NextWordPredictionShinyApp
Sara Alyafei
Problem & Motivation
- Users often need quick text suggestions.
- Helps with typing faster, predictive messaging, and text
completion.
Approach / Algorithm
- Placeholder prediction function:
- 0 words → “hello”
- 1 word → “the”
- 2+ words → “day”
- Built using R Shiny for interactive UI.
- Text box input + prediction output.
Demo / App Screenshot
- Screenshot of the app in action:
- Highlight input field and predicted output.
Conclusion & Future Work
- App works locally and online via shinyapps.io.
- Placeholder function can be replaced with a real predictive
model.
- Potential uses: messaging apps, smart keyboards, autocomplete.