A Two Stage Machine Learning Approach to Forecast the Lifetime of Movies in a Multiplex

Disclaimer: The work showcased in the repository is a miniaturized version of the original. The sole purpose of the repo is to prove the credibility of the research work carried out.

The Paper has been published in Springer series "Advances in Intelligent Systems and Computing" and will be presented at FICC 2020. (https://doi.org/10.1007/978-3-030-39442-4_36)

Please refer the given Jupyter notebooks in the below given order:

1. DataExtraction.ipynb
2. Converting into a Weekly Model and Adding Elementary Features.ipynb
3. Adding More Features.ipynb
4. Extracting Movie Specific Features (API).ipynb
5. Results.ipynb

Authors: Abhijith Ragav, Sai Vishwanath Venkatesh, Ramanathan Murugappan, Vineeth Vijayaraghavan