In this presentaion we enlighten the Next Word Prediction App. Goal of the app: Finish a sentence automatically by predicting the next word. How does the app work: One enters a sentence and the app automatically predicts the next word that should come at the end of your sentence. Instructions for using the app: Follow this link to the app: https://iellis.shinyapps.io/capstone_4/ Enter a sentence in the box where above is written: Please enter here your sentence
The app is based on an NLP algorithm An N-Gram model was used where word groups of 2,3 or 4 words predict the next word The data input is sourced from Twitter, News and Blogs Profanity words are filtered out, so sentences wont end with bad words A good dictionary is used to make the trainingdataset representative