Next Word Prediction App
This project demonstrates a Shiny web application that predicts the next word based on a user-entered phrase.
Problem Statement
Typing assistance and next-word prediction help improve typing speed and user experience in modern applications.
Algorithm Used
- User enters a phrase with multiple words
- Text is converted to lowercase and tokenized
- A word is predicted from common English words
- Model is simple, fast, and responsive
Application Features
- Shiny web interface
- Text input for multiple words
- Single-word prediction output
- Instant response after clicking predict
Conclusion
This app demonstrates a complete data product: from user input to prediction output. It can be extended using advanced n-gram models.