Loading [a11y]/accessibility-menu.js
A Method of Destination Prediction Using Historical Individual Movement | IEEE Conference Publication | IEEE Xplore

A Method of Destination Prediction Using Historical Individual Movement


Abstract:

Services offered to users can now be tailored more effectively to match their behavior by enhancing destination prediction accuracy. This paper proposes a method to predi...Show More

Abstract:

Services offered to users can now be tailored more effectively to match their behavior by enhancing destination prediction accuracy. This paper proposes a method to predict destinations based on a personal mobility model using Long Short-Term Memory (LSTM), a recurrent neural network. The experimental results showed that the proposed method improved the prediction accuracy by combining individual mobility models with crowd mobility trends.
Date of Conference: 29 October 2024 - 01 November 2024
Date Added to IEEE Xplore: 28 November 2024
ISBN Information:

ISSN Information:

Conference Location: Kitakyushu, Japan

Contact IEEE to Subscribe

References

References is not available for this document.