Automated Short-Answer Grading using Semantic Similarity based on Word Embedding
Fetty Fitriyanti Lubis, Mutaqin Mutaqin, Atina Putri, Dana Waskita, Tri Sulistyaningtyas, Arry Akhmad Arman, Yusep Rosmansyah
Abstract
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 me
Topics & Concepts
RubricGrading (engineering)Computer scienceNatural language processingWord embeddingSemantic similarityArtificial intelligenceEmbeddingInformation retrievalMathematicsArithmeticCivil engineeringEngineeringTopic ModelingEducational Assessment and PedagogyEducation and Critical Thinking Development