E-Commerce Website With Fraud Detection Using Machine Learning

Our software will avail us to ascertain the fake unauthentic and spam reviews of any product. It always has been an immense problem that all the buyers face when buying stuffs from e-commerce webstores. Fake and spam comments most of the time manipulate the buyers which deplorably impact on the prod

Project Title

E-Commerce Website With Fraud Detection Using Machine Learning

Project Area of Specialization

Computer Science

Project Summary

Our software will avail us to ascertain the fake unauthentic and spam reviews of any product. It always has been an immense problem that all the buyers face when buying stuffs from e-commerce webstores. Fake and spam comments most of the time manipulate the buyers which deplorably impact on the productivity of the seller at astronomically immense level . With all of our research we have ascertain that fake reviews is still an immensely colossal issue for all e-commerce community. With our software we will be able to detect these fake reviews and abstract them from the database.

Project Objectives

•Fake Reviews Detection:

As this is a E-commerce site with fake reviews detection project so we will be able to detect fake reviews related to any of the webstores product.

•Spamming Detection:

Spamming is also a major issue for ruining the productivity by manipulating the consumers so our project also handles the spam reviews by detecting them.

•Registration of new account.

New users can also create their accounts and explore the products of webstore.

•Viewing and Deletion of Reviews:

As our project is linked with the database so the administrator can easily monitor all the reviews send by any user and can manage the reviews. It can also give us access to delete the fake and spam reviews from the database in order to safe our consumers from manipulation

Project Implementation Method

According our project the Agile methodologies are the best.

This Approach is the more efficient and powerful to ensure the every piece of functionality is  delivered earlier in the development stage.

Tasks are broken into smaller increments that makes it more adaptable to some changes.

A working application is the principle measure of the development progress.

One of the biggest stre.ngths of Agile development is its flexibility. Fixes can be easily made and are    quickly implemented

This methodology follows planning, requirements analysis, designing, coding, testing and  documentation in parallel during the stage of production process. Customer involvement during the development process by getting their feedback improves the confidence of making changes, error free, and customer-oriented approach.

Benefits of the Project

• Purchasing become more efficient.
• Enhanced E-commerce community.
• Enhanced customer experience.
• Fraud free Environment.
• Spam free. Increase productivity

Technical Details of Final Deliverable

Deliverables:
Deliverables are basically the simple chunks of output  in which whole project is divided.

Proposal

Proposal for project was accepted in end of November.

Documentations

Documentations and development will go side by side. Documentation  will be completed by the end of January.

 Web  Development

Front end of website will be completed by the end of January along with  admin module.
 Fake reviews Detection
AI features of website will be completed by the mid of June.

Testing

Testing will be completed by the end of June.

Final Deliverable of the Project

Software System

Core Industry

IT

Other Industries

Core Technology

Artificial Intelligence(AI)

Other Technologies

Sustainable Development Goals

Decent Work and Economic Growth

Required Resources

If you need this project, please contact me on contact@adikhanofficial.com