Movie Genre Classification from Subtitles

Domain Background

In this project, aim is to categorise movies into genres by analysing Arabic subtitles with machine learning techniques.

main stages:

1- cleaning data: Pre-process arabic text (remove diacritics, punctuations and repeating characters.

2- text extraction:

• remove stop words.
• stemming using Khoja Stemmer : http://zeus.cs.pacificu.edu/shereen/research.htm with command line and connect it with python.
• caculate the ferquancy of every word in each genre to use it later in claasfiation phase.

3- classification.

4- testing.

install:

• [NumPy]
• [Pandas]
• [NLTK]
• [Matplotlib]

You will also need to have software installed to run and execute jupyter notebook.

Data:

download Arabic subtitles from http://subscene.com/ it contains 20 subtitle for each genre. you can find it in subtitles dirctory.

How to Contribute:

git clone https://github.com/Nourahussein/Movie-classfiction-pased-on-it-s-Arabic-subtitle

cd Movie-classfiction-pased-on-it-s-Arabic-subtitle