Pitch for Word Prediction App
Salma Rouichi
2024-10-24
Introduction
- Overview of the prediction problem.
- Why word prediction is useful (e.g., auto-complete, chatbots,
etc.).
Algorithm Used
- Shiny app interface: User inputs a phrase.
- Simple algorithm: The app outputs a prediction
based on a static rule.
- Example: Predicts the word “world” for demonstration.
How the App Works
- Input: User types a phrase in the text box.
- Button: User clicks “Predict Next Word”.
- Output: The app displays the predicted word on the
screen.
User Experience
- Simple and easy-to-use interface.
- Can be extended with more complex models.
- Hosted live on shinyapps.io for public access.
Conclusion
- Next steps: Expand the model using NLP
libraries.
- Use cases: Can be adapted for chatbots, email
completion, or search engines.