NLP Based Content Moderation Solution

Abstract

The objective of this project is to improve the modeling of tagged consumer generated content (e.g., Product Reviews) for downstream analytics and data mining. One of the primary goals of the project will be content tagging for Product Flaws, Product Suggestions, Shipping Issues, and Customer Service issues. I will be using various NLP techniques to process raw data and prepare the dataset. Once the dataset is prepared, I will use classification techniques, Machine learning and deep learning models for content analysis. This project work will use Python and SQL languages. Final project report will contrast different methodologies, so that we can choose the best solution for a given content tag.

First Name
Jayeeta
Last Name
Roy
Organization
Supervisor
Date
Spring 2019