Presentation
title: “Next Word Prediction Application” author: “Chaitra R” date: “June 2026” output: ioslides_presentation: widescreen: true —————-
Next Word Prediction Application
Data Science Capstone Project
Presented By: Chaitra R
Technologies Used
- R Programming
- Shiny
- Text Mining
- N-gram Prediction Model
Project Overview
Objective
Develop a Shiny application that predicts the next word based on user-entered text.
| Phase | Description |
|---|---|
| Data Collection | Gather text data |
| Data Cleaning | Remove unwanted characters |
| Model Building | Build prediction model |
| Shiny Development | Create web application |
| Deployment | Publish on shinyapps.io |
Technologies Used
| Tool | Purpose |
|---|---|
| R | Programming Language |
| Shiny | Interactive Application |
| Text Mining | Text Processing |
| N-gram Model | Word Prediction |
| shinyapps.io | Application Hosting |
Application Performance
Application Demo
Shiny Application URL
Sample Predictions
| Input Phrase | Predicted Word |
|---|---|
| i love | you |
| good morning | everyone |
| how are | you |
| thank | you |
Future Improvements
- Improve prediction accuracy.
- Display top three predictions.
- Add probability scores.
- Enhance user interface.
- Use larger datasets.