Exploiting Structure and Conventions of Movie Scripts for Information Retrieval and Text Mining

Movie scripts are documents that describe the story, stage direction for actors and camera, and dialogue. Script writers, directors, and cinematographers have standardized the format and language that is used in script writing. Scripts contain a wealth of information about narrative patterns, character direction, blocking, and camera control that can be extracted for various applications in interactive storytelling. In this short paper, we propose the creation of an
automatically annotated corpus of movie scripts and describe our initial efforts in automating script annotation. We first describe the parts of a movie script that can be automatically annotated and then describe the use of an existing language processing toolkit to automatically annotate specific parts of a movie script.