Retreating Nouns for Better Feature Extraction for Summarization: In Context with Narratives

Text summarization generates a precise summary of the original text while maintaining its meaning. We have collected information in the form of narratives for this project. In everyone's life, narratives are the most popular type of entertainment. It teaches us many things in our everyday lives. There are seven sorts of storylines, according to Christopher Booker: conquering the monster, rags to riches, the quest, voyage, return, comedy, tragedy, and rebirth. The goal of this research is to develop a system that aids in the extraction of important information or characteristics such as performer, position, association, and activities, as well as exhibiting the link between the retrieved data and creating a summary, with this process, we extract nouns and verbs; nouns are regarded actors, while verbs are considered spectators.