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Title: :  AUTOMATED DESCRIPTIVE ANSWER EVALUATION SYSTEM USING MACHINE LEARNING
PaperId: :  14253
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 7 Issue 3 2021
DUI:    16.0415/IJARIIE-14253
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Sharmeen Javed ShaikhG. H. Raisoni Institute of Engineering and Management, Jalgaon.
Prerana Sunil PatilG. H. Raisoni Institute of Engineering and Management, Jalgaon.
Jagruti Ashok PardheG. H. Raisoni Institute of Engineering and Management, Jalgaon.
Sayali Vasant MaratheG. H. Raisoni Institute of Engineering and Management, Jalgaon.
Sonal P. PatilG. H. Raisoni Institute of Business Management, Jalgaon.

Abstract

Computer Science & Engineering
Evaluation, Automation, System, Keywords, Descriptive, Answers, Papers, Examinations, Dataset
Nowadays, where the world is moving towards automation so, there is a necessity for automation in educational institutions as well. The manual system for evaluation of descriptive answers involves a lot of time & efforts of the evaluator. When the teacher evaluates any paper manually, the quality of evaluation may vary along with the emotions of the teacher. Hence, the marks distribution can sometimes be inappropriate. Our proposed system can be used instead in order to reduce their burden & allot marks equally. Our system will use machine learning to solve this problem. In Machine Learning, all result is only based on the input data provided. It will evaluate the answer based on the keywords, only one has to scan the paper then, the system will provide the marks according to the dataset present. The main aim of the project is to ensure user-friendly and more interactive software to the institution. Performing evaluation through our system will ensure uniformity in marking as the same inference mechanism will be used for all students.

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IJARIIE Sharmeen Javed Shaikh, Prerana Sunil Patil, Jagruti Ashok Pardhe, Sayali Vasant Marathe, and Sonal P. Patil. "AUTOMATED DESCRIPTIVE ANSWER EVALUATION SYSTEM USING MACHINE LEARNING" International Journal Of Advance Research And Innovative Ideas In Education Volume 7 Issue 3 2021 Page 596-598
MLA Sharmeen Javed Shaikh, Prerana Sunil Patil, Jagruti Ashok Pardhe, Sayali Vasant Marathe, and Sonal P. Patil. "AUTOMATED DESCRIPTIVE ANSWER EVALUATION SYSTEM USING MACHINE LEARNING." International Journal Of Advance Research And Innovative Ideas In Education 7.3(2021) : 596-598.
APA Sharmeen Javed Shaikh, Prerana Sunil Patil, Jagruti Ashok Pardhe, Sayali Vasant Marathe, & Sonal P. Patil. (2021). AUTOMATED DESCRIPTIVE ANSWER EVALUATION SYSTEM USING MACHINE LEARNING. International Journal Of Advance Research And Innovative Ideas In Education, 7(3), 596-598.
Chicago Sharmeen Javed Shaikh, Prerana Sunil Patil, Jagruti Ashok Pardhe, Sayali Vasant Marathe, and Sonal P. Patil. "AUTOMATED DESCRIPTIVE ANSWER EVALUATION SYSTEM USING MACHINE LEARNING." International Journal Of Advance Research And Innovative Ideas In Education 7, no. 3 (2021) : 596-598.
Oxford Sharmeen Javed Shaikh, Prerana Sunil Patil, Jagruti Ashok Pardhe, Sayali Vasant Marathe, and Sonal P. Patil. 'AUTOMATED DESCRIPTIVE ANSWER EVALUATION SYSTEM USING MACHINE LEARNING', International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 3, 2021, p. 596-598. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/AUTOMATED_DESCRIPTIVE_ANSWER_EVALUATION_SYSTEM_USING_MACHINE_LEARNING_ijariie14253.pdf (Accessed : 18 April 2025).
Harvard Sharmeen Javed Shaikh, Prerana Sunil Patil, Jagruti Ashok Pardhe, Sayali Vasant Marathe, and Sonal P. Patil. (2021) 'AUTOMATED DESCRIPTIVE ANSWER EVALUATION SYSTEM USING MACHINE LEARNING', International Journal Of Advance Research And Innovative Ideas In Education, 7(3), pp. 596-598IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/AUTOMATED_DESCRIPTIVE_ANSWER_EVALUATION_SYSTEM_USING_MACHINE_LEARNING_ijariie14253.pdf (Accessed : 18 April 2025)
IEEE Sharmeen Javed Shaikh, Prerana Sunil Patil, Jagruti Ashok Pardhe, Sayali Vasant Marathe, and Sonal P. Patil, "AUTOMATED DESCRIPTIVE ANSWER EVALUATION SYSTEM USING MACHINE LEARNING," International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 3, pp. 596-598, May-Jun 2021. [Online]. Available: https://ijariie.com/AdminUploadPdf/AUTOMATED_DESCRIPTIVE_ANSWER_EVALUATION_SYSTEM_USING_MACHINE_LEARNING_ijariie14253.pdf [Accessed : 18 April 2025].
Turabian Sharmeen Javed Shaikh, Prerana Sunil Patil, Jagruti Ashok Pardhe, Sayali Vasant Marathe, and Sonal P. Patil. "AUTOMATED DESCRIPTIVE ANSWER EVALUATION SYSTEM USING MACHINE LEARNING." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 7 number 3 (18 April 2025).
Vancouver Sharmeen Javed Shaikh, Prerana Sunil Patil, Jagruti Ashok Pardhe, Sayali Vasant Marathe, and Sonal P. Patil. AUTOMATED DESCRIPTIVE ANSWER EVALUATION SYSTEM USING MACHINE LEARNING. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2021 [Cited : 18 April 2025]; 7(3) : 596-598. Available from: https://ijariie.com/AdminUploadPdf/AUTOMATED_DESCRIPTIVE_ANSWER_EVALUATION_SYSTEM_USING_MACHINE_LEARNING_ijariie14253.pdf
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