UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 9 Issue 8
August-2022
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

7.95 impact factor calculated by Google scholar

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Published Paper ID:
JETIRFQ06040


Registration ID:
500757

Page Number

215-217

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Title

Subjective Answer Script Evaluation using Natural Language Processing

Abstract

The study projects a model developed to evaluate subjective answer scripts using NLP and Machine Learning. The motivation comes from the challenges encountered during the recent COVID-19 pandemic. This work presents the evaluation of subjective answers and automatically awards score based on the similarity feature and the answer keywords from the reference solution. The model is developed using Natural Language Processing model that takes advantage of key attributes from the descriptive answers in namely keywords, QST, and grammar. A Machine learning approach then is used to train this model using Gaussian naive Bayes approach yielding an accuracy of around 80%.

Key Words

NLP Natural Language Processing, QST-Quantum Serge Therapy, ML-Machine Learning

Cite This Article

"Subjective Answer Script Evaluation using Natural Language Processing ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.9, Issue 8, page no.215-217, August-2022, Available :http://www.jetir.org/papers/JETIRFQ06040.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Subjective Answer Script Evaluation using Natural Language Processing ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.9, Issue 8, page no. pp215-217, August-2022, Available at : http://www.jetir.org/papers/JETIRFQ06040.pdf

Publication Details

Published Paper ID: JETIRFQ06040
Registration ID: 500757
Published In: Volume 9 | Issue 8 | Year August-2022
DOI (Digital Object Identifier): http://doi.one/10.1729/Journal.31478
Page No: 215-217
Country: -, -, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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