TY - GEN
T1 - Information Systems of School Financial Management with Digital Signature Recognition Using MobileNet Algorithm
AU - Sunaryono, Dwi
AU - Mukhlishah, Chaniyah Zulfa
AU - Rochimah, Siti
AU - Sabilla, Irzal Ahmad
N1 - Publisher Copyright:
© 2021 IEEE.
PY - 2021/7/14
Y1 - 2021/7/14
N2 - School financial management is needed for various fields, such as budgeting activities for academic, organizational, and administrative funds. At the moment, the method of budgeting funds uses a website platform. This study proposes an Android-based School Financial Management Information System using the introduction of Digital Signature to improve authentication. Each user only performs a digital signature on an android application. Digital signature results are sent to the server for classification using transfer learning method for feature extraction and Support Vector Classifier (SVC) for classification. The results showed that the school financial management information system used Digital Signature with an accuracy of 0.96 using the transfer learning method and SVC. This system has been used in real terms by Surabaya education authorities.
AB - School financial management is needed for various fields, such as budgeting activities for academic, organizational, and administrative funds. At the moment, the method of budgeting funds uses a website platform. This study proposes an Android-based School Financial Management Information System using the introduction of Digital Signature to improve authentication. Each user only performs a digital signature on an android application. Digital signature results are sent to the server for classification using transfer learning method for feature extraction and Support Vector Classifier (SVC) for classification. The results showed that the school financial management information system used Digital Signature with an accuracy of 0.96 using the transfer learning method and SVC. This system has been used in real terms by Surabaya education authorities.
KW - android
KW - approval budgeting
KW - digital signature recognition
KW - school financial management
KW - transfer learning
UR - http://www.scopus.com/inward/record.url?scp=85115939231&partnerID=8YFLogxK
U2 - 10.1109/InHeNce52833.2021.9537258
DO - 10.1109/InHeNce52833.2021.9537258
M3 - Conference contribution
AN - SCOPUS:85115939231
T3 - InHeNce 2021 - 2021 IEEE International Conference on Health, Instrumentation and Measurement, and Natural Sciences
BT - InHeNce 2021 - 2021 IEEE International Conference on Health, Instrumentation and Measurement, and Natural Sciences
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2021 IEEE International Conference on Health, Instrumentation and Measurement, and Natural Sciences, InHeNce 2021
Y2 - 14 July 2021 through 16 July 2021
ER -