Article Per Year (5 Year)
p-Index From 2021 - 2026
0.61
P-Index
This Author published in this journals
All Journal Journal of English Language and Education Jurnal Administrasi Bisnis Journal of Information System Exploration and Research Jurnal Ekonomi dan Pembangunan Indonesia
Mandasari, Mandasari
Unknown Affiliation
Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Engineering Languange, Linguistic, Communication & Media Social Sciences Other

Published : 4 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 1 Documents
Search
Journal : Journal of Information System Exploration and Research

 1 
Digit and Mark Recognition Using Convolutional Neural Network for Voting Digitization in Indonesia Mandasari, Mandasari; Al Qohar, Bagus
Journal of Information System Exploration and Research Vol. 2 No. 2 (2024): July 2024
Publisher : shmpublisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52465/joiser.v2i2.365

Abstract

Digitization of voting results in Indonesia is essential to ensure the accuracy and integrity of the election process. This research introduces an innovative approach that uses Convolutional Neural Networks (CNN) for handwritten number recognition and tally mark recognition. This research uses a dataset obtained from Kaggle. The research process is conducted in several stages, namely Data Collection, Preprocessing, Data Sharing, Modelling, and Evaluation. The results showed that the proposed model achieved an accuracy of 98%. This research shows that using the CNN algorithm for handwritten number recognition and tally mark recognition can improve accuracy and efficiency in digitizing voting results. It is expected that this research can make a significant contribution to the development of a more reliable digital voting system. Future research is recommended to use a larger dataset to validate the strength of the model, which has been built on more varied data.
Co-Authors Abdurramansyah, Abdurramansyah Adipa, Fauzan Al Qohar, Bagus Aulia, Putri Miftah Heti Mulyati NURLAELA NURLAELA R, Riska Ramadhani, Andi Aulia Rizal S, Muh. Safitri, Putri Dia Syaifullah, M. Farhan Tridoyo Kusumastanto