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Toshiba AI Technology Catalog

Numerical prediction
Operation plan

Demand Forecasting for On-Demand Ridesharing Services

Forecasts human movement using AI, and supports the optimization of operation plans.

Forecasts demand for human transport; e.g., pickup and drop-off locations, times, and number of passengers.
In collaboration with JUNPUZI Co., Ltd., conducted technology tests of JUNPUZI’s “Convenicle” system.

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Applications

Forecasts demand for the transport of people and goods by various transport companies.
Forecasts the flow of people within commercial facilities.

Benchmarks, strengths, and track record

As a pilot case, conducted verification tests of plans for business that drives the regional economy in Chiba Prefecture.
Using original technologies, efficiently forecasted high-dimensional combinations; e.g., pickup points x drop-off points.

Inquiries

Toshiba Digital Solutions Corporation

Toshiba analytics AI service “SATLYS” (in Japanese)

References:

Yuji Irimoto et.al.; “Demand Forecasting Technology Using AI for On-Demand Ridesharing Services”,
Toshiba Review, Vol. 74, No. 1, 2019.(765KB)
Toshiba Digital Solutions and JUNPUZI start verification tests of shared on-demand transport using AI technologies
“What is your vehicle of the future? Toshiba AI’s dream of transportation” (in Japanese)
“Demand Forecasting for On-Demand Ridesharing Services” (Toshiba Digital Solutions Corporation) (in Japanese)

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