Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Movie studios often have to choose among thousands of scripts to decide which ones to turn into movies. Despite the huge amount of money at stake, this process---known as green-lighting in the movie industry---is largely a guesswork based on experts' experience and intuitions. ,  propose a new approach to help studios evaluate scripts that will then lead to more profitable green-lighting decisions. Our approach combines screenwriting domain knowledge, natural-language processing techniques, and statistical learning methods to forecast a movie's return on investment (ROI) based only on textual information available in movie scripts.  test our model in a holdout decision task to show that our model is able to significantly improve a studio's gross ROI.
['Jehoshua Eliashberg', 'Sam K. Hui', 'Z. John Zhang']
I am writing a research paper on a idea From Story Line to Box Office: A New Approach for Green-Lighting Movie Scripts
[{"from": "human", "value": "I am writing a research paper on a idea From Story Line to Box Office: A New Approach for Green-Lighting Movie Scripts"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Movie studios often have to choose among thousands of scripts to decide which ones to turn into movies. Despite the huge amount of money at stake, this process---known as green-lighting in the movie industry---is largely a guesswork based on experts' experience and intuitions. ,  propose a new approach to help studios evaluate scripts that will then lead to more profitable green-lighting decisions. Our approach combines screenwriting domain knowledge, natural-language processing techniques, and statistical learning methods to forecast a movie's return on investment (ROI) based only on textual information available in movie scripts.  test our model in a holdout decision task to show that our model is able to significantly improve a studio's gross ROI."}]