AI Ride Demand Prediction

AI Ride Demand Prediction

CLOUD MILE INC., TAIWAN BRANCH

AI Ride Demand Prediction

CLOUD MILE INC., TAIWAN BRANCH

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Riding on the increasing popularity of mobile apps, Taiwan Taxi decided to be the first taxi company in Taiwan to offer passengers a more convenient way to book taxis.

As mobile data plans offer unlimited data usage in Taiwan, passengers can save call charges when they make an app-based booking. Passengers using mobile apps do not have to input a pickup location when they book a taxi. They can also add landmarks to their mobile bookings so that the drivers know their exact location.

CLOUD 1
CLOUD 2
"Artificial Intelligence Ride Demand Prediction… cuts down the empty taxi rate and reduces the fuel consumption cost of drivers, fulfilling a social responsibility for environmental protection.” — Management, Big Data Development, Taiwan Taxi


Highlights

  • Integrates AI and data engineering to identify passenger hotspots.
  • Cuts down empty taxi rates.
  • Reduces the fuel cost of drivers.
  • Associates with Covid coefficient, the accuracy rate of the demand prediction achieves 96%.

View Website
Back to Hall of Fame


Riding on the increasing popularity of mobile apps, Taiwan Taxi decided to be the first taxi company in Taiwan to offer passengers a more convenient way to book taxis.

As mobile data plans offer unlimited data usage in Taiwan, passengers can save call charges when they make an app-based booking. Passengers using mobile apps do not have to input a pickup location when they book a taxi. They can also add landmarks to their mobile bookings so that the drivers know their exact location.

CLOUD 1
CLOUD 2

Highlights

  • Integrates AI and data engineering to identify passenger hotspots.
  • Cuts down empty taxi rates.
  • Reduces the fuel cost of drivers.
  • Associates with Covid coefficient, the accuracy rate of the demand prediction achieves 96%.
"Artificial Intelligence Ride Demand Prediction… cuts down the empty taxi rate and reduces the fuel consumption cost of drivers, fulfilling a social responsibility for environmental protection.” — Management, Big Data Development, Taiwan Taxi


View Website