Automated Short-Answer Grading using Semantic Similarity based on Word Embedding

Automated Short-Answer Grading using Semantic Similarity based on Word Embedding

Automatic short-answer grading (ASAG) is a system that aims to help speed up the assessment process without an instructor’s intervention. Previous research had successfully built an ASAG system whose performance had a correlation of 0.66 and mean absolute error (MAE) starting from 0.94 with a co...

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Bibliographic Details
Main Authors: Fetty Fitriyanti Lubis, Mutaqin, Atina Putri, Dana Waskita, Tri Sulistyaningtyas, Arry Akhmad Arman, Yusep Rosmansyah
Format: Article
Language:English
Published: Universitas Indonesia 2021-07-01
Series:International Journal of Technology
Subjects:
automated grading
short answer
semantic similarity
syntax analysis
word embeddings
Online Access:https://ijtech.eng.ui.ac.id/article/view/4651

Internet

https://ijtech.eng.ui.ac.id/article/view/4651

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