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All Journal Jurnal Ilmiah Merpati (Menara Penelitian Akademika Teknologi Informasi) Lontar Komputer: Jurnal Ilmiah Teknologi Informasi Buletin Udayana Mengabdi Krisna: Kumpulan Riset Akuntansi Jurnal Sains dan Teknologi Techno.Com: Jurnal Teknologi Informasi Jurnal Teknologi Informasi dan Ilmu Komputer Jurnal Edukasi dan Penelitian Informatika (JEPIN) Jurnal Sistem dan Informatika Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) JOURNAL OF APPLIED INFORMATICS AND COMPUTING Jurnal Nasional Pendidikan Teknik Informatika (JANAPATI) Journal of Information Systems and Informatics
Dwi Rusjayanthi, Dwi
Jurusan Teknologi Informasi, Fakultas Teknik, Universitas Udayana, Bali, Indonesia
Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Engineering

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Journal : JOURNAL OF APPLIED INFORMATICS AND COMPUTING

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Esscore: An OCR-Based Android App for Scoring Short Handwritten Answer Using Levenshtein Distance Apriana, Krisna; I Made Agus Dwi Suarjaya; Ni Kadek Dwi Rusjayanthi
Journal of Applied Informatics and Computing Vol. 9 No. 4 (2025): August 2025
Publisher : Politeknik Negeri Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30871/jaic.v9i4.9708

Abstract

Manual evaluation of short answer tests is time-consuming and prone to subjectivity. This study presents Esscore, an Android-based application that automates the scoring of handwritten short answers using EasyOCR and the Levenshtein Distance algorithm. EasyOCR extracts text from student answers image, while Levenshtein Distance measures similarity against predefined answer keys, allowing tolerance for varied correct responses. The system was tested on 350 student’s handwritten answers, achieving 95.7% accuracy. Functional testing using 14 black box scenarios showed all features operated correctly without failure. A usability test conducted with the SUS method produced a score of 76.5, rated “Good” with a grade “B” and an “Acceptable” acceptance level. The Net Promoter Score (NPS) placed the application in the “Passive” category. These results confirm Esscore as a functional, accurate, and user-friendly solution for automated answer scoring in educational environments.
Co-Authors A.A. K. O. Sudana A.A.K.O. Sudana Anak Agung Ketut Agung Cahyawan Wiranatha Anak Agung Kompiang Oka Sudana Anak Agung Ngurah Aditya Winata Anjela Faye M. Basco Apriana, Krisna Ayu Wirdiani D.P. Githa Desak Ayu Savita Desy Purnami Singgih Putri Dewa Gede Anom Surya Praktiyasa Dewa Putu Andre Sanjaya G M Arya Sasmita G.A.A. Putri Gede Eridya Bayu Gede Yudha Prema Pangestu Gembong Satria Prabowo Gusti Agung Ayu Putri I Dewa Made Endiana I Gusti Ngurah Indra Mahathanaya I Ketut Adi Purnawan I ketut Gede Darma Putra I Made Agus Dwi Suarjaya I Made Ari Saputra I Made Dwi Cahaya Putra I Made Sukarsa I Made Sukarsa I Made Suwija Putra I Made Suwija Putra I Nyoman Piarsa I Putu Adi Purnawan I Putu Agung Bayupati I Putu Arya Putra Wibawa I Putu Kerta Yasa I Putu Mahendra Pramadhitya Kadek Dede Hendra Kusuma Kevin Wijaya Luh Kade Devi Dwiyani Made Henny Aryani Made Santika Putra Made Srinitha Millinia Utami N.K.A. Wirdiani N.KA. Wirdiani Ngakan Nyoman Pandika Pinata Ngurah Arya Bhaskara Wardhana Ni Komang Widyasanti Ni Luh Putu Natha Primadewi Ni Made Ika Marini Mandenni Ni Wayan Wisswani Paramartha, Ary Putra, I Putu Mega Juli Semara Putu Jhonarendra Putu Ratih Wulandari Ranis Cinthianingrum Shilta Inda Qurroti A'yun Achmadi Siluh Putu Natha Primadewi Wan Siti Maisarah Binti Mohd Luthfi Y. Haryo Sulistyanto Sunaryo