Research paper guideline generator (rpgg)

Abstract

Our project presents the development and implementation of the "Research Paper Guideline Generator," a project designed to assist researchers and students in navigating the vast landscape of research papers. The project inputs a research or project paper topic and generates a guideline with a curated list of similar papers, ordered by difficulty level. By leveraging natural language processing techniques and similarity measures, the tool aids in discovering relevant papers and provides a structured learning progression. The paper discusses the background, motivation, purpose, and goals of the project, along with the methodologies employed in topic analysis, similarity assessment, and difficulty level ranking. Additionally, the paper highlights the potential societal impacts, including improved knowledge accessibility, research collaboration, and advancement in various domains. The "Research Paper Guideline Generator" project represents a valuable contribution to enhancing efficiency and organization in the research process, empowering researchers and students with a tool for effective resource discovery and informed decision-making. The project is not yet fully ready, however progress has been made, unigram and bigram analysis, as well as cosine similarity has been used, and distributions were found, along with cosine similarity between unigrams of papers and common english, and also cosine similarity between bigrams of papers and common english. The purpose of using these processes is to be able to rank papers in order of difficulty, according to cosine similarity.