Forecasting current and next trip purpose with social media data and Google Places

Transportation Research Part C: Emerging Technologies（2018）

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摘要

•Predict current and next trip purpose with Google Places and social media.•Examine 4-year over 6.9 million tweets in Bay area.•Develop a Bayesian Neural Network to leverage the trip chain information.•Conduct accuracy deduction analysis for removing a different set of features.

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关键词

Bayesian neural network,Google Places,Social media,Trip purpose prediction

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