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Why It Matters
Travel behavior research increasingly combines digital data collection with predictive modeling, yet these stages are often developed and evaluated separately.
Provenance
Discovered via ArXiv and published by ArXiv.
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Original description
Travel behavior research increasingly combines digital data collection with predictive modeling, yet these stages are often developed and evaluated separately. This study proposes a three-agent workflow integrating conversational data collection, structured data processing, and behavioral prediction. A chatbot-administered, image-augmented stated-preference survey collected mode choices from student commuters across five predefined weather scenarios, yielding 454 respondent-scenario observations. Weather-related associations were analyzed using a multinomial logit model, while logistic regress...
Discovered via ArXiv
Research papers and preprints from arXiv.
Publisher: arxiv.org
ID: http://arxiv.org/abs/2608.20320v1 · Indexed 8 days ago