MovieMate: An AI-Based Cross-Platform Personalized Movie Recommender

  • Unique Paper ID: 187553
  • PageNo: 5744-5749
  • Abstract:
  • In today’s digital age, users are overwhelmed with scattered content across OTT platforms, making movie discovery difficult. MovieMate is an AI-based movie recommender that unifies content discovery across platforms using intelligent filters such as genre, mood, IMDb rating, and watch history. It enhances user experience through a personalized interface, time-aware suggestions, social features like friend activity and watch parties, and a modular architecture leveraging collaborative filtering and AI techniques.

Copyright & License

Copyright © 2026 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{187553,
        author = {Malhar Kulkarni and Kshitij Rai and Ayush Patil and Mayuresh Gulame},
        title = {MovieMate: An AI-Based Cross-Platform Personalized Movie Recommender},
        journal = {International Journal of Innovative Research in Technology},
        year = {2025},
        volume = {12},
        number = {6},
        pages = {5744-5749},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=187553},
        abstract = {In today’s digital age, users are overwhelmed with scattered content across OTT platforms, making movie discovery difficult. MovieMate is an AI-based movie recommender that unifies content discovery across platforms using intelligent filters such as genre, mood, IMDb rating, and watch history. It enhances user experience through a personalized interface, time-aware suggestions, social features like friend activity and watch parties, and a modular architecture leveraging collaborative filtering and AI techniques.},
        keywords = {AI Recommender, MovieMate, Cross-Platform, Personalization, Streaming, Collaborative Filtering, Mood-Based Suggestions, TMDb, React, Tailwind},
        month = {November},
        }

Cite This Article

Kulkarni, M., & Rai, K., & Patil, A., & Gulame, M. (2025). MovieMate: An AI-Based Cross-Platform Personalized Movie Recommender. International Journal of Innovative Research in Technology (IJIRT), 12(6), 5744–5749.

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