tyasemin / Speech-Recognition-and-Recommender-Systems

My graduation project for Computer Engineering Department.

Speech Recognition And Recommender Systems

Assistant Base

Training Data

Training data file was named as "intents.json" and some of the data which is used in the project showed below

Available Functions

Except movie recommendation, smart voice assistant can tell date and time, add notes, open google and youtube, search on the internet. These functions can be increased due to the needs.

Basic and Referenced Movie Recommendation

Data of Used in The Recommender System

Some of the IMDB data used for the recommender system.

If the user wants to take recommendations randomly, the basic recommender system function runs. The recommender system evaluates movies in the data based on IMDB weighted rating function and takes the top 30 of them. After that tells one of them randomly.

IMDB Weighted Rating Formula

Another option is user gives a movie example to the assistant and takes it as a reference for the new movie recommendation.