Secure E-Learning Using Data Mining Techniques

Objective

The main objective of this system is to develop the enhanced security for e-Learning application through the data mining techniques which will be a booming application of this era.

 Project Overview

Data mining is the concept for extracting the appropriate data from the large set of database. In today’s world it is widely used for many applications where learning applications is one of the major part. The e-Learning is the booming technology where anyone can learn everything from any part of the world. It is the digital way of learning the concepts and does not require the help of other persons to do so. It also requires the large space for data storage such as user information, course records and course details and so on. There are lot of learning applications available on the internet among which some might be subjected to frauds. So the security is the demanding thing every users looking for to protect their details. The users also seek for flexibility of using the applications. Thus the admin acts as the major source for providing the security in this system. The users should be authenticated to access the materials available on the internet. The encryption and decryption on the study materials has been performed in this study in order to avoid access by the people outside the platform.

Proposed System

            This system proposes the development of secured e-learning application where it allows only the authorized people to access the services. For the user to authorized the cryptographic algorithm is used where the secret key is send to the user’s email id. The user is allowed to access the platform only after he/she authenticates the secret code by entering in the website.

            This system also includes various services. They include the following

• Discussion forum
• Online test
• Rating based review of the database contents
• Filtered web search

The discussion forum allows the user to post the queries and discuss about the new

concepts. The feedback collected will be used for the development of the sites. This secured learning allows user to analyse their knowledge standard by taking online tests. The test results will be analysed by the admin authorization. The rating and reviews would act as an impression board for the users to understand the application well. So this application also welcomes the user’s ratings. The security has been implemented in order to eliminate the fake ratings by which people can be deceived easily and it is the modern technique employed widely in the market to make their apps popular. The filtered web provides the best outcome of search when the user enters the keyword by eliminating the unwanted page loads. The elimination of unwanted page loads also saves more space and time in the system.

Software Requirements

• Windows OS
• Weka
• Rapidminer

Hardware Requirements

• Hard Disk – 1 TB or Above
• RAM required – 8 GB or Above
• Processor – Core i3 or Above

Technology Used

• Encryption
• Data Mining
• Business Intelligence

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