Adil Khan 9 months ago
AdiKhanOfficial #FYP Ideas

AI-driven web portal for online shopping

Due to covid-19 situation most of the shopping is shifted online. Our project is basically about a shopping website. Sometimes it happens that while scrolling through online shopping website we did not find the product of our interest therefore we move to another website and sta

Project Title

AI-driven web portal for online shopping

Project Area of Specialization

Artificial Intelligence

Project Summary

Due to covid-19 situation most of the shopping is shifted online. Our project is basically about a shopping website.
Sometimes it happens that while scrolling through online shopping website we did not find the product of our interest therefore we move to another website and started scrolling that website and vice versa. So,  one of the advantages of our website will be, there will be products from multiple websites and if the product data change in that particular website then it will automatically change in our website. So, in short data will be properly synchronized with that website.
Then here comes the most important part of the project that will make our website different from the other website i.e., when the customer needs a product and he search for the product. Then our website will display a recommended product. By recommended products we mean our website will show only those products which are best products among them. We will find best products by looking at the ratings, brand, warranty, selling rate, etc. 

  1. Suppose if the customer wants to buy a mobile so the mobile values are different in different websites. Let's say website ABC have a mobile of Price XYZ with no discount.
  2. But on the other website DEF  the same mobile of price less then the mobile  price in website  ABC as in  website DEF they offering some discount. 
  3. So it will be quite beneficial for the customer.

In short will use machine learning algorithms along with we will see the patterns of the customer and then in return by looking at the patterns we will display the products and in this way it will proved to be time saving for them instead of going through different website to search for the desired product as we will be going to provide them with the possible available products at a go.

Project Objectives

Our basic objective is to generate a system that is benificial for the online customers. Our objective is explained by the following sceanario:

  1. Suppose if the customer wants to buy a mobile so the mobile values are different in different websites. Let's say website ABC have a mobile of Price XYZ with no discount.
  2. But on the other website DEF  the same mobile of price less then the mobile  price in website  ABC as in  website DEF they offering some discount. 
  3. So it will be quite beneficial for the customer.

Project Implementation Method

  1. Data Collection from multiple websites through web scrapping.
  2. Data Synchronization with those websites
  3. Applying machine learning Algorithm
  4. Training
  5. Testing 
  6. Making of Shopping website
  7. Need to create a server in which our database will be stored.
  8. Integration of data with shopping website 

Benefits of the Project

  1. Data from multiple shopping website is in one platform.
  2. Helps the customer to choose which product.
  3. It will help  the cuustomer in doing savings.
  4. Alsoi suggect that product that have good ratings and reviews.
  5. Along enables the customers choose that products that will provide the facility of free shipping

Technical Details of Final Deliverable

  1. Data Collection from multiple websites through web scrapping.
  2. Data Synchronization with those websites
  3. Applying machine learning Algorithm
  4. Training
  5. Testing 
  6. Making of Shopping website
  7. Need to create a server in which our database will be stored.
  8. Integration of data with shopping website 

Final Deliverable of the Project

HW/SW integrated system

Core Industry

IT

Other Industries

Core Technology

Artificial Intelligence(AI)

Other Technologies

Sustainable Development Goals

Good Health and Well-Being for People, Responsible Consumption and Production, Partnerships to achieve the Goal

Required Resources

Item Name Type No. of Units Per Unit Cost (in Rs) Total (in Rs)
Printing Miscellaneous 130003000
Buying of Domain Name Miscellaneous 125002500
Other Miscellaneous 130003000
Total in (Rs) 8500
If you need this project, please contact me on contact@adikhanofficial.com
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