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- Title
Explainable Neural Network analysis on Movie Success Prediction.
- Authors
Kumar, S. Bhavesh; Pande, Sagar Dhanraj
- Abstract
These days movies are one of the most important part of entertainment industry and back in the days you could see everyday people standing outside theatres, or watching movies in OTT platforms. But due to busy schedules not many people are watching every movie. They go over the internet and search for top rated movies and go to theatres. And creating a successful movie is no easy job. Thus, this study helps movie producers to consider what are the important factors that influence a movie to be successful. this study applied neural network model to the IMDb dataset and then due to its complex nature in order to achieve the local explainability and global explainability for the enhanced analysis, study have used SHAP (Shapley additive explanations) to analysis.
- Subjects
ARTIFICIAL neural networks; INTERNET searching; CULTURAL industries; BACK muscles
- Publication
EAI Endorsed Transactions on Scalable Information Systems, 2024, Vol 11, Issue 4, p1
- ISSN
2032-9407
- Publication type
Article
- DOI
10.4108/eetsis.4435