IIMA Institutional Repository
This Institutional Repository has been created to collect, preserve and distribute the scholarly output of Indian Institute of Management, Ahmedabad. This will work as an important tool to facilitate scholarly communication and preserve the institution knowledge. The Vikram Sarabhai Library is proud to be hosting the repository for the dissemination and preservation of this valuable knowledge resource of the IIMA community.
Please use this identifier to cite or link to this item:
http://hdl.handle.net/11718/26194| Title: | Movie success prediction using script and summary analysis |
| Authors: | Bansal, Annu Khanna, Ishaan |
| Keywords: | Movie success;Motion picture industry;Movie script;Film industry;Bollywood movies;Hollywood film;Support Vector Machine |
| Issue Date: | 7-Sep-2021 |
| Publisher: | Indian Institute of Management Ahmedabad |
| Abstract: | A SVM (Support Vector Machine) approach is employed to predict financial success of a film based on summary analysis. The approach analyzed 2090 films and achieved a 55.5% precision accuracy. A method to extract the emotional arc of a film based on sentiment analysis of a film script is also presented. The method successfully extracted the emotiona |
| URI: | http://hdl.handle.net/11718/26194 |
| Appears in Collections: | Student Projects |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| Movie_success_prediction_using_script_and_summary_analysis.pdf Restricted Access | 1.79 MB | Adobe PDF | View/Open Request a copy |
Items in IIMA Institutional Repository are protected by copyright, with all rights reserved, unless otherwise indicated.