This paper is published in Volume-7, Issue-6, 2021
Area
Computer Science
Author
Pratik Manoj Desai, Rhugaved Rajendra Narmade
Org/Univ
College of Engineering, Pune, Maharashtra, India
Pub. Date
23 November, 2021
Paper ID
V7I6-1213
Publisher
Keywords
Automated System, Automatic Subjective Answer Checking, Automatic Scoring, Automatic Evaluation, Artificial Intelligence, NLP

Citationsacebook

IEEE
Pratik Manoj Desai, Rhugaved Rajendra Narmade. An NLP Based Algorithm for Subjective Answer Checking, International Journal of Advance Research, Ideas and Innovations in Technology, www.IJARIIT.com.

APA
Pratik Manoj Desai, Rhugaved Rajendra Narmade (2021). An NLP Based Algorithm for Subjective Answer Checking. International Journal of Advance Research, Ideas and Innovations in Technology, 7(6) www.IJARIIT.com.

MLA
Pratik Manoj Desai, Rhugaved Rajendra Narmade. "An NLP Based Algorithm for Subjective Answer Checking." International Journal of Advance Research, Ideas and Innovations in Technology 7.6 (2021). www.IJARIIT.com.

Abstract

In the current pandemic situation, where not only the classes, but also the exams are being conducted in online mode, an artificial intelligence-based agent can evaluate the subjective type answers not only efficiently, but also fairly with considerably good accuracy. Using Natural language processing helps in reducing the manual labor for the evaluation of hundreds of similar answers and makes the process easier and faster. An agent to check answers automatically and provide an evaluation based on certain parameters are the basis for this paper. The tutor/teacher gives certain inputs to the agent which are looked for in the answers and accordingly the answers are graded by the agent. The grades given by the agent are as good as the grades given by a human teacher. In this paper, we’ve proposed a technique using Natural Language Processing to evaluate subjective answers.
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