The Problem &solution
- Typing long sentences can be time-consuming.
- Users often need help completing sentences quickly.
- Traditional text input may not always provide useful predictions.
- Predictive text can make typing faster and easier.
How the Algorithm Works
- User enters a phrase or sentence.
- The app processes the entered text.
- The algorithm analyzes word patterns.
- It identifies the most likely next word.
- The predicted word is displayed to the user.
Our Shiny App
- Simple and user-friendly interface
- Text input for entering sentences
- Next-word prediction functionality
- Fast prediction results
- Built and deployed using R Shiny
Business Value & Future Scope
- Helps users type faster.
- Improves the text-entry experience.
- Can be useful in messaging, search and writing applications.
- Future versions can use larger datasets and advanced language models.
- Goal: Make text prediction simple, fast and useful