Call for Papers:Vol.11 Issue.3

Submission
Last date		 28-Jun-2025
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-11,Issue-3. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

Archives

IJARIIE Board

Downloads

Android App

Download IJARIIE APP

Authors

Title: :  SUBJECTIVE ANSWERS EVALUATION USING MACHINE LEARNING AND NATURAL LANGUAGE PROCESSING
PaperId: :  20453
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 3 2023
DUI:    16.0415/IJARIIE-20453
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Arymann SinhaBangalore Institute of Technology
Hritesh RBangalore Institute of Technology
Hrithik VBangalore Institute of Technology
Divin RBangalore Institute of Technology
Mahalakshmi C VBangalore Institute of Technology

Abstract

Computer Science Engineering
Subjective Answers Evaluation, Machine Learning, Natural Language Processing, ML, NLP, Automated Evaluation, Evaluation, Answer Evaluation, Subjective Answers Evaluation using ML and NLP.
The research investigation addresses the challenging and time-consuming task of manually evaluating subjective papers through an analysis of various methodologies. The insufficiency in understanding and accepting data presents significant obstacles when analyzing such papers using Artificial Intelligence (AI). Through an investigative approach, this research seeks to overcome these challenges by conducting an in-depth analysis of existing methods and proposing a novel approach that combines machine learning and natural language processing techniques. By leveraging tools such as GloVe Word Embedding, cosine similarity, and Word-Cloud, this investigation aims to enhance the accuracy and efficiency of automated evaluation. The study employs a rigorous experimental design to evaluate the effectiveness of the proposed approach, resulting in valuable insights and findings. This research contributes to the field of automated subjective paper evaluation through its meticulous analysis, innovative methodologies, and rigorous investigation, offering a promising solution to the existing challenges.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE Arymann Sinha, Hritesh R, Hrithik V, Divin R, and Mahalakshmi C V. "SUBJECTIVE ANSWERS EVALUATION USING MACHINE LEARNING AND NATURAL LANGUAGE PROCESSING" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 3 2023 Page 2261-2264
MLA Arymann Sinha, Hritesh R, Hrithik V, Divin R, and Mahalakshmi C V. "SUBJECTIVE ANSWERS EVALUATION USING MACHINE LEARNING AND NATURAL LANGUAGE PROCESSING." International Journal Of Advance Research And Innovative Ideas In Education 9.3(2023) : 2261-2264.
APA Arymann Sinha, Hritesh R, Hrithik V, Divin R, & Mahalakshmi C V. (2023). SUBJECTIVE ANSWERS EVALUATION USING MACHINE LEARNING AND NATURAL LANGUAGE PROCESSING. International Journal Of Advance Research And Innovative Ideas In Education, 9(3), 2261-2264.
Chicago Arymann Sinha, Hritesh R, Hrithik V, Divin R, and Mahalakshmi C V. "SUBJECTIVE ANSWERS EVALUATION USING MACHINE LEARNING AND NATURAL LANGUAGE PROCESSING." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 3 (2023) : 2261-2264.
Oxford Arymann Sinha, Hritesh R, Hrithik V, Divin R, and Mahalakshmi C V. 'SUBJECTIVE ANSWERS EVALUATION USING MACHINE LEARNING AND NATURAL LANGUAGE PROCESSING', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 3, 2023, p. 2261-2264. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/SUBJECTIVE_ANSWERS_EVALUATION_USING_MACHINE_LEARNING_AND_NATURAL_LANGUAGE_PROCESSING_ijariie20453.pdf (Accessed : 26 November 2024).
Harvard Arymann Sinha, Hritesh R, Hrithik V, Divin R, and Mahalakshmi C V. (2023) 'SUBJECTIVE ANSWERS EVALUATION USING MACHINE LEARNING AND NATURAL LANGUAGE PROCESSING', International Journal Of Advance Research And Innovative Ideas In Education, 9(3), pp. 2261-2264IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/SUBJECTIVE_ANSWERS_EVALUATION_USING_MACHINE_LEARNING_AND_NATURAL_LANGUAGE_PROCESSING_ijariie20453.pdf (Accessed : 26 November 2024)
IEEE Arymann Sinha, Hritesh R, Hrithik V, Divin R, and Mahalakshmi C V, "SUBJECTIVE ANSWERS EVALUATION USING MACHINE LEARNING AND NATURAL LANGUAGE PROCESSING," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 3, pp. 2261-2264, May-Jun 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/SUBJECTIVE_ANSWERS_EVALUATION_USING_MACHINE_LEARNING_AND_NATURAL_LANGUAGE_PROCESSING_ijariie20453.pdf [Accessed : 26 November 2024].
Turabian Arymann Sinha, Hritesh R, Hrithik V, Divin R, and Mahalakshmi C V. "SUBJECTIVE ANSWERS EVALUATION USING MACHINE LEARNING AND NATURAL LANGUAGE PROCESSING." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 3 (26 November 2024).
Vancouver Arymann Sinha, Hritesh R, Hrithik V, Divin R, and Mahalakshmi C V. SUBJECTIVE ANSWERS EVALUATION USING MACHINE LEARNING AND NATURAL LANGUAGE PROCESSING. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : 26 November 2024]; 9(3) : 2261-2264. Available from: https://ijariie.com/AdminUploadPdf/SUBJECTIVE_ANSWERS_EVALUATION_USING_MACHINE_LEARNING_AND_NATURAL_LANGUAGE_PROCESSING_ijariie20453.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads


Last download on 11/26/2024 10:14:53 AM

Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
PREDICTING GENETIC VARIANTS PATHOGENECITYComputer EngineeringSyed Arbeena Kausar Download
ANDROID MALWARE DETECTION USING MACHINE LEARNING TECHNIQUESCOMPUTER SCIENCE AND ENGINEERINGS. Saiful Islam Download
IMPROVING HEALTHCARE PREDICTION OF DIABETIC PATIENTS USING KNN IMPUTED FEATURES AND TRI-ENSEMBLE MODELCOMPUTER SCIENCE AND ENGINEERINGS. Mahammad Arif Download
MONEY LAUNDERING DETECTION USING MACHINE LEARNING METHODSCOMPUTER SCIENCE AND ENGINEERINGY B. Shashank Raj Download
LEVERAGING SPATIOTEMPORAL PATTERNS FOR CYBER ATTACK DETECTION IN DISTRIBUTION SYSTEMCOMPUTER SCIENCE AND ENGINEERINGV. Kumar Download
Real-Time Heart Disease Prediction Using Machine LearningCOMPUTER SCIENCE AND ENGINEERINGP. Sri Pavan Hari Charan Download
HAND AND FACE LANDMARKS DETECTION USING MEDIA PIPE AND AICOMPUTER SCIENCE AND ENGINEERINGK. V. Bharath Kumar Download
VEHICLES SPEED DETECTION SYSTEM USING OPENCVCOMPUTER SCIENCE AND ENGINEERINGS. Santosh Download
SUSPICIOUS HUMAN ACTIVITY RECOGNITION FROM SURVEILLANCE VIDEOS USING DEEP LEARNINGCOMPUTER SCIENCE AND ENGINEERINGM. Lakshmi kanth Download
DETECTION OF THYROID DISORDERS USING MACHINE LEARNING APPOARCHCOMPUTER SCIENCE AND ENGINEERINGP. Shamiulla Download
Events Recommendation SystemComputer Science and EngineeringDharsana S Download
Online Attendance Using Web ApplicationComputer EngineeringMrs. P. Saranya Download
Automated Pneumonia Detection Using ResNet50 Deep Learning ModelDepartment of Computer Science & Engineering, D.Y.Patil Technical Campus, Shivaji University, KolhapurSohan Sanjay Kamalakar Download
MULTI-DISEASE DETECTION USING MACHINE LEARNINGComputer EngineeringNamithadevi N N Download
NETWORK TRAFFIC ANALYSIS WITH BIG DATA AND DEEP LEARNING TECHNIQUESCOMPUTER SCIENCE AND ENGINEERINGD VYSHNAVI Download
12