Movies for U

This paper presents MoviesForYou, a web-based movie booking platform that integrates an AI-powered con- versational chatbot for mood-based movie recommendations, automated seat suggestions, and a data analytics module for theater and revenue insights. The system allows users to describe their mood in natural language; the chatbot leverages language understanding and movie metadata to recommend titles that match the user’s affective state and viewing prefer- ences. The analytics module computes weekly booking trends, genre popularity, theater performance, rating-based summaries, and revenue trend analysis. The platform intentionally supports offline payment workflows (seat-on-hold with time-limited reser- vation) rather than online payment. We describe the system architecture, implementation details (based on the provided project codebase), evaluation methodology, key results, and future directions. The paper includes flowchart and system- architecture placeholders, experimental and analytic outputs, and an APA-style reference list.