This project is a partial implementation of Extracting Movement-based Topics for Analysis of Space Use by G. Andrienko, N. Andrienko, and D. Hecker. The implementation was done as part of a course and the final version is available at https://the-breakbar.github.io/Extracting-Movement-based-Topics.
While many of the components are implemented, the project was not completed. Additionally, due to the ambiguity of the final result, there was no exact verification of the correctness of the implementation. Our example dataset should be similar to the one used in the paper, but the exact original data was not available for comparison.
Missing or incomplete components:
- Interactive t-SNE embedding visualizer for determining the appropriate number of topics
- Cube Diagonal Cut B-C-Y-R color map
- NMF for move topics
- Visualization of move topics
- Map overlay
To serve the project locally for debugging:
npm run serve
To build the project:
npm run build
The project is licensed under the MIT License. See the LICENSE file for more information.