IJIIS: International Journal of Informatics and Information Systems
Vol 5, No 2: March 2022

Implementation of the Jaccard Similarity Algorithm on Answer Type Description

Riyanto Riyanto (Universitas Amikom Purwokerto, Indonesia)
Abdul Azis (Universitas Amikom Purwokerto, Indonesia)



Article Info

Publish Date
21 Mar 2022

Abstract

This study aims to measure the similarity of the answers to the description by using alternative answers as reference answers provided by the lecturer with a view to overcoming the diversity of student answers. This research focuses more on Indonesian language questions and answers by combining the jaccard similarity algorithm and keyword similarity. The results obtained indicate that by adding alternative reference answers, it can increase the correlation value to 0.78% and reduce MAE to 0.55. Likewise, after combining the jaccard similarity algorithm and keyword similarity, the correlation value increased to 0.78% and MAE decreased to 0.49.

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Journal Info

Abbrev

IJIIS

Publisher

Subject

Computer Science & IT

Description

The IJIIS is an international journal that aims to encourage comprehensive, multi-specialty informatics and information systems. The Journal publishes original research articles and review articles. It is an open access journal, with free access for each visitor (ijiis.org/index.php/IJIIS/); ...