Website Evaluation Using Opinion Mining
Objective
This system aims to perform the evaluation on the website by means of opinion mining. The opinion of the user by means of rating and feedback is taken into account for the optimal search.
Project Overview
Based on today’s scenario numerous websites are into existence in each and every domain on daily basis. This enormous growth makes the users to tremble to adopt the best website for their usage. So the website evaluation came into existence and this evaluation is performed using various techniques. In this study the website evaluation is performed using the data mining technique. For this analysis the opinion of the user is to be considered. The user opinion plays a vital role in deciding the performance of the product. The user opinions can be reviewed by means of feedback and the rating provided by them. The criterion for the evaluation would be genuineness of the site, support offered by the website and the delivery in time after each online transactions. Thus the genuine quality of the website could be identified easily and the result will be more appropriate since it uses the mining technology. This also reduces the overhead of the users in opting the best website.
Proposed System
The website evaluation by means of data mining is performed in order for obtaining the best website. The good website should be of genuine and should make online transactions on time.The sentiment analysis will be performed on the information that are obtained and stored in database. The database contains the user ratings and the feedback which are classified as positive and negative using the sentiment analysis technique. The keywords will be based on the timely transaction, genuineness and frauds. This system matches the keywords against the database to provide the appropriate optimal solution. The following modules are included in this system.
- Admin login
- User login
- Rating calculation
- Sentiment analysis
The admin of this system make a login using admin id and he has the authorization of adding and deleting the websites. The summing up of websites and keywords in this system are performed by the admin based on the timely deliver on the online transaction and the support provided by the website. The user login is allowed only for the authorized users and the user can make their ratings about the websites. They are allowed to provide comments and has the authorization of looking others comments in order to get the clear view of the website. The rating on the product has been calculated in order fr obtaining the clear insight. This system classifies the comments of the user into positive and negative by using the sentiment analysis. This makes the analysis process easier thereby differentiating the contents in the database. Thus the opinion mining on the user comments are performed for the optimal analysis of the websites.
Software Requirements
- Windows OS
- SQL
- Visual Studio
Hardware Requirements
- Hard Disk – 1 TB or Above
- RAM required – 8 GB or Above
- Processor – Core i3 or Above
Technology Used
- Data Mining
- Sentiment Analysis
Leave a Reply