AUTOMATED DESCRIPTIVE ANSWER EVALUATION SYSTEM USING MACHINE LEARNING

Sharmeen Javed Shaikh; Prerana Sunil Patil; Jagruti Ashok Pardhe; Sayali Vasant Marathe; Sonal P. Patil

AUTOMATED DESCRIPTIVE ANSWER EVALUATION SYSTEM USING MACHINE LEARNING

May 2021

Vol-7, Issue-3

Paper ID: 14253

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Computer Science & Engineering

Keywords

Evaluation Automation System Keywords Descriptive Answers Papers Examinations Dataset

Abstract

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.

License

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Author Information

#	Name	Institute / Affiliation
1	Sharmeen Javed Shaikh	G. H. Raisoni Institute of Engineering and Management, Jalgaon.
2	Prerana Sunil Patil	G. H. Raisoni Institute of Engineering and Management, Jalgaon.
3	Jagruti Ashok Pardhe	G. H. Raisoni Institute of Engineering and Management, Jalgaon.
4	Sayali Vasant Marathe	G. H. Raisoni Institute of Engineering and Management, Jalgaon.
5	Sonal P. Patil	G. H. Raisoni Institute of Business Management, Jalgaon.

How to Cite

Use the following formats to cite this article in your research.

APA Style

Shaikh, Sharmeen Javed, Patil, Prerana Sunil, Pardhe, Jagruti Ashok, Marathe, Sayali Vasant, & Patil, Sonal P. (2021). AUTOMATED DESCRIPTIVE ANSWER EVALUATION SYSTEM USING MACHINE LEARNING. International Journal of Advance Research and Innovative Ideas In Education, 7(3), 596-598.

MLA Style

Shaikh, Sharmeen Javed, et al. "AUTOMATED DESCRIPTIVE ANSWER EVALUATION SYSTEM USING MACHINE LEARNING." International Journal of Advance Research and Innovative Ideas In Education, vol. 7, no. 3, 2021, pp. 596-598.

IEEE Style

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, 2021.

Vancouver Style

Shaikh Sharmeen Javed, Patil Prerana Sunil, Pardhe Jagruti Ashok, Marathe Sayali Vasant, Patil Sonal P.. AUTOMATED DESCRIPTIVE ANSWER EVALUATION SYSTEM USING MACHINE LEARNING. International Journal of Advance Research and Innovative Ideas In Education. 2021;7(3):596-598.

Harvard Style

Shaikh, Sharmeen Javed, Patil, Prerana Sunil, Pardhe, Jagruti Ashok, Marathe, Sayali Vasant, & Patil, Sonal P. (2021) 'AUTOMATED DESCRIPTIVE ANSWER EVALUATION SYSTEM USING MACHINE LEARNING', International Journal of Advance Research and Innovative Ideas In Education, 7(3), pp. 596-598.

Chicago Style

Shaikh, Sharmeen Javed, et al. "AUTOMATED DESCRIPTIVE ANSWER EVALUATION SYSTEM USING MACHINE LEARNING." International Journal of Advance Research and Innovative Ideas In Education 7, no. 3 (2021): 596-598.

Turabian Style

Shaikh, Sharmeen Javed, et al. "AUTOMATED DESCRIPTIVE ANSWER EVALUATION SYSTEM USING MACHINE LEARNING." International Journal of Advance Research and Innovative Ideas In Education 7, no. 3 (2021): 596-598.