Development of an Automated Scoring Model Using SentenceTransformers for Discussion Forums in Online Learning Environments

Due to the limitations of public datasets, research on automatic essay scoring in Indonesian has been restrained and resulted in suboptimal accuracy. In general, the main goal of the essay scoring system is to improve execution time, which is usually done manually with human judgment. This study use...

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Veröffentlicht in:	Journal of computing and information technology Jg. 30; H. 2; S. 85 - 99
Hauptverfasser:	Dhini, Bachriah Fatwa, Girsang, Abba Suganda
Format:	Journal Article Paper
Sprache:	Englisch
Veröffentlicht:	Sveuciliste U Zagrebu 01.06.2022 Fakultet elektrotehnike i računarstva Sveučilišta u Zagrebu
Schlagworte:	Analysis Automatic Essay Scoring, Discussion Forum, SentenceTransformers, Monolingual Model, Multilingual Model Computational linguistics Language processing Learning management systems Natural language interfaces Online education Rubrics (Education) School prose Technology application Indonesia
ISSN:	1330-1136, 1846-3908
Online-Zugang:	Volltext
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