“Most people don’t know what they want until you give it to them. - Steve Jobs”

This project is a video-based interest discovery tool designed to help users uncover hidden passions, explore new hobbies, and deepen their understanding of various topics. The system creates a personalized learning experience, making education engaging and natural. It’s especially valuable for students who may need guidance in selecting a major or field of study.

How It Works

  1. Video Interaction:
    • The system presents random educational videos on a variety of topics.
    • Users can like, dislike, or skip videos to refine their preferences dynamically.
  2. Tag-Based Recommendations:
    • Tags from liked videos are saved, and the algorithm uses these tags to recommend more videos based on user interests.
    • Disliked or skipped videos guide the system to explore other topics, encouraging broader discovery.
  3. Search and Localization:
    • Users can search for specific topics or switch languages, providing flexibility and inclusivity.
  4. Interest Mapping:
    • The tool maps user interests over time based on viewing history, offering insights into personal preferences.
    • This feature is particularly helpful for students considering career paths or selecting a new major.
  5. Reset Functionality:
    • Users can reset their preferences at any time to explore new areas from scratch (serendipity).

Value Proposition for Users

  • Discover New Passions: Unearth hobbies or subjects you never knew you’d enjoy.
  • Engage Naturally: Learn through interactive and personalized video content.
  • Personalize Your Journey: Tailor your learning experience across diverse topics and languages.
  • Informed Decision-Making: Map your interests to gain clarity on potential fields of study, helping students make more confident choices about their major.

Current Implementation

  • Backend: Node.js
  • Frontend: Bootstrap, HTML, CSS, Javascript
  • Video Source: YouTube API

This tool is an innovative way to make learning intuitive, personalized, and exploratory, helping users grow intellectually while guiding them toward meaningful pursuits.

Status: Ongoing

Rating: 4/5

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