theory coupled with multi-attribute decision making for modeling travel behavior97 cited
  • 2017The role of general and specific attitudes in predicting travel behavior – A fatal dilemma?87 cited
  • 2004Information gain, novelty seeking and travel: a model of dynamic activity-travel behavior under conditions of uncertainty87 cited
  • 2005Representing mental maps and cognitive learning in micro-simulation models of activity-travel choice dynamics82 cited
  • 2019Mapping the Travel Behavior Genome57 cited
  • 2022

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Travel satisfaction and travel well-being: Which is more related to travel choice behaviour in the post COVID-19 pandemic? Evidence from public transport travellers in Xi’an, China
52 cited
  • 2020How habit moderates the commute mode decision process: integration of the theory of planned behavior and latent class choice model44 cited
  • 2019The Influence of Attitudes towards Cycling and Walking on Travel Intentions and Actual Behavior42 cited
  • Cited by

    • 2025Large Language Models in Transportation: A Comprehensive Bibliometric Analysis of Emerging Trends, Challenges, and Future Research28 cited