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Literatur Review: Klasifikasi Penyakit Menular Seksual (PMS) Menggunakan Naïve Bayes dan Metode Machine Learning Terkait Raharja Adhi Putrayana; Rizki Ramadhan; Rangga Irgi Saputra; Rahmat Abdul Sahid
OKTAL : Jurnal Ilmu Komputer dan Sains Vol 3 No 09 (2024): OKTAL : Jurnal Ilmu Komputer Dan Sains
Publisher : CV. Multi Kreasi Media

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Abstract

Sexually transmitted diseases (STD) are a significant health problem worldwide. Correct identification and classification of this disease is essential to support early diagnosis and effective treatment. Various machine learning methods, including Naïve Bayes, have been used to automatically classify these diseases. This article reviews existing literature regarding the use of the Naïve Bayes method and other machine learning techniques in PMS classification. Based on analysis of at least five research journals, Naïve Bayes shows good performance in disease classification, although the results still depend on data quality. Several other methods such as Decision Tree, Support Vector Machine (SVM), and K-Nearest Neighbor (KNN) are also often used as comparisons in this research. This review provides insight into the strengths and weaknesses of each method in PMS classification as well as the potential for their integration to increase the accuracy and speed of diagnosis.
SOSIALISASI DATA ANALYST DAN PERKEMBANGANNYA Bintang; Robby Septiadi; Rendy Wijaya Saputra; Adinda Rachma Pradiah; Rizki Ramadhan; Ibnu Rafli Azahwa; Aisha Shinta Az-Zahra; Rangga Irgi Saputra8; Dimas Bagus Darmawan; Muhammad Irfan Maulana; Rinna Rachmatika
APPA : Jurnal Pengabdian Kepada Masyarakat Vol 2 No 6 (2025): APPA : Jurnal Pengabdian kepada Masyarakat
Publisher : Shofanah Media Berkah

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Abstract

Sosialisasi ini bertujuan memperkenalkan profesi Data Analyst kepada siswa SMP YAPPA Depok. Data Analyst dijelaskan sebagai profesi yang menganalisis data untuk memecahkan masalah dan membuat keputusan yang lebih baik. Sosialisasi ini akan mencakup contoh-contoh sederhana penggunaan data dalam kehidupan sehari- hari, seperti menganalisis tren penjualan di kantin sekolah atau menghitung rata-rata nilai ujian. Siswa juga akan diperkenalkan dengan alat- alat sederhana yang digunakan Data Analyst, serta perkembangan teknologi yang mendukung profesi ini di masa depan. Diharapkan sosialisasi ini dapat menumbuhkan minat siswa terhadap data dan teknologi. Oleh karena itu kita mensosialisasikan terhadap para siswa di SMP mulai dari Sosialisasi Data Analyst ini dirancang untuk memperkenalkan siswa SMP YAPPA Depok pada konsep dasar analisis data. Melalui kegiatan interaktif dan contoh-contoh yang relevan dengan kehidupan mereka, siswa akan diajak memahami pentingnya pengumpulan, pengorganisasian, dan interpretasi data. Sosialisasi ini akan menekankan keterampilan berpikir kritis dan pemecahan masalah dengan menggunakan data, seperti mengidentifikasi pola dan tren dari data sederhana. Selain itu, sosialisasi akan menyinggung perkembangan teknologi data yang relevan dengan kehidupan sehari-hari mereka, seperti penggunaan aplikasi dan media sosial. Tujuannya adalah untuk membangun fondasi pemahaman awal tentang analisis data dan memotivasi siswa untuk mengembangkan keterampilan berpikir analitis mereka.
Deteksi Kesehatan Keuangan Industri Department Store Selama Periode 2020 – 2022 Menggunakan Financial Discriminant Models Altman Z-Score Irhamdani Irhamdani; Rival Perdana; Rizki Ramadhan; Yanuar Buana Paksi; Yudha Hartlanda Martianto; Yanuar Ramadhan6
AKUNTANSI 45 Vol. 5 No. 1 (2024): Jurnal Ilmiah Akuntansi
Publisher : Fakultas Ekonomi Program Studi Akuntansi Universitas 45 Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30640/akuntansi45.v5i1.2476

Abstract

This study aims to determine the condition of the company's financial health during the 2020-2022 period. The sampling technique used is purposive sampling. This research was conducted on department store companies. The data used in this study is secondary data obtained from the websites of each company. This research tries to find the factors causing the decline in the company's liquidity level through the company's financial report data during the 2020-2022 period, based on the research conducted several factors were found to be the phenomenon of a decrease in the level of sales that occurred due to the impact of social restrictions large-scale so that it affects the company's sales level and disruption of the company's cash flow. From the results of the research conducted, the authors hypothesize several solutions that other similar companies can use in dealing with the impact of the crisis, some example is to create new market options that utilize technology such as increasing market networks and dividing the ratio of direct sales and indirect sales. Research results and theoretical implications obtained by the authors are expected to be used for the next 2-3 years after the crisis ends.
UTILIZATION OF DIGITALIZATION FOR MSME DEVELOPMENT AS A PILLAR OF ECONOMIC DEVELOPMENT Diwayana Putri Nasution; Hilmi; Rizki Ramadhan; Feri Susilawati; Rachmad Ikhsan; Lia Nazliana Nasution; Wahyu Indah Sari
International Journal of Accounting, Management, Economics and Social Sciences (IJAMESC) Vol. 3 No. 1 (2025): February
Publisher : PT. ZILLZELL MEDIA PRIMA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61990/ijamesc.v3i1.467

Abstract

The purpose of this study is to see the use of MSME digitalization to develop MSMEs as a pillar of economic development. Digitalization is very necessary in the global era, where human resources are required to be able to adapt to the development of digitalization. However, in reality, this has not happened comprehensively in various aspects of MSMEs. The reason behind this research is that many MSMEs still do not have adequate capabilities in terms of digitalization. The research method used is the literature review method and digitalization theory which explains the use of digitalization for the development of MSMEs. The results of the study show that the use of digitalization is very influential in increasing the competitiveness of MSMEs and their development. MSMEs also contribute optimally to economic development. The suggestion from this study is that training and development of digitalization capabilities are needed in an effort to increase the development of MSMEs as a pillar of Indonesia's development.
The Effect of Cold Water Immersion on Arm Muscle Strength in the Basketball Team at SMA Negeri 3 of Malang City Rizki Ramadhan; Widiawati, Prisca; Ramadhan, Muhammad Putra
Indonesian Journal of Sport Management Vol. 5 No. 1 (2025): Indonesian Journal of Sport Management
Publisher : Universitas Majalengka

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31949/ijsm.v5i1.11714

Abstract

Arm muscle strength is essential in basketball, especially in dribbling, shooting, and passing techniques. Therefore, to maintain good physical condition, it is necessary to also consider the recovery methods after training. The goal of this study is to determine the effect of cold water immersion on the arm muscle strength of the basketball team at SMA Negeri 3 of Malang City. This research utilizes an experimental study method. The design used in this research is the "One-group pretest-posttest design”. The results in the study showed that the women's basketball team received a significant value of 1.000 for the pull test and 0.802 for the push test, while the men's basketball team received a significant value of 0.042 for the pull test and 0.006 for the push test. Thus, it can be concluded that there is no effect of recovery using cold water immersion on the arm muscle strength of the female’s basketball team at SMA Negeri 3 of Malang City, but there is an effect of recovery using cold water immersion on the arm muscle strength of the male’s basketball team at SMA Negeri 3 of Malang City. This condition is caused by several factors, that is (1) hormonal differences between male and female athletes, (2) slower muscle adaptation in females, and (3) muscle size and composition.
STRATEGI DIGITALISASI DALAM PEMASARAN: PEMBERDAYAAN TERHADAP KELOMPOK SADAR WISATA DESA WISATA DAN BUDAYA ARGOSARI DALAM RANGKA REVITALISASI OBJEK WISATA B-29 Anggraini Nawal; Devi Shinta; Fajar Nur; Itsnayni Aniysah; Muhammad Rofiq; Nadidah Nur; Rina Erfiana; Rizki Ramadhan; Machfud Bachtiyar
Kreativitas Pada Pengabdian Masyarakat (Krepa) Vol. 4 No. 9 (2025): Kreativitas Pada Pengabdian Masyarakat (Krepa)
Publisher : CV SWA Anugerah

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.8765/krepa.v4i9.11548

Abstract

Penelitian ini bertujuan untuk mengevaluasi efektivitas program pemberdayaan masyarakat melalui digitalisasi pemasaran pada Kelompok Sadar Wisata (POKDARWIS) Desa Wisata dan Budaya Argosari, Lumajang. Metode yang digunakan adalah Asset Based Community Development (ABCD) melalui kuesioner evaluasi dengan skala Guttman, yang mencakup lima aspek: pengetahuan, pemahaman, penerapan, analisis, dan sintesis. Hasil penelitian menunjukkan bahwa mayoritas peserta dapat mengingat dan memahami informasi yang dipelajari dengan baik. Dalam aspek pengetahuan, 40% peserta dapat dengan baik mengingat informasi yang telah dipelajari dan 60% cukup mengingat informasi yang telah dipelajari. Dalam aspek pemahaman 67% peserta dapat dengan baik menjelaskan kembali informasi yang telah dipelajari melalui kata kata sendiri, dan 33% peserta menyatakan cukup dalam menjelaskan kembali informasi yang telah dipelajari melalui kata kata sendiri . Dalam aspek penerapan, 47% peserta dapat dengan baik menggunakan informasi yang telah dipelajari untuk keberlanjutan, dan 47% peserta dapat dengan cukup menggunakan informasi yang telah dipelajari untuk keberlanjutan, dan 6% peserta kurang bisa menggunakan informasi yang telah dipelajari untuk keberlanjutan. Pada aspek analisis, 60% peserta dapat dengan baik menemukan hubungan antara informasi yang telah dipelajari, dan 40% peserta dapat dengan cukup menemukan hubungan antara informasi yang telah dipelajari.
The effect of cold water immersion on arm muscle strength in the basketball teamThe effect of cold water immersion on arm muscle strength in the basketball team Rizki Ramadhan; Prisca Widiawati; Muhammad Putra Ramadhan
Bravo's: Jurnal Program Studi Pendidikan Jasmani dan Kesehatan Vol 13 No Special Issue 1 (2025): Bravo's: Journal of Physical Education and Sport Science
Publisher : Physical Education Departement of University PGRI Jombang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32682/bravos.v13i1/113

Abstract

The goal of this study is to determine the effect of cold water immersion on the arm muscle strength of the basketball team at SMA Negeri 3 of Malang City. This research utilizes an experimental study method. The design used in this research is the "One-group pretest-posttest design”. The results of the study show that the pretest results for the arm muscle strength of the female's basketball team indicate an average arm muscle strength score of 14.33 for the pull test and 15.50 for the push test, whereas the posttest results for arm muscle strength become 14.33 for the pull test and 15.66 for the push test. The significance values obtained are 1.000 for the pull test and 0.802 for the push test. Meanwhile, the results for the male's basketball team indicate that the pretest results for arm muscle strength show an average arm muscle strength score of 20.33 for the pull test and 24.16 for the push test, while the posttest results become 22.16 for the pull test and 25.91 for the push test. The significance values obtained are 0.042 for the pull test and 0.006 for the push test. Thus, it can be concluded that there is no effect of recovery using cold water immersion on the arm muscle strength of the female’s basketball team at SMA Negeri 3 of Malang City, but there is an effect of recovery using cold water immersion on the arm muscle strength of the male’s basketball team at SMA Negeri 3 of Malang City.
Implementasi Keperawatan Komunitas Dengan Edukasi, Senam Hipertensi, Dan Pemberian Jus Tomat Terhadap Penderita Hipertensi Siti Nayla Hijriatun N; Rizki Ramadhan; Ria Resti Fauzi; Putri Sukma Dewi; Putri Nurdiani; Navalia; Nadia Febrianti; M. Nurpaqi; Mutiara Annallisa Bella; Universitas Yatsi Madani; Siti Mutmainah
Jurnal Dunia Ilmu Kesehatan (JURDIKES) Vol. 3 No. 1 (2025): JURDIKES - JUNI
Publisher : PT. Padang Tekno Corp

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59435/jurdikes.v3i1.539

Abstract

Latar Belakang: Hipertensi merupakan masalah kesehatan global dengan prevalensi tinggi dan menjadi faktor risiko utama penyakit kardiovaskular. Kondisi ini sering tanpa gejala (silent killer) sehingga memerlukan pendekatan keperawatan komunitas melalui intervensi berfokus pada masyarakat untuk pengendalian yang efektif. Tujuan: Kegiatan ini bertujuan untuk memberikan gambaran implementasi keperawatan komunitas melalui edukasi kesehatan, senam hipertensi, dan pemberian jus tomat dalam pengendalian tekanan darah penderita hipertensi. Metode: Penelitian quasi experimental dengan rancangan one group pre-test post-test design yang diikuti 20 penderita hipertensi sesuai kriteria inklusi. Intervensi dilakukan 3 kali pertemuan (45 menit) meliputi edukasi kesehatan, senam hipertensi, dan pemberian jus tomat. Data dikumpulkan melalui pre-test dan post-test menggunakan kuesioner pengetahuan dan pengukuran tekanan darah, dianalisis secara deskriptif. Hasil: Setelah dilakukan implementasi edukasi kesehatan, senam hipertensi, dan pemberian jus tomat menunjukkan peningkatan pengetahuan dari 10% menjadi 95% berkategori baik serta penurunan tekanan darah sistolik sebesar 20 mmHg dan diastolik sebesar 13 mmHg. Kesimpulan: Pelaksanaan edukasi kesehatan, senam hipertensi, dan pemberian jus tomat terbukti efektif menurunkan tekanan darah pada penderita hipertensi dan dapat diterapkan sebagai program kesehatan masyarakat.
IMPLEMENTATION OF OUTCOME BASED EDUCATION (OBE) CURRICULUM ON THE QUALITY OF ACCOUNTING DIPLOMA GRADUATES AT ACEH POLYTECHNIC Hilmi; Rizki Ramadhan; Meutia Handayani; Ardian; Dewi Maya Sari
Multidiciplinary Output Research For Actual and International Issue (MORFAI) Vol. 4 No. 4 (2024): Multidiciplinary Output Research For Actual and International Issue
Publisher : RADJA PUBLIKA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54443/morfai.v4i4.2371

Abstract

The implementation of the Outcome-Based Education (OBE) curriculum in the D3 Accounting Study Program is an effort to prepare graduates with skills relevant to the current job market needs. This study aims to analyze the implementation of the OBE curriculum in the program, focusing on skills that support job readiness, such as critical thinking, effective communication, collaboration, and creativity. The research method used is a qualitative approach with data collection techniques through observation, interviews, and document studies. The research results indicate that the implementation of the OBE curriculum has increased the relevance of learning to the demands of the workforce, but still faces challenges such as limited resources and the need to expand collaboration with external parties. These findings indicate that the OBE curriculum is effective in equipping students with the practical skills needed in Industry 5.0, while also developing their academic and professional potential. The implications of this research are expected to serve as a reference for other educational institutions in implementing the OBE curriculum, particularly in the D3 Accounting Study Program.bstract also written in English containing key issues, objectives, methods and results. Abstract written in a single paragraph is, no more than 200 words. (Times New Roman 11, single space, and italics).
Peran Sarana dan Prasarana oleh Tenaga Kependidikan dalam Mendukung Proses Pembelajaran yang Efektif di SMAN 1 Majalaya Karawang Rizki Ramadhan; Laila Febriani Ulin Nikmah; Putri Meilani Mutiara Pribadi; Hinggil Permana
JISPENDIORA Jurnal Ilmu Sosial Pendidikan Dan Humaniora Vol. 4 No. 2 (2025): Agustus: Jurnal Ilmu Sosial, Pendidikan Dan Humaniora (JISPENDIORA)
Publisher : Badan Penerbit STIEPARI Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56910/jispendiora.v4i2.2251

Abstract

The purpose of this study is to examine the importance of infrastructure and facilities management in efforts to improve educational standards. A qualitative approach using literature study methodoogy. The results of the study indicate that infrastructure and facilities management is very important in efforts to improve educational standards, which are examined from the following perspectives: 2) Definition of infrastructure and facilities management, which includes efforts to utilize and manage facilities to support the educational process in schools; 1) Definition of infrastructure and facilities, which includes its role as a supporting element in achieving learning activities based on the curriculum in each educational unit; 3) Principles of infrastructure and facilities management, such as a) the principle of achieving goals, c) administrative principles, d) principles of clarity of responsibility, and e) principles of cohesion; 4) stages of management of facilities and infrastructure, including planning, acquisition, utilization, inventory, maintenance, and transfer; and 5) the relationship between the existence of facilities and infrastructure and the improvement of educational standards, where schools that have adequate facilities and infrastructure are usually better prepared to improve educational standards.
Co-Authors Abd. Rasyid Syamsuri Adi Dwi Susanto Adinda Rachma Pradiah Aditya Mahendra Aisha Shinta Az-Zahra Amir Riza Anggraini Nawal Annes Waren Ardian Azwar Thaib Bintang Desy Mairita Devi Shinta Dewi Maya Sari Dimas Bagus Darmawan Diwayana Putri Nasution Dyah Ayu Marrantika Fajar Nur Feri susilawati Fitriyani Fitriyani Handayani, Meutia Haris Dibdyaningsih Haryono, Wasis Hendra Sudarso Hilmi Hinggil Permana Ibnu Rafli Azahwa Ilham Mujahid Irhamdani Irhamdani Itsnayni Aniysah Iwan Hasri Jamal Maulana Hudin Laelatur Rosyidah Laila Febriani Ulin Nikmah Lia Nazliana Nasution M. Hufron M. Nurpaqi Machfud Bachtiyar Maimun Nusufi Muhammad Irfan Maulana Muhammad Putra Ramadhan Muhammad Rofiq Mutiara Annallisa Bella N. Rachma Nadia Febrianti Nadidah Nur Naofal Syamil Azaky Naufal Ilyas Saputra Navalia Nazwira Azani Nurhayati Nurhayati Nurshal Hasbi Nyak Amir Pribadi, Denny Prisca Widiawati Putri Meilani Mutiara Pribadi Putri Nurdiani Putri sukma Dewi Rachmad Ikhsan Raharja Adhi Putrayana Rahmat Abdul Sahid Rangga Irgi Saputra Rangga Irgi Saputra8 Rendy Wijaya Saputra Ria Resti Fauzi Rina Erfiana Rinna Rachmatika Rival Perdana Rizal Amegia Saputra Robby Septiadi Selvionita Selvionita Sherly Fitri Bakar Siti Haeriyah Siti Mutmainah Siti Nayla Hijriatun N Suryadi Budi Utomo Syeilendra Syeilendra Trisa Tampubolon Universitas Yatsi Madani Wahyu Indah Sari Yaktiworo Indriani Yanuar Buana Paksi Yanuar Ramadhan6 Yos Sudarman Yudha Hartlanda Martianto Yuniar Dwi Ansari Siregar Zaitun Qamariah