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Analisis Cluster Penyakit Malaria Provinsi Papua Menggunakan Metode Single Linkage Dan K-Means Alvian M. Sroyer; Samuel A. Mandowen; Felix Reba
Jurnal Nasional Teknologi dan Sistem Informasi Vol 7, No 3 (2021): Desember 2021
Publisher : Jurusan Sistem Informasi, Fakultas Teknologi Informasi, Universitas Andalas

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25077/TEKNOSI.v7i3.2021.147-154

Abstract

Malaria adalah penyakit yang disebabkan oleh parasite bernama Plasmodium. Tercatat keseluruhan kasus malaria yang terjadi di Indonesia pada tahun 2019 adalah sebanyak 250.644 kasus. Dan kasus malaria tertinggi terjadi di provinsi Papua, yaitu sebesar 86% atau sebanyak 216.380 kasus. Di Provinsi Papua, penyakit malaria dialami oleh semua usia dan bulan-bulan terjadi peningkatan pasien penderita malaria juga sangat bervariasi. Hal ini mengakibatkan dinas Kesehatan mengalami kesulitan dalam mengelompokan jenis malaria berdasarkan usia pasien dan bulan-bulan kejadian. Sebenarnya sudah ada penelitian yang menjelaskan pengelompokan jenis-jenis malaria, namun belum dijelaskan secara terperinci masing-masing kelompok malaria seperti Malaria Tropika, Malaria Tertiana, Malaria Quartana, Malaria Ovale. Tujuan dari penelitian ini adalah, melakukan analisis cluster terhadap beberapa jenis malaria, usia dan bulan kejadian. Metode cluster yang digunakan dalam penelitian ini adalah metode Single Linkage dan K-Means. Selanjutnya kedua metode akan di evalusi menggunakan standar deviasi. Metode terbaik yang dapat digunakan untuk analisis cluster adalah metode yang memiliki nilai standar deviasi lebih kecil. Data yang digunakan dalam penelitian ini adalah data sekunder yang diperoleh dari Dinas Kesehatan Provinsi Papua. Hasil penelitian menunjukan bahwa, metode Single Linkage lebih akurat dibandingkan dengan K-Means. Dimana dari 50 pasien terdapat 47 pasien lebih dominan terkena penyakit malaria tertiana yaitu pada rentang usia remaja dan dewasa pada bulan juni. Sehingga diharapkan pemerintah Provinsi Papua dapat memberikan sosialisasi kepada masyarakat, khususnya mereka yang pada rentang usia remaja dan dewasa. Karena hampir 94% penyakit malaria tertiana di derita oleh mereka yang berusia remaja dan dewasa.
Comparison of Parameter Estimation Methods to Determine the Frequency Data Magnitude of Aftershock in Nabire, Papua Alvian M Sroyer; Tiku Tandiangnga; Felix Reba; Ishak Semuel Beno
Journal of Science and Science Education Vol 2 No 2 (2018): JoSSE Vol. 2 No. 2 (November 2018)
Publisher : Faculty of Science and Mathematics, Universitas Kristen Satya Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Many researchers use Weibull distribution to analyze wind speed data parameters and so forth, but in this research Weibull distribution is used to analyze the frequency data magnitude of aftershock. We use different methods for estimating Weibull distribution parameters. Some methods are compared according to the mean square error (MSE) criteria to select the best method. The parameter estimation results from the data are then used to determine the mean and magnitude of the earthquake. Further data is depicted in a curve for analysis. The case study in this study uses an aftershock frequency data in Nabire district, Papua. After the test of conformity with Kolmogorov-Smirnov test, it is obtained that the data follows the Weibull distribution pattern. Further research results show that the best method among the three methods is the maximum likelihood method (MLE). Keywords: Weibull, Maximum Likelihood Method (MLE), Least Squares Method (LSM), Graphical Method, Kolmogorov Smirnov, Magnitude
Prediksi Angka Partisipasi Kasar (APK) SD/SMP/SMA dan Sederajat Tahun 2022–2030 Menggunakan Moving Average Kabupaten Jayapura Provinsi Papua Felix Reba; Alvian Sroyer
Jurnal Cendekia : Jurnal Pendidikan Matematika Vol 4 No 2 (2020): Jurnal Cendekia: Jurnal Pendidikan Matematika
Publisher : Mathematics Education Study Program

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/cendekia.v4i2.273

Abstract

Angka Partisipasi Kasar (APK) merupakan indikator yang paling sederhana untuk mengukur daya serap penduduk usia sekolah di masing-masing jenjang. Beberapa tahun terakhir data Badan Pusat Statistik (BPS) Provinsi Papua menunjukan bahwa presentase APK khususnya Kabupaten Jayapura tidak mengalami kenaikan atau konstan disetiap tahunnya. Penelitian ini bertujuan untuk memprediksi APK Kabupaten Jayapura di tahun 2022 sampai 2030 dengan metode Moving Average (MA). Data yang digunakan dalam penelitian ini adalah data BPS Provinsi Papua dalam Angka, yaitu data presentase APK tahun 2010-2018. Hasil penelitian menunjukan bahwa APK untuk tingkat Sekolah Dasar dan sederajat berusia 7-12 tahun naik secara gradual dari 120% menjadi 125% dan mencapai 134% secara berturut-turut pada tahun 2022, 2025 dan 2030. Sedangkan untuk tingkat SMP dan sederajat (berusia 13-15 tahun), APKnya pada tahun 2022, 2025 dan 2030 berturut-turut adalah sekitar 112%, 117% dan 124%. Selanjutnya pada tingkat SMA dan sederajat (16-18 tahun), APKnya pada tahun 2022, 2025 dan 2030 berturut-turut adalah sekitar 111%, 116% dan 123%. Hal ini menunjukan bahwa walaupun pada tingkatan SD dan sederajat APK peserta didik meningkat selama sepuluh tahun mendatang, secara umum trend APK diprediksikan bergerak menurun seturut dengan meningkatnya level pendidikan.
Exploration of Ethnomathematics of House and Traditional Music Tools Biak-Papua Cultural Alvian M Sroyer; Jonner Nainggolan; Ida M Hutabarat
Formatif: Jurnal Ilmiah Pendidikan MIPA Vol 8, No 3 (2018): Formatif: Jurnal Ilmiah Pendidikan MIPA
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat Universitas Indraprasta PGRI

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (735.723 KB) | DOI: 10.30998/formatif.v8i3.2751

Abstract

This research is an ethnomathematics study of the Biak Papuan community. The ethnomathematics studied are houses and traditional musical instruments. The shape and style of the traditional Biak house still remain to this day. The purpose of this study was to examine and reveal the relationship between mathematics and the traditional home culture of the Biak community, namely rum Som, rum Sram and Sram Mankubui and traditional musical instruments namely Tifa. The research method used is an exploratory survey method with a qualitative approach. The results showed that the shape of the roof of rum Som, rum Sram, Sram Mankubui was rectangular, half elliptical and triangular trapezoid. Whereas Tifa's musical instruments look like the two most belted cones combined.
Analisis Kumulatif dan Survival Model Sebaran Covid-19 Provinsi Papua Tahun 2021 Felix Reba; Alvian Sroyer; Handiko Handiko
Sainmatika: Jurnal Ilmiah Matematika dan Ilmu Pengetahuan Alam Vol. 19 No. 1 (2022): Sainmatika : Jurnal Ilmiah Matematika dan Ilmu Pengetahuan Alam
Publisher : Universitas PGRI Palembang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31851/sainmatika.v19i1.7890

Abstract

After the government implemented the Implementation of Community Activity Restrictions (PPKM) in August 2021, COVID-19 cases in Papua Province had decreased by 46.2%. The daily average of COVID-19 cases in July decreased from 370 to 119 cases to be precise in August 2021. One of the Jayapura City government policies in early 2022 that aimed to break the chain of COVID-19 spread was to eliminate face-to-face learning for Kindergarten, Elementary, Junior High, and High School education levels from February 15 - March 15, 2022. Previous research related to the analysis of the cumulative distribution of COVID-19 in Papua province had been carried out in 2021. It used data on COVID-19 cases for two months during September 1 - October 31, 2020. The researchers used the Johnson SB model. In contrast to previous studies, the present study aimed to use the distribution of Erlang, Fatigue Life, Frechet, Gamma, Logistics, Pareto, Pearson Type 5 and Weibull to perform a cumulative and survival analysis on positive cases of COVID-19 patients in Papua Province in 2021. In addition, This study used COVID-19 data from January to April 2021. The results showed that the analysis of COVID-19 data in Papua Province in 2021 can utilize the Fatigue Life, Frechet, Gamma, Logistics, Pearson Type 5 and Weibull models.
Perbandingan Metode Weighted Moving Average dan Single Exponential Smoothing Angka Partisipasi Sekolah Wilayah Adat, Papua Felix Reba; Alvian Sroyer; Sara Yokhu; Agustinus Langowuyo
Sainmatika: Jurnal Ilmiah Matematika dan Ilmu Pengetahuan Alam Vol. 18 No. 2 (2021): Sainmatika : Jurnal Ilmiah Matematika dan Ilmu Pengetahuan Alam
Publisher : Universitas PGRI Palembang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31851/sainmatika.v18i2.6617

Abstract

School Participation Rate (SPR), which is one of the indicators of successful education, includes the development or improvement of educational services in regions of Indonesia. Regarding the extent of each customary territory of Papua Province, there are very significant differences in SPR in the last 10 years, especially in 2010-2019. Some districts have experienced a drastic decline in their SPR in the last 4 years and some have fluctuating data. This study aims to compare the Weighted Moving Average (WMA) and Single Exponential Smoothing (SES) methods on SPR data at the elementary, junior high, senior high schools and equivalent levels in five customary territory of Papua Province. This study uses data on the percentage of SPR in 2010-2019 taken from the Central Statistics Agency (BPS) of Papua Province. Based on the results of Mean Absolute Percentage Error (MAPE), SES method is better than WMA. It means that the SES method is a suitable method for forecasting fluctuating SPR data. Thus, SES can be a reference method for the government for forecasting SPR in the coming year. If researchers use more data and more complex variables, it will require additional applications such as Matlab and POM QM.
PELATIHAN RECORDING DAN STREAMING MENGGUNAKAN OBS STUDIO DI DAERAH RURAL Kmurawak, Remuz MB; Dimara, Lisiard; Sroyer, Alvian; Mandowen, Samuel
Prosiding Seminar Nasional Pengabdian Kepada Masyarakat Vol. 4 (2023): PROSIDING SEMINAR NASIONAL PENGABDIAN KEPADA MASYARAKAT - SNPPM2023
Publisher : Lembaga Penelitian dan Pengabdian kepada Masyarakat Universitas Negeri Jakarta

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Abstract

Abstract Live Streaming is a form of technological development allowing online learning. To be able to accommodate online learning preparation. This Recording and Streaming Training activity using OBS Studio aims to support online learning about socialization and publication on social media. This activity is carried out by presentation method and direct workshops. The activity begins with preparation, implementation and evaluation. They can implement OBS Studio based on participant input, from the preparation stage equipment installation to recording and streaming. Some activities require looping independently, including merging with the Zoom application Abstrak Live Streaming merupakan dampak dari perkembangan Teknologi yang memungkinkan proses pembelajaran secara daring. Untuk dapat mengakodir persiapan pembelajaran secara online. Kegiatan Pelatihan Recording dan Streaming menggunakan OBS Studio ini bertujuan untuk menunjang pembelajaran secara daring mengenai sosialisasi, dan publikasi di media sosial. Kegiatan ini dilakukan dengan metode presentasi dan serta workshop secara langsung. Kegiatan diawali dengan persiapan, pelaksanaan serta evaluasi. Berdasarkan masukan peserta, mereka dapat mengimplementasikan OBS Studio mulai dari tahapan persiapan,instalasi alat, hingga recording dan streaming. Beberapa aktivitas memerlukan perulangan agar dapat dikerjakan dengan mandiri, termasuk penggabungan dengan aplikasi Zoom.
PENGEMBANGAN WEBSITE DAN SOSIAL MEDIA KABUPATEN KEEROM MENGGUNAKAN METODE PIECES Kmurawak, Remuz MB; Puteri, Qalmi Nurqalbi Jukwati; Yensenem, Binyedi Binwerd; Randa, Joshua; Sampebua, Mingsep Rante; Sroyer, Alvian M
JURNAL PENGABDIAN KEPADA MASYARAKAT Vol 30, No 1 (2024): JANUARI-MARET
Publisher : Universitas Negeri Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24114/jpkm.v30i1.51406

Abstract

Pelatihan manajemen website dan Sosial Media di Kabupaten Keerom bertujuan untuk memperkenalkan potensi Kabupaten secara online. Sebagai salah satu kabupaten di daerah paling luar, dan berbatasan dengan Negara Papua New Guinea, Pemerintah Kabupaten Keerom perlu menampilkan informasi yang menyeluruh mengenai potensi daerah serta profile lain yang dianggap penting. Analisis sistem dilakukan dengan metode PIECES  Kegiatan pengabdian kepada masyarakat ini menggunakan dilakukan dengan dengan pendekatan wawancara,Pengembangan Website itu sendiri serta workshop kepada beberapa pegawai yang bertuhas. Pendampingan dilakukan selama setahun. Hasil dari pelatihan tersebut berupa website dan akun sosial media . Dengan adanya website proses penyebaran informasi dapat lebih mudah, sehingga potensi yang dimiliki, dapat tersampaikan kepada masyarakat luas secara online. Hasil implementasi, diperoleh bahwa website perlu mengalami peningkatan untuk faktor performa, informasi dan layanan
The Ethnomathematics of Symmetric War-boat of Biak Tribe Sroyer, Alvian M.; Nainggolan, Jonner; Beno, Ishak S.; Reba, Felix
Journal of Honai Math Vol. 8 No. 2 (2025): Journal of Honai Math
Publisher : Universitas Papua

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30862/jhm.v8i2.872

Abstract

The Wairon is a traditional warboat of the Biak tribe, characterized by its unique symmetrical structure tailored for combat navigation. This research explores the mathematical principles embedded in its construction from an ethnomathematical perspective, addressing the gap in literature on how indigenous maritime engineering reflects advanced spatial reasoning. The study aims to document and analyze the symmetrical design elements of the Wairon to uncover how Biak boatbuilders apply geometric and anthropometric logic in practice. Using an exploratory qualitative method with triangulation, data were gathered through 12 in-depth interviews with cultural experts and elder artisans, direct observations of three traditional boat-building sessions, and literature analysis of maritime knowledge. Triangulation was applied by comparing themes that emerged independently across these three data sources. The collected qualitative data were analyzed using a thematic coding framework with multiple coding cycles, focusing on patterns of symmetry, measurement techniques, and structural logic. Codes were reviewed through peer validation and saturation was reached after the third data source. Symmetry in this study is operationally defined as bilateral congruence across a central longitudinal axis, as observed in the mirrored placement of najun (crossbeams), outriggers, pegs, and bow carvings. Evidence was gathered through measurements of spatial repetition, alignment consistency, and anthropometric mapping (e.g., arm span and fathom units) used by artisans during construction. Key findings highlight that the Wairon's design reflects a high degree of symmetry not only for aesthetic or symbolic purposes but also for tactical advantages in battle, allowing seamless directional shifts. The theoretical implications contribute to the expansion of ethnomathematics by contextualizing symmetry as both a cultural logic and a navigational solution, while practically, these insights provide a model for integrating indigenous design principles into STEM education and support initiatives for digital heritage preservation and virtual reconstruction of traditional technologies
DISTRIBUTION MODEL OF HUMAN DEVELOPMENT INDEX IN PAPUA PROVINCE BASED ON REGIONAL CLUSTERING Wororomi, Jonathan K.; Sroyer, Alvian M.; Morin, Henderina; Reba, Felix; Beno, Ishak S.; Wambrauw, Oscar O. O.
BAREKENG: Jurnal Ilmu Matematika dan Terapan Vol 19 No 4 (2025): BAREKENG: Journal of Mathematics and Its Application
Publisher : PATTIMURA UNIVERSITY

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30598/barekengvol19iss4pp2693-2708

Abstract

Modeling the distribution of Human Development Index (HDI) components is essential to uncover underlying disparities and guide targeted policy interventions. This study aims to analyze HDI data, focusing on the average length of schooling across 26 districts in Papua Province from 2010 to 2023, to identify the most suitable probability distribution model. Using the k-means clustering method, two main groups were identified based on the average length of schooling. Cluster 1 includes 11 districts with a Weibull distribution, characterized by a scale parameter of 8.9931 and a shape parameter of 16.1272, indicating significant variation in education duration. Cluster 2 consists of 15 districts with a scale parameter of 3.73006 and a shape parameter of 8.07662, showing a distribution with a long tail and greater variability. This study provides insights into the distribution patterns of education duration in Papua, which could aid policymakers in making more targeted decisions and allocating resources efficiently. The findings also highlight regional disparities and the need for specific educational interventions. These results are valuable for government entities, NGOs, researchers, and international donors interested in improving educational outcomes in underdeveloped areas. However, the analysis is limited by the scope of available data and the assumption of homogeneity within clusters.