The admission or registration process of college is necessary on periodic basis in every educational institution. It should be accurate and less bulky. This manual process of student registration and result generation is always bulky and tedious. All these problems can be eliminated if the college system is automated. By automating this system, the examination coordinators can easily conduct the registration of students and the generation of results systematically. The system is an efficient, decisive resource for institutions and students. It will help at different levels for bringing reliability, efficiency, scalability, transparency and robust solutions. By automating the college system, the results can be declared in a flexible manner and most importantly it will be error free and student registration, filling of online exam form, revaluation form for respec- tive subjects, filling of KT form, generation of hall tickets and respective results etc. Also the students will be able to check their marks for every practical, oral, term works, unit tests along with the final theory exam mark sheets. So an attempt has been made to make it easy for exam cell staff as well as the students.
List of Figures
- Web Browser...............................................13
- MySQL Logo...............................................13
- System Architecture...........................................15
- EER diagram...............................................18
- DFD Level 0...............................................19
- DFD Level 1...............................................20
- DFD Level 2.1..............................................21
- DFD Level 2.2..............................................22
- Component Diagram..........................................23
- Flowchart: Login Process.......................................25
- Flowchart for Generation of Exam Form/K.T. Form......................26
- Flowchart on Generation of Results................................27
- Flowchart on Generation of Gazette Copies...........................28
- Sequence Diagram 1..........................................29
- Sequence Diagram 2..........................................30
- Activity Diagram............................................31
- Gazette Output 1.............................................34
- Gazette Output 2.............................................35
- Gazette Output 3.............................................36
- SGPA Formula..............................................41
- CGPA Formula..............................................41
List of Tables
4.1 CGPI Grading System.............................................17
- Letter Grades with respective Grade Points...........................42
- CGPI Grading System.........................................42
A: A stands for Excellent performance having a Grade Point of 9 with corresponding percentage between 75.00% to 79.99%
An Automated System is to automate the manual processes of exam-cell.
B: B stands for Very Good performance having a Grade Point of 8 with corresponding percentage between 70% to 74.99%
C: C stands for Good performance having a Grade Point of 7 with corresponding percentage be- tween 60.00% to 69.99%
CGPI is Cumulative Grade Performance Index which is a type of grading system used by the Mumbai University to grade the students for their overall performance in the Institute.
D: D stands for Fair performance having a Grade Point of 6 with corresponding percentage be- tween 50.00% to 59.99%
Drop term is used when a student has number of KTs for which a year is held back.
Database is the collection of information altogether stored in structured format from where the data (information) about the respective entities can be extracted.
DFD stands for Data Flow Diagram, comes under the category of UML diagrams which defines the processes flow at different levels.
E: E stands for Average performance having a Grade Point of 5 with corresponding percentage between 45.00% to 49.99%
External Assessment are the marks of a student obtained by appearing for a external theory examination.
F: F stands for Fail having a Grade Point 0 with corresponding percentage of Less than 40.00%
G: Gazette is a special format used by the Mumbai University to accept the records i.e. the results of the students from individual institutes.
H: Hall-Ticket, a parchment necessary for appearing for an examination which consists of valid details for the students.
I: Internal Assessment are the marks obtained by calculating the marks of the student in the in- ternal tests, the termwork and the attendance record.
K: K.T. stands for Keep Term. A student if fails in a particular subject is known as a K.T. where the student doesn’t lose a year for a single subject. O: Ostands for Outstanding performance having a Grade Point of 10 with corresponding percent- age of 80.00% and Above
P: P stands for Pass performance having a Grade Point of 4 with corresponding percentage be- tween 40.00% to 44.99%
S: SGPI is Semester Grade Performance Index which is a type of grading system used by the Mumbai University to measure the performances of the students semester wise.
U: UML stands for Unified Modeling Language is a general purpose modeling language used widely in the field of software engineering through which the design of a system can be under- stood thoroughly.
Use Case is a Diagram which defines the interactions between external entities and the system.
Chapter 1. Project Overview
Most of the important processes in the institutes are carried out manually such as the registration of the students, managing huge information about students, faculty members i.e. the teaching and non-teaching staff, managing documents for different entities which leads to enormous bulk of work. This results in poor efficiency, lots of documentation which again leads to unmanage- able data, tedious process and requires a lot of time and human resource. The main goal of the Exam Cell Automation System is to minimize these workloads and make the Exam Cell process much more convenient to follow. The Exam Cell processes include the managing of student’s academic status distinguished by the year, the departments, the classes as well as with respect to subjects. The Exam Cell process also includes the generation of hall tickets, the generation of exam forms along with the k.t. forms, the generation of results, the generation of gazette copies etc. These all processes are carried out either manually or with the help of some third party software. The use of multiple software for carrying out a process is never considered efficient.
The current examination process system is a complete manual work system which results in tedious work. It is necessary to manage registrations and admissions of students in periodic time at the educational institutes. The current system deals with the manual entries of the in- formation about the students which leads the system prone to errors. The errors which might occur are the loss of data, data redundancy, time consuming process etc. The current system needs a lot of labour work as all the activities are done manually. The current system not only increases the workload for the exam-cell staff members managing the registration and admission processes but also increases workload for the students. The collec- tion of Results, Mark sheets, Hall tickets becomes a complicated and bulky process. Managing hard copies stack by stack becomes a tedious work for the exam-cell staff.
1.2 Problem Definition
This project consists of several modules which are used in the exam cell process. The project represents an automated system which ensures the reduction of the tediousness, more effective work and systematic management. The project deals with the registration of students, the faculty members, generation of automated exam form as well as the k.t. form. It will also generate the automated results for the students which can be accessed remotely. The project is capable of checking the eligibility of the students i.e. if they’re eligible for the next semester, based on which respective hall tickets will be generated for the students.
1.3 Current Systems
The existing systems implemented in educational institutes are traditional systems in which all the work is done by hand. Some of the systems which generate the Gazettes as per Mumbai University are VIVA and Khushi systems.
1.4 The Problems with Current System
The current systems are traditional systems which support manual processes leading to huge time consumption and stack of hard copies. The systems make the processes delayed and more prone to errors as the work is performed by hand. The systems stated above namely VIVA and Khushi have some limitations. The institutes need to pay huge amount for these systems every year, which then generates the Gazette copies. However, the systems do not provide all the functionality required by the institutes.
1.4.1 Advantages Over Current System
The system generates the Gazette copies, helps the students to preview their results of their unit tests, their practicals and viva marks, their term work marks before the actual result is displayed. The students will not have to wait for the actual result date to preview these marks.
1.5 Goals and Objectives
Currently the Exam cell activities includes a lot of manual calculations and are mostly paper based. This makes the process tiresome. This project aims to bring in a centralized system that will ensure the tasks and activities related with the examination can be effectively managed. The system allows the student to register themselves into the system, they can view their academic status on the system. There is no need for the students to stand in long queues for different activities such as the filling of exam form or the k.t. form, the viewing of results etc. The project will provide an easy and efficient way for the processes to be automated which will reduce the workload of the exam cell staff by a heavy extent.
1.6 Scope and Applications
The scope of the project is: All the examination related work for the students can be done using this system. It will provide faster and easier access for updating records as the paper work will reduce. All the students related database can be retrieved at any time by authorized personnel. Application support and maintenance after deployment will be provided to production. The System can be customized as per the requirements of the college.
Chapter 2. Review Of Literature
2.1 XamClick Exam Cell Automation System
(by Harsha Khutafale, Hardika Mate, Vaishnavi Sabnawis, Prof. Nilesh Patil, International Journal of Advanced Research in Computer Science and Software Engineering-2016)
Xamclick Exam Cell Automation System is a proposed system published in the International Journal of Advanced Research in Computer Science and Software Engineering-2016. The sys- tem proposes to reduce the manual work which requires extra efforts and extra time to process. The system was proposed by the educational institute ’Rajiv Gandhi Institute of Technology’ to maintain records of the students. The system focuses on presenting information in easy and intelligent manner which provides facilities like online registration, profile creation of students which will lead to reduce the paper work in the institutes.
The biggest weakness in this system is the security. The proposed system is prone to security attacks, password cracking which may lead to fabricated data or loss of data. This will result in a very critical condition for the system as well as the institute. The risk of loss of data will force the institute to manage records manually which leads to bulky work, large number of documents, increased workload and the system will become more prone to errors.
2.1.3 Overcoming Drawbacks
Our system will overcome security problem by automating maximum processes of exam cell. Each and every user will be given specific privileges through which the users will not be able to access any other information. The Faculty members who are responsible for entering the marks into the system will be given privileges for a specific time. They need to submit the marks to the system in the given duration, after which the privileges will be taken from them, making the entries non editable. This will not only increase the security of the system but also the reliability and efficiency of the system.
2.2. Exam-Cell Automation System: Nevonprojects.com 
Currently Exam cell activity mostly includes a lot of manual calculations and is mostly paper based. The project aims to bring in a centralized system that will ensure the activities in the context of an examination that can be effectively managed. This system allows students to enroll themselves into the system by registering their names or by sharing details to admin. This is done by providing their personal and all the necessary details like Name, email, examination, semester, etc. The provided details are then entered by admin into the system to create their hall tickets and also creates login id and password for them. After creating the hall ticket, the system mails the link of soft copy to every student who have registered. Students containing link in the mail can view and print the hall ticket and also can login into the system using login id and password to modify or update their details like Phone number, email-id, etc. Admin is also responsible for generation of mark sheets for every registered student. There will be total three to six semesters where each semester contains maximum seven subjects. Admin can enter the marks of every student into their respective mark sheet using the systemâTMs GUI or via Database entry. Every student mark sheet will be created and printed separately. Thus on a whole it serves as a complete automated software which handles the every tedious and complex process handled during the examination times by the exam cell of a college.
Accuracy Issues: A computerized system alone does not ensure accuracy, and the warehouse data is only as good as the data entry that created it. As the system is online, the student may fail to receive email or any important notification
2.2.3 Overcoming Drawbacks
Our system will ensure the security for the users which the above system fails to ensure.
2.3 Automated Examination Support System
(by Bondre Ru- tuja Avinash, Durgi Varsha Vijaykumar, Mohite Prad- nesh Rajeev, Parkar Vishal V, International Journal of Current Engineering and Technology-2015)
The Automated Examination Support System is a proposed system published in the Inter- national Journal of Current Engineering and Technology. The system deals with the activities related to examination. The system proposes to generate hall tickets, generation of results etc. The system provides different permissions and accessibility rights to different users as per the requirement. The system will produce data for all the users in the system if wanted access to providing no privacy or secrecy. Each user will have his/her working status displayed on the system.
Even though the proposed system is related to all the examination processes required by the University of Mumbai, the system doesn’t provide any effort in generating mark sheets as well as generation of gazette copies. The system only deals with calculation of CGPI and SGPI by the use of formulae for conversion of percentage into grade point indices.
2.3.3 Overcoming Drawbacks
Our system will overcome the drawback of not generating the results by providing a function of Gazette copy generation along with Mark Sheet generation as per the requirement of the University of Mumbai. Our system provides a convenient environment for users by giving them flexibility into the system.
2.4 VIVA & KHUSHI
The University of Mumbai suggested two systems for easing the Exam Cell Process. The two systems are VIVA and KHUSHI. VIVA is a software developed by the VIVA College, Virar, Thane. The VIVA software is a gazette generator which takes the data input from the excel sheets and converts it into gazettes by inserting the data in the gazette format provided by the University of Mumbai. KHUSHI is an automated software which processes multiple activities leading to faster and convenient processes in the exam cell. KHUSHI produces analysis reports, generates gazette copies, maintains student history along with different multiple activities.
For just the Generation of Gazette copies, VIVA costs around 35000/- INR along with a yearly maintenance of 5000/- to 10000/- INR, a huge amount for a single process. KHUSHI alone costs 150000/- INR, a one time price with maintenance support. The history maintained in this system is in the form of Excel Sheets which can be easily edited by any non authorized person if accessed which is harmful to the institute.
2.4.3 Overcoming Drawbacks
It is not necessary to pay such huge amount for some processes to be automated. Our system will provide a free trial for a specific period for institutes. Our System will be fixed to low cost for convenient use as the cost price shouldn’t be an issue. Our system will generate the mark sheets along with gazette copies as required by the University of Mumbai. Unlike above software, our system will store data in databases and not in Excel Sheets which is much more secure and difficult to extract. The access to student’s record will be available on just a query to the database. Similarly, changes can be made in the database by the authorised person if required just by throwing a query into the system. The databases will be given privileges and access rights to particular users through which the security of the system will be enhanced.
2.5 PDF Marksheet Generator
(Sanket Mandare, Tyagraj Son- awane, Aman Trivedi, K. T. V. Reddy, I.J. Information Technology and Computer Science, 2014)
PDF Mark sheet Generator is a system which generates mark sheet for individual student. The admin of the system enters the marks of each student. That information will be stored in internal collection information database. Percentage and grade is calculated manually. After the marks of all the students is entered by the admin of the system, Gazette is generated and then by clicking the mark sheet generator button. Then application generates the mark sheet of all the students automatically with the grades calculated. Mark sheets will be in PDF format.PDF mark sheets cannot be easily tampered with and require use of complex software. The PDF file of mark sheet of every student will be stored in mark sheet database. And then application makes mark sheets available via Internet on demand.
The major drawback of the system is PERCENTAGE and GRADES are calculated MANU- ALLY. It increases the workload of the staff and as it is processed manually there are chances of making mistakes. A lot of time is consumed in performing calculations. The system is per- forming only two functions that is generating Gazettes and then the Mark sheet of individual student.
2.5.3 Overcoming Drawbacks
Our proposed system calculates percentage and grades automatically and not manually, which eliminates the chance of any mistakes or errors. In addition to this, it provides various different functions for ease to Exam Cell Staff, Head of the Department, Faculties and Students. All the details are stored in the database so it can be easily retrieved by the exam cell for checking or updating the details. Gazette is generated automatically, no extra time or efforts of the Exam Cell staff are required to list out the students who have cleared the semester or the students with A.T.K.T.
2.6 Technological Review
PHP is a server-side scripting language designed primarily for web development but also used as a general-purpose programming language. Originally created by Rasmus Lerdorf in 1994, the PHP reference implementation is now produced by The PHP Development Team. PHP originally stood for Personal Home Page, but it now stands for the recursive acronym PHP: Hypertext Preprocessor.
MySQL is an open-source relational database management system (RDBMS). Its name is a combination of "My", the name of co-founder Michael Widenius’ daughter, and "SQL", the abbreviation for Structured Query Language. The MySQL development project has made its source code available under the terms of the GNU General Public License, as well as under a variety of proprietary agreements. MySQL was owned and sponsored by a single for-profit firm, the Swedish company MySQL AB, now owned by Oracle Corporation. For proprietary use, several paid editions are available, and offer additional functionality.
Dia has a modular design with several shape packages available for different needs: flowchart, network diagrams, circuit diagrams, and more. It does not restrict symbols and connectors from various categories from being placed together. Dia has special objects to help draw entity- relationship models (obsoleted tedia2sql or newer parsediasql can be used to create the SQL DDL), Unified Modeling Language (UML) diagrams, flowcharts, network diagrams, and simple electrical circuits. It is also possible to add support for new shapes by writing simple XML files, using a subset of Scalable Vector Graphics (SVG) to draw the shape.
Dia loads and saves diagrams in a custom XML format which is, by default, gzipped to save space. It can print large diagrams spanning multiple pages and can also be scripted using the Python programming language.
Chapter 3. Requirement Analysis
3.1 Platform Requirement
The supported Operating Systems for client include: Linux, Windows, Mac OS.
3.2 Software Requirement
The Software Requirements in this project include:
Figure 3.1: XAMPP
XAMPP is a free and open source cross-platform web server solution stack package developed by Apache Friends, consisting mainly of the Apache HTTP Server, MariaDB database, and interpreters for scripts written in the PHP and Perl programming languages.
2) Web Browser:
Figure 3.2: Web Browser A web browser (commonly referred to as a browser) is a software application for retrieving, presenting and traversing information resources on the World Wide Web.
Figure 3.3: MySQL Logo MySQL is an open-source relational database management system (RDBMS).
Its name is a combination of "My", the name of co-founder Michael Widenius’ daughter, and "SQL", the abbreviation for Structured Query Language.
3.3 Hardware Requirement
Figure 3.4: Computer A computer or a device is needed to run the developed system.
RAM should be above 2 GB.
32 bit/ 64 bit processors are supported.
Chapter 4. System Design and Architecture
4.1 System Architecture
Figure 4.1: System Architecture
4.2 Usecase Diagram
Figure 4.2: Usecase
|Exam cell Process Automation
|ExamCell Process Automation is website which automates a number of exam process. Each User has their own account with which he/she can easily perform his/her tasks. The faculty can maintain the student marks details for each class in more organized way. Students can view their results and important links and the workload of exam cell co-ordinator reduces. The generation of gazette becomes easy and fast.
|Exam Cell Co ordinator, Teaching faculty and Students
|Must have a login ID to get access to website.
|Students will get to view the Result.
|Generation of Gazette.
|Fetching Marks details from the faculty and generating gazettes.
|Frequency of use
|Anytime. Mainly during examinations.
Table 4.1: CGPI Grading System
4.3 EER Diagram
Figure 4.3: EER diagram
4.4 Data Flow Diagrams
4.4.1 Level 0 DFD
Figure 4.4: DFD Level 0
Data Flow Diagrams
4.4.2 Level 1 DFD
Figure 4.5: DFD Level 1
4.4.3 Level 2 DFD
220.127.116.11 Level 2.1
Figure 4.6: DFD Level 2.1
18.104.22.168 Level 2.2
Figure 4.7: DFD Level 2.2
Figure 4.8: Component Diagram
Chapter 5. Methodology
5.1 ExamFlex (Exam Cell Automation System)
The students and the faculties will be registered first followed by the collection of information about the students and the respective faculty members along with the exam-cell staff members. The system will generate the hall tickets, results and also the mark sheets for the students. If the student has any k.t., the k.t. form will be generated for the students, same as for revaluation. The marks will be entered by the exam-cell staff as well as by the faculty members. The system will detect if the student is eligible or not so will generate its respective hall tickets. The system will also allow the students to view their results from any remote access, print their hall-tickets for which they need not to stand in long queues and make the process tedious. This system will allow the students to access the exam form, k.t. form generated automatically, remotely. The processes will be automated by implementing this system and the workload will be reduced to a great extent. The system will also generate the gazette copies for the student’s results needed by the university through which the efficiency of the exam cell process will be increased, as there won’t be any need to use multiple software. In this system, input will be the marks of the students of their theory exams, practical exams, internal assessment and term work. Grades and pointers of student can be calculated according to rules, formulae and ordinances. Our system is divided into various modules 1. Login Module 2. Generation of Exam Form/ K,T. Form 3. Generation of Results 4. Generation of Gazette Copies
5.1.1 Module 1: Login
Figure 5.1: Flowchart: Login Process
The Login module of the system is the initial stage of the system. It will check for the valid registered users. If the usernames and passwords match, the system will identify the type of user whether its a student, faculty or some other. Based on the verification and identification process the system will redirect the users to their respective homepages.
5.1.2 Module 2: Generation of Exam Form
Figure 5.2: Flowchart for Generation of Exam Form/K.T. Form
The generation of Exam Forms or the K.T. Forms will depend upon the eligibility criteria and the result status for the student. If the student is eligible for the current semester, a regular form will be automatically generated whereas if the student is not eligible for current examination, a K.T. form wil be generated. However, if a student is eligible for the current semester but also has k.t. in previous semesters, both the Regular Exam Form as well as the K.T. Form will be generated.
5.1.3 Module 3: Generation of Result
Figure 5.3: Flowchart on Generation of Results
The logged in student after the examinations doesn’t need to stand in long queues for the col- lection of the result. The student need to select the option for the Result, where the system will fetch all the required details for the particular student, the department, the semester, the marks, which will be filled in a standard mark sheet format along with calculated percentage and SGPI/CGPI.
ExamFlex (Exam Cell Automation System)
5.1.4 Module 4: Generation of Gazette
Figure 5.4: Flowchart on Generation of Gazette Copies
Gazette is a standard format document which is needed by the Mumbai University to store the details of the students. It has a particular format which has to be followed. After the examinations are conducted, the marks are entered in the system database, the system will fetch the student records, their marks along with the information about their department, the semester and also the format of the gazette. The system will produce gazettes for the University of Mumbai containing information about the students.
5.2 Sequence Diagrams
Figure 5.5: Sequence Diagram 1
Figure 5.6: Sequence Diagram 2
5.3 Activity Diagram
Figure 5.7: Activity Diagram
Chapter 6. Implementation Details
6.1 Assumptions And Dependencies
We assume that using an effective web page will increase the flexibility of usage.
Students and faculties must be given an introduction on the functions performed by the system.
Internet connection is required.
The system is mainly dependent on the working done using PHP and mySQL for the database. The required items are fetched from the database such as the the student details along with his/her department/class/roll-no./marks and the result is then calculated. The exam cell staff has the authority to enter only the student theory marks, all the other respective marks are entered by the the subject teacher himself/herself. Once the users are logged in, they are provided with certain privileges which are restricted to the category they belong. The conditions and the restrictions are put with the help of PHP language. The UI pages are developed with the help of a framework named Bootstrap. For the generation of Gazette, an algorithm is developed, which checks the conditions, the marks, and calculates respective grades; with the help of which it calculates the final result in the terms of index pointers (SGPI CGPI).
Chapter 7. Results and Analysis
7.1 Test cases and Result
Input Login Test: Wrong Username Password
Output Login Test: Message displayed: Incorrect Username/Password
Error: No Error Found
Input Login Test: Right Username Password
Output Login Test: Logged in Succesfully
Error: No Error Found
Input test: Marks less than Minimum
Output test: Denoted by ’F’
Error: No Error Found
Input test: Generate PDF
Output test: No Operation
Error: Error found: Irresponsive function
It contains the result of output of your project. The output can be numeric or graphical based. Represent or write down the results in tabular form if applicable and analyze that by using graphs or charts. Also make a comparison of your work with the existing one(s).
7.2 Analytical Discussion
Figure 7.1: Gazette Output 1 In the above figure, according to the class selected the results of the respective students are calculated and displayed. A limit of 4 students is applied for a single copy.
Figure 7.2: Gazette Output 2 In the above figure, according to the results, the failed students will be highlighted by the system automatically and thus the exam cell staff doesn’t need to search for the failed students.
Figure 7.3: Gazette Output 3 In the above figure, as per the strength of the class, the system will generate the gazette. Last page of all the gazettes generated are shown in the figure.
Chapter 8. Conclusion and Future Scope
Ultimately the result of the implementation of this project will lead to reduce the workload of the students, the faculty members and the exam-cell staff. The result would be a fully-fledged working Automated Examination Process System. Apart from this the students will be able to view their results, their academic status on the system itself. The faculty members will be able to enter the marks for respective subjects for the students. The Exam-cell staff will be able to enter the external examination marks of the students. The Head of the department will be able to monitor the status of the students as well the marks verification and validation for the students will be done by the head of department. There won’t be any need to use multiple different systems for different activities. The processes will be covered by the proposed system. This will reduce the tediousness of the manual processes and give a chance for efficient, flexible and automated processes.
For now, the system is limited to a single department of an engineering institute. The system will not work if the internet connection is down.
8.3 Future Enhancement
As the technologies are emerging, it is possible to enhance the system and make it adaptable to desired environment i.e. customize as per the college requirements. For security issues, a technology known as QR Code could be implemented. Using which, the results, databases could be digitalized saving a lot of space and providing faster access. As per the requirements of the University/College, further changes could be implemented in the system making it more reliable, more efficient and convenient for everybody to use it.
XamClick Exam Cell Automation System by Harsha Khutafale, Hardika Mate, Vaishnavi Sabnawis, Prof. Nilesh Patil, International Journal of Advanced Research in Computer Science and Software Engineering-2016
Exam-Cell Automation System: Nevonprojects.com
Automated Examination Support System by Bondre Rutuja Avinash, Durgi Varsha Vijayku- mar, Mohite Pradnesh Rajeev, Parkar Vishal V, International Journal of Current Engineering and Technology-2015
VA Gazette Generator: VIVA College KHUSHI: Exam Cell Automation System
Sanket Mandare, Tyagraj Sonawane, Aman Trivedi, K. T. V. Reddy PDF Marksheet Gener- ator: I.J. Information Technology and Computer Science, 2014
Somdip Dey New Generation of Digital Academic-Transcripts using encrypted QR Code: IEEE
Prof. D. V. Shinkar QR code Authentication System for confidential(digital Mark sheet) Encrypted data hiding and retrieval (Decryption): International Journal of Advanced Research in Computer and Communication Engineering
Trisha Chatterjee, Tamodeep Das, Joyshree Nath, Shayan Dey, AsokeNath Symmetric key cryptosystem using combined cryptographicalgorithms - Generalized modified Vernam Cipher method, MSAmethod and NJJSAA method: TTJSA algorithmâ: Proceedings of Information and Communication Technologies (WICT)
Suraj Kumar Sahu, Sandeep Kumar Gonnade QR Code and Application in India: Interna- tional Journal of Recent Technology and Engineering (IJRTE)
John Enderle, Nicholas Noyes, Abdullah A. AlAqeel Custom report generator: IEEE 26th Annual Bioengineering Conference,2000
Mital Doshi A predictive model for effective higher education: IEEE 2013 International
Chapter 9 Appendix A
9.1 SGPI/CGPI Calculation
Semester Grade Performance Index (SGPI): The performance of semester is indicated by a number called semester grade performance index. SGPI is the weighted average of the grade points obtained in all the courses by the student during the semester.
Figure 9.1: SGPA Formula Cumulative Grade Performance Index (CGPI): An up to date of an overall performance of student from the time he/she enrolled in the university is obtained by calculating a number called cumulative grade performance index. It is calculated in similar manner of SGPI. CGPI is responsible to reflect final pass or fail status of student.
Figure 9.2: CGPA Formula
9.2 Mumbai University Grading System
|Percentage of Marks Obtained
|80.00 and Above
|Less Than 40.00
Table 9.1: Letter Grades with respective Grade Points
9.3 CGPI Equivalent Marks
|Equivalent Percentage Marks
Table 9.2: CGPI Grading System
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