A Keyword-Based Technique to Evaluate Broad Question Answer Script
Tamim Al Mahmud, Md Gulzar Hussain, Sumaiya Kabir, Hasnain Ahmad, Mahmudus Sobhan

TL;DR
This paper introduces an electronic evaluation system for subjective answer scripts that uses keyword matching and error checking, achieving high precision in grading student responses.
Contribution
The paper presents a novel integrated system for automated evaluation of subjective answers using keyword extraction and error detection techniques.
Findings
Achieved a precision score of 0.91 in testing
Successfully evaluated answer scripts of 100 students
Effectively identified keywords and errors in answers
Abstract
Evaluation is the method of assessing and determining the educational system through various techniques such as verbal or viva-voice test, subjective or objective written test. This paper presents an efficient solution to evaluate the subjective answer script electronically. In this paper, we proposed and implemented an integrated system that examines and evaluates the written answer script. This article focuses on finding the keywords from the answer script and then compares them with the keywords that have been parsed from both open and closed domain. The system also checks the grammatical and spelling errors in the answer script. Our proposed system tested with answer scripts of 100 students and gives precision score 0.91.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
