ABSTRACT
Online Store Recommendation System is a web based concept that provides convenient and efficient services that will create the opportunity for the company to advertise their products. Customers can search and view the information details about their desire stores in such a simple way. The problem faced is customers have to go to multiple business sites to find out the information that they need such as the location of the branch and contact number. Instead of having to go to multiple business site, they can just go to one location for all the information needed. They can find all the local stores and shops details under one roof. No need to browse all different sites to get their details. This is a complete unique solution, helps in reducing browsing across various sites either in browser or social media.
INTRODUCTION
Nowadays, people prefer online shopping over traditional shopping experience where they need to stop by at the shop because it is convenient and price are more comparable. This has been researched and most people use online shop not just to buy goods and services, but also to gain knowledge about potential purchases.
Online shopping is the act of purchasing products or services over the internet. Online shopping has grown in popularity over the year, mainly because people find it convenient and easy to shop from their homes or workplaces. One of the biggest challenges of the company is to organizes, stores and retrieves relevant and important information about their branch’s details such as location, agents under their company and the product itself. These all factors are very important to gain optimum competitive in the given market base.
Customers also can get all the information needed by just clicking in the website such as their agents, location, contact number and social media and even about the products if provided. Customers can easily see the details about their desire shop and proceed with the dealing process under one roof. They can directly contact the agents by their phone number and deal with them. Customers also can search the store by categories, states and deal option so they can easily buy the product by cash delivery for free or little bit charges. For those who is in rushed, this is the most efficient way because no need to wait for days for the item to arrive.
Online shopping is the act of purchasing products or services over the internet. Online shopping has grown in popularity over the year, mainly because people find it convenient and easy to shop from their homes or workplaces. One of the biggest challenges of the company is to organizes, stores and retrieves relevant and important information about their branch’s details such as location, agents under their company and the product itself. These all factors are very important to gain optimum competitive in the given market base.
Customers also can get all the information needed by just clicking in the website such as their agents, location, contact number and social media and even about the products if provided. Customers can easily see the details about their desire shop and proceed with the dealing process under one roof. They can directly contact the agents by their phone number and deal with them. Customers also can search the store by categories, states and deal option so they can easily buy the product by cash delivery for free or little bit charges. For those who is in rushed, this is the most efficient way because no need to wait for days for the item to arrive.
PROBLEM STATEMENT
- Customers need to browse all different sites to find the details about their desired store. While searching the products, customer maybe not found certain specification that they want.
- This will just wasting their time and phone storage too since there will be caches and cookies in the phone.
- Customers find it hard for finding the store that they want to buy from since not all the details about the product is provided by the store itself.
OBJECTIVES
- To design a user-friendly website that helps in recommending the best store for user
- To develop a website that apply a decision tree algorithm in recommending the store based on user’s interest
- To evaluate and analyse the recommendation provided by the decision tree algorithm
SYSTEM FRAMEWORK
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ALGORITHM AND TECHNIQUE USED
DECISION TREE ALGORITHM
Decision trees are a simple, fast, tree-based supervised learning algorithm to solve classification problems. Though not very accurate when compared to other logistic regression methods, this algorithm comes in handy while dealing with recommender systems.
RESULT
- Having A dynamic web layout.
- Apply Regular Expression on form for validation.
- Use JavaScript to access the DOM
- Update HTML content via JavaScript
- Use Bootstrap
- Use Decision Tree Algorithm for shop recommendation
CONCLUSION
- The design of the system have been described in detail with techniques such as and data flow diagram, entity relationship diagram, database design, framework, user interface the related processes and data stores.
- Online Shop Recommendation System ease all users to advertise their shop for client and find the desired shop as for customers.
- Hopefully this system can be developed successfully and give benefit for all users.