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Journal : KERNEL: Jurnal Riset Inovasi Bidang Informatika dan Pendidikan Informatika

Penerapan Matematika Pada Image Processing: Kajian Literatur Dengan Metode Bibliometrik Periode 2013 sampai 2023 Shobikhah, Anis; Triono, Gaguk; Kurniasari, Norma Devi; Rohman, Trian Basofi
KERNEL: Jurnal Riset Inovasi Bidang Informatika dan Pendidikan Informatika Vol 4, No 2 (2023)
Publisher : Institut Teknologi Adhi Tama Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31284/j.kernel.2023.v4i2.7463

Abstract

ABSTRACTDigital Image Processing is a field of science that studies how to form, process and analyze images to produce information that can be understood by humans. Empirical results show that based on research, poor image quality (image processing) is one of the visible limitations of image processing because it limits efficient data extraction. So it is necessary to study several theories from previous research. This research aims to conduct a bibliometric analysis of journals in Scopus from 2013 to 2023 regarding the application of mathematics in image processing. One of the main objectives is to identify publication trends related to research on the application of mathematics in image processing during the period 2013 - 2023. The results of the research are that China was ranked first, followed by India, Australia, Hong Kong and Singapore. The position of Indonesian researchers is not visible, this indicates that research interest in the topic of image processing and its connection to mathematics is very minimal. This is also a research opportunity to show the novelty of the field of mathematical applications in the field of image processing or related to other information systems. This research emphasizes the importance of modeling and transforming mathematics in sign language by teachers for elementary school level mathematics learning with students with special needs. This also shows that there is a research gap for further research to be carried out by Indonesian researchers.
Optimalisasi Manajemen SDM Melalui Pengembangan Aplikasi Mobile Absensi dan Perizinan Digital pada Lembaga Amil Zakat Yatim Mandiri Rohman, Trian Basofi; Shobikhah, Anis; Kurnoasari, Norma Devi; Triono, Gaguk; Widianto, Ari
KERNEL: Jurnal Riset Inovasi Bidang Informatika dan Pendidikan Informatika Vol 6, No 1 (2025)
Publisher : Institut Teknologi Adhi Tama Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31284/j.kernel.2025.v6i1.7756

Abstract

In the current digital era, manual attendance systems are increasingly being abandoned due to inefficiencies, susceptibility to data manipulation, and time-consuming recap processes—particularly in large-scale organizations with over 500 employees spread across multiple provinces and two different time zones. The main challenges of manual systems include delayed data validation, inconsistency in attendance timing across regions, and difficulties in generating real-time integrated reports. To address these issues, this study developed a location-based (GPS), mobile, and real-time attendance application using the Rapid Application Development (RAD) approach, which emphasizes fast prototyping and active user involvement. The application was built using React Native for cross-platform mobile interfaces (iOS and Android), PHP Laravel for the backend, and PostgreSQL along with Firebase Cloud Messaging for database and notification services. Testing results show that the application achieves a location accuracy rate of 95%, reduces approval processing time from over one day (manual) to an average of 1–2 minutes, and ensures 100% success in real-time notification delivery. Additionally, the application simplifies cross-time-zone attendance recapitulation and achieved a user satisfaction rate of 92% based on a User Acceptance Test (UAT) involving 50 respondents from various branches. These findings indicate that the developed application is effective in enhancing operational efficiency, data accuracy, and transparency in the digital and integrated management of employee attendance.