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All Journal Sinkron : Jurnal dan Penelitian Teknik Informatika Saintifik : Jurnal Matematika, Sains, dan Pembelajarannya Range : Jurnal Pendidikan Matematika BERNAS: Jurnal Pengabdian Kepada Masyarakat Jurnal Abdimas Sangkabira Indonesian Community Journal Journal of Health, Education, Economics, Science, and Technology (J-HEST) Malcom: Indonesian Journal of Machine Learning and Computer Science KOLONI Jurnal Inovasi Pengabdian dan Pemberdayaan Masyarakat Amal Ilmiah: Jurnal Pengabdian Kepada Masyarakat STATISTIKA EBAMUKAI; JURNAL PENGABDIAN ILMU PENGETAHUAN DAN TEKNOLOGI
Winda Ade Fitriya B
Universitas Cenderawasih
Religion Agriculture, Biological Sciences & Forestry Humanities Civil Engineering, Building, Construction & Architecture Computer Science & IT Decision Sciences, Operations Research & Management Dentistry Economics, Econometrics & Finance Education Environmental Science Health Professions Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Neuroscience Nursing Physics Public Health Social Sciences Veterinary Other

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Penguatan Literasi dan Numerasi Anak melalui Permainan Edukatif Kartu Huruf dan Kartu Matematika Sumardi, Sitti Rosnafian; Hisyam, Muhammad; Paratiwi, Mustika Endah; Luanmasa, Chlara Thesalonica; Bria, Lorenso Apriyanto; Kainama, Tamara Louraine Jeanette; Pratiwi, Anita; Tobi, Claudius Hendraman B; Fitriya B, Winda Ade; Seru, Febby
I-Com: Indonesian Community Journal Vol 6 No 1 (2026): I-Com: Indonesian Community Journal (Maret 2026)
Publisher : Fakultas Sains Dan Teknologi, Universitas Raden Rahmat Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70609/i-com.v6i1.9380

Abstract

Penguatan literasi dan numerasi anak sangat penting untuk meningkatkan kualitas pendidikan dasar di Papua. Kegiatan pengabdian masyarakat ini dilaksanakan di Rumah Baca Ayapo, Sentani Timur, Papua, pada 4 dan 12 Juli 2025 dengan melibatkan 26 anak. Metode pelaksanaan dilakukan secara terstruktur melalui tiga tahapan utama: (1) Tahap persiapan, meliputi koordinasi mitra, penyusunan aturan permainan, dan instrumen evaluasi; (2) Tahap pelaksanaan, menggunakan pendekatan partisipatif, demonstratif, dan pelatihan (learning by doing) melalui permainan edukatif kartu huruf serta kartu matematika (MathemaCard: Duel Berhitung); dan (3) Tahap evaluasi, untuk mengukur capaian kognitif serta observasi perilaku afektif. Teknik pengukuran hasil menggunakan instrumen pre-test dan post-test sederhana serta wawancara singkat . Hasil kegiatan menunjukkan peningkatan signifikan pada skor rata-rata literasi (25% menjadi 75%) dan numerasi (20% menjadi 70%). Selain aspek kognitif, media ini efektif meningkatkan rasa percaya diri, motivasi belajar, dan keterampilan sosial anak. Media ini merupakan solusi inovatif yang mudah direplikasi untuk komunitas lokal.
PENENTUAN RUTE di APLIKASI GOOGLE MAPS DENGAN MENGGUNAKAN GRAF DAN ALGORITMA PRIM Winda Ade Fitriya B; Sitti Rosnafi’an Sumardi; Nicea Roona Paranoan; Caecilia Bintang Girik Allo
KOLONI Vol. 2 No. 1 (2023): MARET 2023
Publisher : Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/koloni.v2i1.434

Abstract

Along with the times, many technologies and applications were created to meet human needs. Applications that are quite developed at this time is a navigation application. One of the well-known and frequently used navigation applications is Google Maps. By using the Google Maps application, people can find out where they are and know the route to get to their destination very easily. This paper discusses route selection in the Google Maps application using the prim graph and algorithm. Keywords: Graph, Prims’s Algorithm Prim, Route, Application
PERBANDINGAN METODE KLASIFIKASI KEGAGALAN SIMULASI MODEL IKLIM Perbandingan Metode Klasifikasi Kegagalan Simulasi Model Iklim Caecilia Bintang Girik Allo; Nicea Roona Paranoan; Winda Ade Fitriya B; Sitti Rosnafi’an Sumardi
KOLONI Vol. 2 No. 1 (2023): MARET 2023
Publisher : Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/koloni.v2i1.438

Abstract

Simulation of climate model is used to produce climate models used to estimate climate in the future using some software. Simulation of climate model has two probability, they are success or failure. The problem is when the simulation is fail. There are 18 variables that used to predict the simulation. Feature selection is used to reduce the dimension of variables using RFECV method. There are 11 variables that important to simulation of climate. There are 46 from 540 simulations that fail. Furthermore, SMOTE is used to handle imbalance cases. The classification method used in this paper are Logistic Regression, Naïve Bayes, Support Vector Machine (SVM), and Random Forest. The AUC value were not significantly different for the four methods when using SMOTE. However, the highest AUC was obtained by SVM method, so the simulation of climate model can be predicted by SVM method. Keywords: AUC, SMOTE, RFECV, Logistic Regression, SVM, Random Forest, Naïve Bayes
ANALISIS MATEMATIKA PADA PENYEBARAN VIRUS NIPAH (NiV) DENGAN MENGGUNAKAN KENDALI OPTIMAL METODE Pontryagin Maximum Principle (PMP) Sitti Rosnafi’an Sumardi; Cecilia Bintang Girik Allo; Winda Ade Fitriya B; Nicea Roona Paranoan
KOLONI Vol. 2 No. 1 (2023): MARET 2023
Publisher : Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/koloni.v2i1.440

Abstract

Nipah virus (NiV) is a virus that can be transmitted. This journal discusses the use of optimal control strategies to minimize populations or individuals infected with the NiV virus. We developed a mathematical model for the spread of Nipah vision (NiV) with two control strategies, namely community awareness and treatment. The aim of this study is to minimize the number of infected individuals and to reduce the costs required to create awareness and treatment at set time intervals. To achieve this goal the authors use the Pontryagin Maximum Principle (PMP) method. To see the effectiveness of using the optimal control strategy, the authors use the Runge Kutta Order 4 method (RK 4: Forward & Backward). The results of the simulation show that using two controls (public awareness and treatment) can optimally reduce the number of individuals infected with Nipah virus (NiV). Keywords: Optimal Control, Infectious Diseases, Nipah Virus, PMP, Runge Kutta Order 4
Peningkatan Literasi Sains Anak Melalui Pembuatan Filter Air Sederhana di Rumah Baca Ayapo Sitti Rosnafian Sumardi; Muhammad Hisyam; Mustika Endah Pratiwi; Tamara Louraine Jeanette Kainama; Claudius Hendraman B Tobi; Winda Ade Fitriya B; Febby Seru; Radian Januari Situmeang
Amal Ilmiah: Jurnal Pengabdian Kepada Masyarakat Vol. 7 No. 2 (2026)
Publisher : FKIP Universitas Halu Oleo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36709/amalilmiah.v7i2.727

Abstract

Permasalahan rendahnya literasi sains anak serta minimnya pemahaman mengenai pengolahan air bersih menjadi latar belakang kegiatan pengabdian kepada masyarakat di Rumah Baca Kampung Ayapo, kawasan pesisir Danau Sentani. Danau Sentani sebagai sumber utama air tawar utama bagi masyarakat setempat menghadapi permasalahan kualitas air akibat sedimentasi, limbah domestik, dan aktivitas permukiman, sehingga air danau sering kali digunakan dalam kondisi kurang layak konsumsi. Kegiatan ini bertujuan meningkatkan literasi sains anak sekaligus menumbuhkan kesadaran ekologis melalui praktik pembuatan filter air sederhana. Metode pelaksanaan menggunakan pendekatan learning by doing dengan melibatkan 28 peserta usia sekolah dasar hingga remaja. Rangkaian kegiatan meliputi edukasi urgensi air bersih, pengenalan alat dan bahan, serta eksperimen merakit media filtrasi menggunakan bahan lokal seperti botol bekas, sabut kelapa, pasir silika, dan resin. Hasil kegiatan menunjukkan peningkatan pemahaman peserta dari 25% pada pre-test menjadi 90% pada post-test. Peserta mampu mengamati perubahan fisik air dan menarik kesimpulan ilmiah sederhana. Disimpulkan bahwa pembelajaran eksperimen langsung efektif meningkatkan literasi sains, keterampilan proses, dan kepedulian lingkungan, serta berpotensi menjadi program edukasi berkelanjutan yang dapat direplikasi secara mandiri oleh anak dan komunitas lokal.
Co-Authors Allo, Caecilia Bintang Girik Aryanto Aryanto Bobi Frans Kuddi Bria, Lorenso Apriyanto Caecilia Bintang Girik Allo Cecilia Bintang Girik Allo Chrisinta, Debora Claudius Hendraman B. Tobi Febby Seru FEBY SERU Felycitae Ekalaya Appa Hamzah, Hardi Imam Mishbach Kainama, Tamara Louraine Jeanette Kobak, Unyil Lolita Tuhumena Luanmasa, Chlara Thesalonica mone, ferdinandus Muhammad Hisyam Muhammad Hisyam Musakar, Rafika Dewitasari Kahar Mustika Endah Pratiwi Nazal, Muhammad Asghar Nicea Roona Paranoan Papriani, Nada Pertiwi Pratiwi, Anita Radian Januari Situmeang Rahmadhan, Richardo Valentino Saputro, Agung Dwi Sari, Nur Nilam Seru, Febby Simarmata, Justin Eduardo Sitti Rosnafian Sumardi Sitti Rosnafi’an Sumardi Sumardi, Sitti Rosnafi'an Sumardi, Sitti Rosnafian Tamara Louraine Jeanette Kainama