Spoiler Alert: Using Machine Learning to Enable Spoiler-Free Movie Reviews

Spoiler Alert: Using Machine Learning to Enable Spoiler-Free Movie Reviews

Registration ID: IJNRD_196832

Published ID: IJNRD2305686

DOI: Click Here to Get

Kunal Umaji , Safal Chayal , Avanish Ramana , Vaibhav Mutange , Shikha Sharma

Spoilers, Movie reviews, Spoiler detection using machine learning, styling, Spoiler alert

Movie reviews are an essential resource for moviegoers looking to make informed decisions about which movies to watch. However, spoilers in mov reviews can ruin the viewing experience by revealing key plot points or twists. This paper presents a solution to the problem of spoilers in movie reviews by leveraging the power of machine learning. Specifically, we propose a system that uses natural language processing techniques to analyze movie reviews and identify potential spoilers. Our system includes a spoiler detection model, which is trained on a dataset of movie reviews to identify sentences that contain spoilers. Once a potential spoiler is detected, our system generates a spoiler warning message, which is displayed to the reader before they read the review.

Published Paper   E-Certificate

"Spoiler Alert: Using Machine Learning to Enable Spoiler-Free Movie Reviews", IJNRD - INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (www.IJNRD.org), ISSN:2456-4184, Vol.8, Issue 5, page no.g709-g712, May-2023, Available :https://ijnrd.org/papers/IJNRD2305686.pdf

Volume 8 Issue 5, May-2023

Pages : g709-g712

Paper Reg. ID: IJNRD_196832

Published Paper Id: IJNRD2305686

Downloads: 000121159

Research Area: Engineering

Country: Pune, Maharashtra, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2305686.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2305686

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Publisher: IJNRD (IJ Publication) Janvi Wave

This work is licensed under a Creative Commons Attribution 4.0 International License and The Open Definition

Call For Paper - Volume 10 | Issue 8 | August 2025

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INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (IJNRD) aims to explore advances in research pertaining to applied, theoretical and experimental Technological studies. The goal is to promote scientific information interchange between researchers, developers, engineers, students, and practitioners working in and around the world. IJNRD will provide an opportunity for practitioners and educators of engineering field to exchange research evidence, models of best practice and innovative ideas.

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