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All Journal dCartesian: Jurnal Matematika dan Aplikasi Seminar Nasional Variansi (Venue Artikulasi-Riset, Inovasi, Resonansi-Teori, dan Aplikasi Statistika) Saintifik : Jurnal Matematika, Sains, dan Pembelajarannya Proximal: Jurnal Penelitian Matematika dan Pendidikan Matematika Didaktik : Jurnal Ilmiah PGSD STKIP Subang Jurnal Ilmiah Wahana Pendidikan Journal La Edusci JagoMIPA: Jurnal Pendidikan Matematika dan IPA ARRUS Journal of Mathematics and Applied Science Seminar Nasional Pengabdian Kepada Masyarakat Internet of Things and Artificial Intelligence Journal Seminar Nasional Hasil Penelitian LP2M UNM Information Technology Education Journal Journal of Embedded Systems, Security and Intelligent Systems Ininnawa: Jurnal Pengabdian Masyarakat Jurnal Kemitraan Responsif untuk Aksi Inovatif dan Pengabdian Masyarakat Paramacitra : Jurnal Pengabdian Masyarakat Jurnal Hasil-Hasil Pengabdian dan Pemberdayaan Masyarakat (JHP2M) Jurnal MediaTIK Journal of Mathematics, Computation and Statistics (JMATHCOS) d'Cartesian: Jurnal Matematika dan Aplikasi Journal of Computers, Informatics, and Vocational Education Journal of Community Services and Development
Wahyuni, Maya Sari
Jurusan Matematika FMIPA UNM
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Forecasting Passenger Volume at Sultan Hasanuddin Airport in Makassar Using the Support Vector Regression Method Maya Sari Wahyuni; Irwan Irwan; Asria Asria
Journal of Mathematics, Computations and Statistics Vol. 9 No. 2 (2026): Volume 09 Issue 02 (June 2026)
Publisher : Jurusan Matematika FMIPA UNM

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35580/Jmathcos12261

Abstract

The number of passengers at Sultan Hasanuddin Airport in Makassar fluctuates from year to year, requiring an accurate forecasting method to support planning and decision-making. This study discusses the application of the Support Vector Regression(SVR) method in forecasting the number of passengers at Sultan Hasanuddin Airport, Makassar City. SVR is a forecasting model used to predict nonlinear time series data. The data used is secondary data on the number of monthly domestic flight departures from January 2006 to December 2024 obtained from the Central Statistics Agency. The research stages included data normalization using the min-max method, the formation of supervisory data using a sliding window with a window size of 12, the division of data into training (80%) and Testing (20%), and modeling using SVR with a Radial Basis Function (RBF) kernel. The selection of optimal SVR parameters was carried out through Grid Search Optimization, with the best parameter results being epsilon (ε)=0, Cost(C)= , Gamma (γ)= . Evaluation using Mean Absolute Percentage Error (MAPE) resulted in a value of 16.43%, which is classified as good accuracy. Forecasting for the period January–December 2025 produced a pattern of passenger numbers fluctuating between 232.534 and 280.842.
SETL Mathematical Modeling of Early Marriage Dynamics in Wajo Regency Irwan Irwan; Sitti Aisyah; Maya Sari Wahyuni; Syafruddin Side
Journal of Mathematics, Computations and Statistics Vol. 9 No. 2 (2026): Volume 09 Issue 02 (June 2026)
Publisher : Jurusan Matematika FMIPA UNM

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35580/Jmathcos12304

Abstract

Early marriage is a social problem that has long-term impacts on the psychological well-being, education, and overall welfare of adolescents in Wajo Regency. This study constructs and analyzes an SETL (Susceptible, Entice, Tied, Liberated) mathematical model to describe the dynamics of early marriage in Wajo Regency. The model consists of a system of differential equations accompanied by equilibrium point analysis, local stability analysis, the basic reproduction number, and numerical simulations. Data were obtained through quantitative questionnaires administered to adolescent respondents. The results show two stable equilibrium points and values of  for SMP Negeri 2 Pammana and   for SMA Negeri 9 Wajo. The simulation results indicate that the proportion of adolescents tied to early marriage is higher in the senior high school. Although the  values for both the junior and senior high schools are below one, they still require intervention due to social and cultural factors that continue to increase adolescents’ vulnerability to early marriage, such as family pressure, limited understanding of the risks associated with early marriage, and restricted access to information and counseling services. These social dynamics surrounding adolescents may sustain or even trigger an increase in early marriage cases if not accompanied by consistent and targeted preventive efforts. This finding underscores the importance of preventive interventions beginning at the elementary education level, with active involvement from families, schools, and relevant institutions in Wajo Regency.
PERANCANGAN E-PRESENSI GURU BERBASIS APPSHEET PADA SD ISLAM TERPADU AL BANIN KOTA MAKASSAR Ahmad Radif Ridhawi; Iwan Suhardi; Maya Sari Wahyuni
Didaktik : Jurnal Ilmiah PGSD STKIP Subang Vol. 12 No. 03 (2026): Volume 12 No. 3, September 2026 Public
Publisher : STKIP Subang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36989/didaktik.v12i03.16421

Abstract

This research aims to design an AppSheet-based teacher e-attendance system to be implemented as a replacement for the manual attendance system at SD Islam Terpadu Al Banin, Makassar City. The background of this research is formed from the problem of teacher attendance administration which is still carried out manually, resulting in delays in recapitulation, risk of data loss, and inefficiency in attendance management. The type of this research is software engineering research using the Waterfall development model. This AppSheet is designed with no-code integrated with Google Sheets as the database. The research data were obtained through observation and interviews as well as system testing by referring to application quality standards using ISO 25010 which includes aspects of functional suitability, performance efficiency, compatibility, usability, reliability, security, maintainability, and portability. The results show that the system has a 100% success rate in functional suitability and usability is categorized as very feasible. The system also shows stable performance in the aspect of reliability, is compatible on various browsers (compatibility), meets maintainability indicators, runs well on various platforms (portability), has good performance based on PageSpeed Insights, and is declared very secure (security) through Virustotal testing. The results of the study show that the AppSheet-based e-attendance system has functioned properly according to user needs. Teachers can perform check-in, check-out, and submit leave requests digitally with ease. Attendance data will be automatically stored in Google Sheets which can be accessed by the admin in real-time. The validation results show that the application has a high level of ease of use, efficiency, and security. In addition, the system can also be used on all devices. This AppSheet-based e-attendance application can improve school administrative efficiency and support the digitalization of teacher attendance data management in the school environment.
Peningkatan Keaktifan Belajar Siswa Dengan Aplikasi Mentimeter.com dalam Pembelajaran Daring Model Discovery Learning pada Siswa Kelas X Jurusan OTKP SMKN 2 Simpang Empat Tanah Bumbu Tahun Pelajaran 2021/2022 Suardi; Maya Sari Wahyuni; Harianto
Jurnal MediaTIK Volume 5 Issue 1, Januari (2022)
Publisher : Jurusan Teknik Informatika dan Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59562/mediatik.v5i1.1378

Abstract

Berdasarkan observasi yang dilakukan pada siswa kelas X OTKP SMK Negeri 2 Simpang Empat di Kab.Tanah Bumbu masih kurang menunjukan keaktifan dalam mengikuti pembelajaran daring. Hal ini menyebabkan munculnya perilaku siswa yang perlu mendapat perhatian, seperti tidak bersemangat dalam mengikuti pembelajaran, kurang inisiatif dalam bertanya maupun menjawab pertanyaan, diam saat ditanya, dan melakukan hal-hal diluar instruksi guru. Berdasarkan temuan tersebut maka salah satu cara untuk mengatasi hal tersebut adalah menggunakan media pembelajaran berbasis web Mentimeter, whiteboard.fi, sebagai upaya meningkatkan keaktifan siswa. Tujuan penulisan adalah untuk mengkaji upaya yang dilakukan guru untuk meningkatkan keaktifan siswa menggunakan media berbasis web. Metode yang digunakan dalam penelitian ini adalah kualitatif deskriptif. metode yang dilakukan untuk mengetahui gambaran, keadaan, suatu hal dengan cara mendeskripsikannya sedetail mungkin berdasarkan fakta yang ada. Dengan langkah awal Mengidentifikasi adanya permasalahan yang signifikan untuk dipecahkan melalui metode deskriptif, Membatasi dan merumuskan permasalahan secara jelas, Menentukan tujuan dan manfaat penelitian, Melakukan studi pustaka yang berkaitan dengan permasalahan, Menentukan kerangka berpikir, dan pertanyaan penelitian dan atau hipotesis penelitian, Mendesain metode penelitian yang hendak digunakan termasuk dalam hal ini menentukan populasi, sampel, teknik sampling, menentukan instrumen pengumpul data, dan menganalisis data, Mengumpulkan, mengorganisasi, dan menganalisis data dengan menggunakan teknik statistika yang relevan dan terakhir Membuat laporan penelitian. Hasil penelitian menunjukkan adanya peningkatan persentase hasil belajar, hal ini dapat dilihat dari ketuntasan KKM siswa dari kegiatan pra tindakan dan setiap siklus, yaitu pada pra tindakan sebesar 15%, pada siklus I sebesar 45%, pada siklus II sebesar 50%, sedangkan siklus III 95%. Hal tersebut diiringi dengan peningkatan rata-rata hasil belajar siswa dari pra tidakan sebesar 60, siklus I sebesar 64, pada siklus II sebesar 66. Sedangkan pada siklus III 76%. Dengan demikian dapat disimpulkan bahwa penggunaan model Discovery Learning berbantuan media aplikasi mentimeter dalam pembelajaran Informatika dapat meningkatkan keaktifan belajar siswa dan hasil belajar peserta didik
Co-Authors Abdul Rahman Abdurahman Hamid Ahmad Faisal Ahmad Radif Ridhawi AHMAD ZAKI Ahyani Mirah Liani Aleytha Ilahnugrah Kurnadipare Alimuddin Ambo Dalle Andi Muhammad Amil Siddik Andi Muhammad Mu'adz Annisa As'ad Ari Soesilo Wandrio Arifuddin R Asiani Abu Asni, Asriani Asnita Asria Asria Asriani Asnita Asni Asti, A. Sri Wahyuni Atika Amanah, Atika Awaliyah, Narisa Fahira Baso Intang Sappaile Bernard Dian Atmasani Dian Pebina Djadir Djadir, Djadir Fadhlirrahman Baso Fajar Arwadi Fathimah Zahra Ar-Rosyidah Asy-Syarif Fettyana, Fettyana Fitriadita Hadrianty Ramli Hadrianty Ramly Hamzah Upu Handayani, Mita Puri Harianto Harianto Harianto Hasan Basri Hasnia Hisyam Ihsan Ilham Minggi Imran Intan Buhati Asfyra Irwan Irwan Irwan Irwan Irwan Iwan Suhardi Ja'faruddin, Ja'faruddin Jamaluddin Jamaluddin Janide, Anugrah Ja’faruddin Johar Amir Johar Amir Jumadi Mabe Parenreng Khadijah Khadijah Kurnadipare, Aleytha Ilahnugrah Kurnia Prima Putra Mariani Mariani Mariani Marwan Ramdhani Edy Muh. Aries Muh. Hadi Purnomo Muh. Hadi Purnomo Muh. Irham Rosadi Muh. Rifki Muhammad Abdy Muhammad Abdy Muhammad Abdy Muhammad Abdy Muhammad Abdy Muhammad Fajar B Muhammad Isbar Pratama Mu’adz, A. Muhammad Narisa Fahira Awaliyah Nasrah Natsir Nasrah Natsir Nasrah Natsir Nasrullah Nasrullah Nasrullah Ni Luh Gede Sri Yuliastini NUR FADILAH Nur Ilmi Nur Wahidin Ashari Nurhasmawati Nurhasmawati Nurhijrah, Nurhijrah Nurul Jamiah Sidiq Nurul Mukhlisah Abdal Parwoto, Parwoto Pratiwi, Annisa Triananda R. Rasmini R. Rasmini Rahmat Setiawan Rahmat Syam Rezky Amalia Hamka Ridwan Daud Mahande Rifki, Muh. Rizal, Fahru Rosadi, Muh. Irham Sa'diyyah, Fadhilah Nur Sabri Sahid Sahlan Sidjara Satria Gunawan Zain Sidjara, Sahlan Siti Helmyati Sitti Aisyah Sitti Masyitah Meliyana R. Suardi suardi suardi Sukarna Sukarna Sukarna Sukarna Sulaiman Sulaiman Sulaiman Sulaiman Sulaiman Sulaiman Sulaiman Sulaiman Sulaiman Sutamrin, Sutamrin Syafruddin Side Syarif Hidayat Syawaluddin, Ahmad Thaha, Irwan Tri Sugiarti, Tri Usman Mulbar Wahidah Sanusi Waode, Yully Sofyah Zulfitra, Muhammad