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.