IJIE
Vol. 6 No. 3 (2023): International Journal on Integrated Education (IJIE)

A New Natural Language Processing-Based Essay Grading Algorithm

Rajest, S. Suman (Unknown)
Regin, R. (Unknown)
T, Shynu (Unknown)
R, Steffi. (Unknown)



Article Info

Publish Date
04 Mar 2023

Abstract

The evaluation of an English essay is one of the most significant and difficult activities that is manually carried out by knowledgeable and capable instructors and faculty members. The advancement of science and technology has made it possible to automatically evaluate an English essay by employing techniques pertaining to natural language processing. For any given English essay, the intelligent system provides a generic evaluation as well as the topic/question correlation. This evaluation is based on the NLP multiple neural network model, which was used to build the system. The evaluation of essays according to worldwide standards is the primary contribution of this innovation. Any worldwide grading system, such as the Graduate Record Examination, the International English Language Testing System, etc., is qualified to make use of the grading standard. The algorithm gives users the opportunity to test their knowledge on a range of criteria, from the most basic to the most complicated, that are included in the scoring of an English essay.

Copyrights © 2023






Journal Info

Abbrev

IJIE

Publisher

Subject

Education

Description

International Journal on Integrated Education (IJIE) 2620-3502 is a peer-reviewed, open-access scholarly journal, publishing high-quality manuscripts in multidisciplinary research areas. IJIE accepts papers in the forms of original research articles, review articles, book reviews, case reports, and ...