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Online Assignment Plagiarism Checker Project Using Data Mining

This document describes an online plagiarism checker project that uses data mining. It detects plagiarism by measuring similarities between texts, keywords, verbatim overlaps, and paraphrased works. The system has modules for faculty and students - faculty can add topics and view assignments, while students can upload and view past assignments. It uses a waterfall development model and requires hardware like a computer and internet connection, as well as software like Visual Studio and SQL Server. The system provides accurate and efficient plagiarism detection in a simple, easy to access way.

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279 views5 pages

Online Assignment Plagiarism Checker Project Using Data Mining

This document describes an online plagiarism checker project that uses data mining. It detects plagiarism by measuring similarities between texts, keywords, verbatim overlaps, and paraphrased works. The system has modules for faculty and students - faculty can add topics and view assignments, while students can upload and view past assignments. It uses a waterfall development model and requires hardware like a computer and internet connection, as well as software like Visual Studio and SQL Server. The system provides accurate and efficient plagiarism detection in a simple, easy to access way.

Uploaded by

kill meh
Copyright
© © All Rights Reserved
We take content rights seriously. If you suspect this is your content, claim it here.
Available Formats
Download as DOCX, PDF, TXT or read online on Scribd
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Online Assignment Plagiarism Checker Project

using Data Mining

Plagiarism is defined as to take or theft some work and present it has one’s
own work. This grammar and plagiarism checker system is used to analyze the
plagiarism data. Plagiarism affects the education quality of the students and
thereby reduce the economic status of the country. Plagiarism is done by
paraphrased works and the similarities between keywords and verbatim overlaps,
change of sentences from one form to other form, which could be identified using
WordNet etc. This plagiarism detector measures the similar text that matches and
detects plagiarism. Internet has changed the student’s life and also has changed
their learning style. It allows the students to get deeper in the approach towards
learning and making their task easier. Many methods are employed in detecting
plagiarism. Usually plagiarism detection is done using text mining method. In this
plagiarism checker software, user can register with their basic registration details
and create a valid login id and password. By using login id and password, students
can login into their personal accounts. After that students can upload assignment
file, which will further divide into content and reference link. This web application
will process the content, visit each reference link, and scan the content of that
webpage to match the original content. Also, students can view the history of
their previous documents. Students can also check the grammar mistakes on the
content.
 Modules:

The system comprises of 3 major modules with their sub-modules as follows:

Faculty

 Login: Faculty can login using credentials.

 Add Topics: Faculty can add topics

 View Assignment: Faculty can view the student’s assignments

 Change Password: Faculty can change the password

Student

 Login: Students can login using credentials

 Upload Assignment: Student can upload their assignments.

 View Previous Uploads: Student can view previous uploaded assignments.

 Change Password: Students can change their passwords.


Project Lifecycle:

Description
The waterfall Model is a linear sequential flow. In which progress is seen as
flowing steadily downwards (like a waterfall) through the phases of software
implementation. This means that any phase in the development process begins
only if the previous phase is complete. The waterfall approach does not define the
process to go back to the previous phase to handle changes in requirement. The
waterfall approach is the earliest approach that was used for software
development.
 Hardware Requirement:

 i3 Processor Based Computer or higher


 Memory: 1 GB
 Hard Drive: 50 GB
 Monitor
 Internet Connection

 Software Requirement:

 Windows 7 or higher
 Visual Studio
 SQL Server
 Google Chrome Browser
 Advantages

 The system designed to detect similarity among text documents


calculates content similarity among specified documents.
 Checking for code also, that is structure-oriented detection.
 Implements WordNet, this will detect synonyms as well.
 Applying efficient string-matching algorithm, which will further
reduce the time and increase the efficiency.
 This system is simple and easy to access.
 System will give accurate results based on the content provided.
 This system will generate results in very less time.

 Limitation
 Active internet connection required.
 If user uploads an incorrect document, then the result won’t be
accurate.

 Application
 This system can be used by the multiple peoples to get the
counselling sessions online.

 Reference
 https://shsu-ir.tdl.org/shsu-ir/bitstream/handle/
20.500.11875/1164/0781.pdf?sequence=1
 https://ieeexplore.ieee.org/document/6208293/
 https://ieeexplore.ieee.org/document/4679917/

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