🚶‍♂️🗺️ Predicting Human Mobility Patterns Using the Temporal-Trajectory-based K Nearest Neighbor Algorithm

📂 Dataset

You can download the dataset used in this project from Zenodo:

📥 Download Dataset from Zenodo

🛠️ Additional Packages and Setup

To run the evaluation metric, you'll need to clone the geobleu repository. Follow these steps to get everything set up:

🔗 Clone the Evaluation Metric Repository

Clone the repository for Geobleu, an evaluation metric used in this project:

🌐 Geobleu GitHub Repository

📁 Directory Setup

After cloning the geobleu repository, place it in the appropriate directory within your project. The structure should look something like this:

This setup ensures that the evaluation metric is correctly configured and ready for use.

🚀 How to Run

Import the ttknn directory from this repository and use the temporal_knn_fit_predict function. The example.ipynb notebook demonstrates how to import and utilize the ttknn directory effectively.

💻 Installation

To install all the necessary dependencies, run the following command:

pip install -r requirements.txt

📞 Contact

Feel free to reach out if you have any questions or need assistance:

• 📧 Email: [email protected]
• 🔗 LinkedIn: An-Syu Li

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Thank you for your interest in this project! 😊