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Implementation of the Support Vector Regression (SVR) Method in Inflation Prediction in Makassar City Ruliana, Ruliana; Rais, Zulkifli; Marni, Marni; Ahmar, Ansari Saleh
ARRUS Journal of Mathematics and Applied Science Vol. 4 No. 1 (2024)
Publisher : PT ARRUS Intelektual Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35877/mathscience2608

Abstract

Inflation is an important economic indicator, the growth rate is always kept low and stable. One step to deal with the possibility of a high inflation rate is to know the picture of the inflation rate in the future by making predictions. Prediction is a method used to determine a value or need in the next period. Support Vector Regression (SVR) is a development of the Support Vector Machine (SVM) method which is used for regression cases which can handle non-linear data cases. The problem that often occurs when using the SVR method is determining optimal model parameters. One way to determine the best parameters for the SVR method is to use Grid Search Optimization. The stages of the SVR method include data normalization, dividing training data and testing data, using the Radial Basis Function kernel, selecting the best parameters using Grid Search Optimization, and making predictions using the best model obtained with parameters γ = 10, ∁ = 100, and ε. = 0.1 with k = 5. The prediction results obtained were then evaluated by looking at the RMSE value, the RMSE value obtained was 0.029, which means the model's ability to follow the data pattern well and the prediction results made were very good.
Pengaruh Learning Organization dan Employee Engangement Terhadap Perkembangan Human Capital Pada Karyawan PT. Masmindo Dwi Area Kabupaten Luwu Marni, Marni; Amanda, Nadila; Riza, Erwina Erwina, Muhammad Cholid
YUME : Journal of Management Vol 7, No 3 (2024)
Publisher : Pascasarjana STIE Amkop Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37531/yum.v7i3.7483

Abstract

Penelitian ini bertujuan untuk mengetahui Pengaruh  Learning Organization dan Employee Engangement Terhadap Perkembangan Human Capital Pada Karyawan PT.Masmindo Dwi Area Kabupaten Luwu. Teknik pengumpulan data yang digunakan yaitu melalui observasi,Interview (wawancara), dan kuesioner (Angket). Sampel dalam penelitian ini adalah Karyawan PT.Masmindo Dwi Area yang Berjumlah 50 Orang. Sedangkan teknik analisis data yang digunakan yakni regresi linear berganda menggunakan aplikasi statistik IBM SPSS 25. Berdasarkan hasil penelitian yang dilakukan diperoleh hasil penelitian bahwa Learning Organization dan Employee Engangement berpengaruh signifikanTerhadap Perkembangan Human Capital Pada Karyawan PT.Masmindo Dwi Area Kabupaten Luwu.  Kata kunci: Learning Organization, Employee Engangement, Human Capital
Pelatihan Pengolahan Jajanan Sehat berbasis Rumpul Laut dalam rangka Pencegahan Masalah Gizi Buruk di Kabupaten Kupang: Training on Processing Seaweed-based Healthy Snacks in the Context of Preventing Malnutrition Problems in Kupang Regency Pellokila, Marthen Robinson; Picauly, Intje; Marni, Marni; Talahatu, Anna Henny
PengabdianMu: Jurnal Ilmiah Pengabdian kepada Masyarakat Vol. 9 No. 4 (2024): PengabdianMu: Jurnal Ilmiah Pengabdian kepada Masyarakat
Publisher : Institute for Research and Community Services Universitas Muhammadiyah Palangkaraya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33084/pengabdianmu.v9i4.6182

Abstract

Processed snacks are served in many places, in various types, and are very popular with various groups, including children under five. The snacks in question are traditional and manufactured drinks and processed foods. This service activity was carried out to increase the knowledge and skills of family mothers in choosing and processing healthy snacks for family members, including toddlers, in Tablolong Village, West Kupang District, Kupang Regency, on July 29, 2023, with 50 family mothers participating using the "Education and counseling and simulation.” Before the extension activities are carried out, pre and post-test evaluations will be carried out to measure the abilities and changes in attitudes and actions of the mothers participating in the training regarding the extension material. The pre-test results found that most (62.7%) of family mothers did not understand well healthy snacks (snacks) regarding the type, quantity, and correct method of processing food. However, after confirmation from the results of counseling and food processing simulations, it is known that 100% of family mothers already understand and can choose types of food, prepare simple but nutritious menus with processing methods that are friendly to the availability of sufficient and appropriate nutritional content that is needed and can ensure that the amount of food consumed is according to the needs per day per age per gender of family members.
PERGESERAN PRAKTIK RITUAL PERNIKAHAN DI GAMPONG BALEE, MEUREUBO KABUPATEN ACEH BARAT Wasiul, Wasiul; Marni, Marni; Eris, Erisma; Riska, Alfiza; Tiaja, Tiaja
Jurnal Society : Pengamat Perubahan Sosial Vol 4, No 1 (2024)
Publisher : Universitas Teuku Umar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35308/jspps.v3i2.11126

Abstract

Artikel ini mengkaji pergeseran nilai budaya dalam praktik pernikahan di GampongBalee,KecamatanMeureubo,KabupatenAcehBarat,denganfokuspadadampakmodernisasi dan perubahan sosial terhadap tradisi lokal. Meskipun pernikahan di Acehmemilikiakaryangkuatdalamadatdannilai-nilaiIslam,praktikpernikahankinimengalami transformasi yang signifikan, seperti pengurangan jumlah ritual tradisionaldan adopsi elemen-elemen modern yang lebih praktis. Ketegangan antara generasi tuayangberusahamenjagawarisanbudayadangenerasimudayanglebihmemilihkesederhanaan menciptakan dinamika baru dalam masyarakat. Selain itu, teknologi danmediasosialberperandalammengubahcaraperayaanpernikahan,memungkinkanpasangan untuk berbagi momen penting secara lebih luas. Meskipun terjadi perubahan,upayauntukmempertahankanelemen-elementradisionaltetapada,menunjukkanbahwamasyarakatGampongBaleeberusahamenemukankeseimbanganantaramenghormati tradisi dan beradaptasi dengan tuntutan zaman. Penelitian ini menyorotipentingnyamemahamidinamikainiuntukmenjagakeberlanjutanbudayalokalditengaharusmodernisasiyang kian deras. 
PENYULUHAN KEKERASAN TERHADAP ANAK DI KELURAHAN SEBANGAU Sentosa, Alfrid; Rosmawiah, Rosmawiah; Norsandi, Dedy; Karya, Betty; Marni, Marni; Aprilyansyah, Mahdi Surya; Manya, Manya
Batara Wisnu : Indonesian Journal of Community Services Vol. 5 No. 1 (2025): Batara Wisnu | Januari - April 2025
Publisher : Gapenas Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53363/bw.v5i1.343

Abstract

Violence against children is a serious problem that can interfere with children's physical, mental, and emotional development. In Sebangau Village, violence against children is still an issue that needs to be addressed comprehensively. This journal aims to explore counseling on violence against children in the region, by highlighting statistical data, case examples, and efforts that have been made to increase public awareness. Through this analysis, it is hoped that more effective strategies can be found in dealing with and preventing violence against children in Sebangau Village. Violence against children does not only have an impact on individuals, but also on society as a whole. When children experience violence, they are at risk of various mental health problems, such as depression, anxiety, and post-traumatic stress disorder (PTSD). In addition, children who are victims of violence tend to have difficulties in social interaction and learning, which can ultimately affect their future. In Sebangau Village, statistical data shows that the level of violence against children is still quite high. According to a report from the Women and Child Protection Office, there has been an increase in cases of violence against children in recent years. This shows that there is an urgent need to increase efforts to prevent and handle violence against children in the region. Overall, handling violence against children in Sebangau Village requires a holistic approach and involves all elements of society. By raising awareness, providing education, and building support networks, it is hoped that violence against children can be minimized and children can grow up in a safe and supportive environment. Through joint efforts, we can create a better future for future generations
Community Empowerment In The Prevention And Management Of Hypertension Marni, Marni; Firdaus, Insanul; Soares, Domingos; Mustain; Ananda Tri Nurjanah
International Journal of Community Services Vol. 2 No. 2 (2025): InJCS Vol 2 No 2 (2025)
Publisher : Rajaki of Tulip Medika Publisher

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

Abstract

Background: Lack of public knowledge and awareness of healthy lifestyle habits to prevent hypertension. Purpose: community empowerment in helping and increasing community awareness and ability in treating hypertension. Methods FGD to form a hypertension care group. Education and Training of cadres and groups caring for hypertension, early detection, prevention, and management of hypertension. Developing a routine health check program, getting rid of cigarettes, exercising regularly, maintaining a balanced diet, getting enough rest, managing stress (CERDIK) as modified by the service team, and providing assistance to cadres or groups caring for hypertension in utilizing health facilities. Result: Restructuring of health cadres/hypertension care groups, cadre assistance has been implemented to conduct health checks, increased knowledge about prevention and management of hypertension, the knowledge score during the pre-test was 60 and after counseling the score increased to 85. Conclusion: restructuring and assistance and counseling for cadres to increase knowledge and increase motivation to actively help residents in living a healthy lifestyle so that they can prevent and overcome hypertension. Keywords: Community Empowerment, Management Of Hypertension, Prevention. Prevention
GAMBARAN KESIAPSIAGAAN MASYARAKAT DALAM MENGHADAPI BENCANA GUNUNG MELETUS DI DESA DULIPALI, KECAMATAN ILEBURA, KABUPATEN FLORES TIMUR temu27, mariana; Nayoan, Chrsitina R; Takaeb, Afrona E. L.; Marni, Marni
Medika Alkhairaat: Jurnal Penelitian Kedokteran dan Kesehatan Vol 7 No 01 (2025): April
Publisher : Fakultas Kedokteran Universitas Alkhairaat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31970/ma.v7i01.272

Abstract

ABSTRAK Letusan Gunung Lewotobi Laki-laki di Desa Dulipali Kecamatan Ilebura Kabupaten Flores Timur memberikan dampak yang merugikan bagi kesehatan dan terdapat rumah warga yang mengalami kerusakan akibat abu vulkanik dan banjir lahar dingin. Siaga bencana sangat penting bagi masyarakat Desa Dulipali dalam mengatasi dampak negatif meletusnya Gunung Lewotobi. Penelitian ini merupakan penelitian kuantitatif deskriptif dengan metode survey yang bertujuan untuk mengetahui tingkat kesiapsiagaan masyarakat dalam menghadapi bencana gunung meletus. jumlah sampel sebanyak 134. Hasil penelitian menunjukkan tingkat pengetahuan dalam kategori sangat siap (68,7%), tingkat rencana tanggap darurat dalam kategori sangat siap (32,8%), tingkat sistem peringatan bencana dalam kategori belum siap (26,9%), dan tingkat mobilisasi sosial dalam kategori belum siap (49,3%). Sistem peringatan bencana masih dalam kategori kurang siap karena belum ada alat untuk dibunyikan ketika terjadi bencana dan pada mobilisasi sosial, masyarakat belum memiliki materi atau panduan dalam menghadapi bencana. Selain itu, berdasarkan survey didapatkan ada masyarakat yang tidak menggunakan masker saat terjadi erupsi. Perlu adanya pemasangan alat peringatan dini, distribusi panduan kesiapsiagaan, edukasi penggunaan masker untuk mencegah dampak kesehatan akibat abu vulkanik, dan meningkatkan kapasitas organisasi lokal agar mampu menjadi penggerak mobilisasi sosial yang tanggap terhadap bencana dan pembentukan jaringan sosial yang kuat untuk meminimalkan risiko dan dampak bencana. ABSTRACT The eruption of Mount Lewotobi in Dulipali Village, Ilebura Sub-district, East Flores Regency had a detrimental impact on health and there were houses damaged by volcanic ash and cold lava floods. Disaster preparedness is very important for the Dulipali Village community in overcoming the negative impacts of the eruption of Mount Lewotobi. This research is a descriptive quantitative study with a survey method that aims to determine the level of community preparedness in facing volcanic disasters. 134 samples. The results showed the level of knowledge in the category of very ready (68.7%), the level of emergency response plan in the category of very ready (32.8%), the level of disaster warning system in the category of not ready (26.9%), and the level of social mobilization in the category of not ready (49.3%). Based on the survey, it was found that there were people who did not use masks during the eruption. It is necessary to install early warning tools, distribute preparedness guides, educate the use of masks, increase the capacity of local organizations to be able to drive social mobilization that is responsive to disasters and form strong social networks to minimize the risks and impacts of disasters.
THE ROLE OF THE FAMILY IN HANDLING STUNTING INCIDENTS IN TODDLERS (CASE STUDY IN KARANGANYAR REGENCY) Mustain, Mustain; Marni, Marni; Sani, Fakhrudin Nasrul; Yuniarti, Tri
Klabat Journal of Nursing Vol. 7 No. 1 (2025): Building Resilient Communities
Publisher : Fakultas Keperawatan, Universitas Klabat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37771/kjn.v7i1.1213

Abstract

Stunting is an unresolved problem to date. In fact, there are still many areas in Indonesia that have quite high stunting rates in toddlers, one of which is in Karanganyar Regency. This study aims to determine the study of the role of the family in handling stunting in toddlers. In answering the research objectives, a phenomenological approach was used which is included in one of the qualitative methods. The sampling technique was carried out purposively, namely in Gebyog Village, Mojogedang District. The sample size in the study was 10 parents who had stunted children in Gebyog Village, Mojogedang District. Qualitative analysis of the research results was also presented using the collaizi method by conducting interviews and making field notes with word-for-word transcripts. Based on the results of the study, it can be seen that the role of parents is mostly at a sufficient level. The results of the study also stated that the nutritional status of most children is at a low level. This is due to the limited economic status of the parents' household so that nutritional intake cannot be met optimally. The results of the study also stated that 4 aspects were identified that were suspected of having an influence, namely perspective and experience, psychological response, parental expectations and moral and material support. Parents' experience in preventing stunting, namely the desire and motivation for stunting to occur. Parents are expected to try to access information related to stunting prevention and apply it in everyday life.
Socioeconomic Determinants of Stunting Among Toddlers in the Working Area of Tarus Health Center, Kupang Regency Lay Djara, Desi Darmiati; Marni, Marni; Oematan, Grouse
Timorese Journal of Public Health Vol 6 No 3 (2024): Timorese Journal of Public Health
Publisher : Faculty of Public Health, Nusa Cendana University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35508/tjph.v6i3.20706

Abstract

Stunting is a chronic malnutrition problem caused by inadequate nutritional intake over a prolonged period due to improper feeding practices that do not meet nutritional needs. The percentage of stunted children at the Tarus Health Center has increased every year from 2019 to 2022. This study aims to determine the socioeconomic factors associated with stunting among children under five in the working area of Tarus Health Center, Kupang Regency. This type of research is an analytical survey with a case-control study design. The sample consisted of 36 cases and 36 controls, selected using probability sampling techniques. Data collection was carried out through observation and structured interviews using questionnaires. Data analysis included univariate and bivariate analysis using the chi-square test. The results showed that the factors associated with stunting were family income (p-value = 0.023) and history of infectious diseases (p-value = 0.001), while factors not associated were maternal education (p-value = 0.617) and maternal occupation (p-value = 0.629). Based on these findings, it is expected that health workers provide education on proper dietary practices by utilizing local resources, and the government should also create adequate job opportunities so that human resources can improve, thereby reducing stunting rates in families.
Arabic Learning Strategy for Early Childhood in Raudhatul Athfal Harapan Bunda Marni, Marni; Rahmi, Rahmi
Tanwir Arabiyyah: Arabic as Foreign Language Journal Vol 5, No 1 (2025)
Publisher : Universitas Muhammadiyah Sumatera Barat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31869/aflj.v5i1.6671

Abstract

This study examines the challenges and strategies of teaching Arabic in Raudhatul Athfal Harapan Bunda, an Islamic early childhood education institution in Indonesia. Despite Arabic’s religious significance, young learners face difficulties due to its complex script, limited exposure, and reliance on traditional methods like rote memorization. Additionally, systemic barriers-such as teachers’ low Arabic proficiency (70% lack formal training), scarce interactive resources (65% of schools lack multimedia tools), and minimal parental involvement (only 40% support home practice)—hinder effective instruction. The research aims to: 1) analyze current Arabic teaching strategies, 2) evaluate their alignment with child-centered pedagogies, and 3) propose evidence-based improvements. Using a qualitative case study design, data were collected through classroom observations, teacher interviews, and document analysis. Findings reveal that multisensory methods (e.g., vocabulary songs, TPR for body parts) and interactive media (e.g., flashcards, apps) enhance engagement, corroborating theories like play-based learning, and multimedia learning. However, teacher training gaps and resource shortages limit efficacy. The study concludes by advocating for phonetics-focused teacher workshops, low-cost digital tools, and parental engagement programs to optimize Arabic acquisition.
Co-Authors Abidin, Saenal Abu Bakar, Ash-Shidik AFIFAH NUR HIDAYAH, AFIFAH NUR Ahmad Syarief, Ahmad Ahmar, Ansari Saleh Akhmad Syarif Allania Hanung Putri Sekar Ningrum Amanda, Nadila Ananda Tri Nurjanah Anderias Umbu Roga Andi Rizkiyah Hasbi Antika, Tiara Fika Aprilyansyah, Mahdi Surya Arda, Atma Arianti, Silvia Ashari, Mirza Purta Asro Laelani Indrayanti Assidiq, Muhammad Atanggae, Putra Samudra Aton, Albertha Gitania Surya Bui Audrey, Yoan Stephany Avfia, Eldania Ina Avfia Bahtiar, Armita Bait, Chrisna Lodyana Nike Banfatin, Deni Maria Rahab Baptista, Edinha da Silva Pinto Bengu, Marsela Larajita Boko, Sandarisa Gysela Wili Bunga, Eryc Z. Haba Bunga, Paulina Winarastuti Cahyono Murti, Siti Tamaroh Christina Rony Nayoan Deku, Ina Victoria Desi Desi, Desi Desie Andreastuti Dessy Norma Siska, Savitri Desy Rahmawati Fitriana Fatikasari Dewi, Sari Ratna Dhadho, Wilhelmina Velayolanda Dhera Diah, Saskia Putri Ayu Dian Lestari Anakaka Djami Hae, Mony Veronika Dwi Lestari Mukti Palupi Ediwarman Ediwarman, Ediwarman Eflin, Maria Fransisca Elfiana Dwi Safitri Elisa, Margareta Maria Eris, Erisma Ermawati, Muzaroah Erwin Erwin Erwina Erwina Exposto , Levi Anatolia S.M. Fahmi, Ainul Fakhrudin Nasrul Sani Fatmawati, Riska Febriana, Andita Fernandes, Alcinda Pinto Fitri Yani GITA PRATIWI Gymnastiar, Firzy Alvian Syafitto Haekase, Maria Anggelina Halimu Husna, Putri Handoyo, Nikolas E. Hapsari, Ovita Putri Hasanah, Ihsan Hedy Hardiana Helga Jilvera Nathalia Ndun Herculano, Hermenengildo Herdeaningsih, Aldya Hinga, Indriati Andolita Tedju Hinga, Indriati Tedju Husna, Putri Halimu I Wayan Suartana Ilham, Maulana Muhammad Indra Hastuti, Indra Irawan. AM, Ady Jacob Matheos Ratu Jannah, Raodhatul Jarut, Ester Ingrida Agninoy Julianingsih, Sri Redjeki Junias, Marilyn S. Juwitasari Juwitasari K. S. Toga, Jessica Rambu Kariani, Ni Luh Karya, Betty keo, Prisilia Caroline Klaran, Advenia Angela Koso, Kamilla Ahmad Kresna Agung Yudhianto Kristiningtyas, Wahyunti Kurniawati, Triyani Kustiko, Wayan L. Lisnawati La Sara Lape, Jlistini Mertiana Lay Djara, Desi Darmiati Lepa, Mariance E. Lerik, M. Dinah Charlota. Lerik, Mariana Dinah Ch. Lestariono, Wijoko Lewi Jutomo Limbu, Ribka Lisdah, Lisdah M. Romli Mado, Fransiskus G. Mado, Fransiskus Geroda Magfira, Magfira Maharani, Frida Manya Manya Mardiana Mardiana Maria Vertiany Zefanya Tulus Marthen Robinson Pellokila Mastini, Luh Mega O. L. Liufeto Meha, Irene Ngguna Maramba Melati, Putri Sovia Meliyani, Revi Missa, Yetream Sintiche Muammar Muammar, Muammar Muhamad Kurniawan, Muhamad Muin, Ni’matullah Munawarrah, Raudhatul Musafir, Musafir Muslim Tadjuddah Musta'in, Musta'in Mustain Mustain Musta’in, Musta’in Muthiah, Chaerun Muzaroah Ermawati Ulkhasanah Nayoan, Chrsitina R Nisa, Jannatin Nita Yunianti Ratnasari Nita Yunianti Ratnasari Nomeni, Epsin Y. Noorce Christiani Berek Norsandi, Dedy Norsandy, Dedi NP, Handono Nughraheni, Rizki Indah Nur, Marselinus Laga Nurfidah, Nurfidah Nurjanah, Ananda Tri Nurul Hidayatullah, Nurul Nurvitasari, Lita Aprelia Oematan, Grouse Pacheco , Cipriano do Rosario Pambudi, Agung Setyo Panjika, Yunus Praja Pellokila, Eri Jit Picauly, Intje Polly, Junitry Yublina Poy, Galfari Elsatria Digiferen Prakoso, Adi Buyu Purimahua, Sintha Purimahua, Sintha Lisa Purwanti, Ratna Putra, Arizal Eka Rahmasari, Ikrima Rahmat Hidayat Rahmi Rahmi Ramadayanti, Ramadayanti Ramdhani, Ailza Reni, Wa Ode Resviya, Resviya Retno Ambarwati Riska, Alfiza Riwu, Only Ivonila Rizky Pradita Manafe Roga, Anderias U. Rohmah, Risky Ain Nur Romeo, Petrus Rosmawiah, Rosmawiah Rovica Probowati RR. Ella Evrita Hestiandari Ruliana Ruliana, Ruliana Salmun, Johny Salsabila, Syafira Salsabilah, Anugrah Batari Gading Santos, Domingas Soares dos Sapulette, Nadia Stefani Sarah, Fani Sari, Anju Puspita Saudale, Prischa Huan Savitri, Dessy Nourma Siska Sentosa, Alfrid Seran, Alfonsa Iyoni L. Setyobudi, Agus Shalihah, Ulfa Roihanahtus Singgih Purnomo Sintha Lisa Purimahua Siska Savitri, Dessy Nourma Siti Farida Soares, Doemingoes Soares, Domingos Soares, Justinho Soenoto, Danudiraja Soleman Landi Sriyana Sriyana Sulfa, Sulfa Sulityoningsih, Heni Sunarya, Nana Alfina Suprapti, Wiwik Suryadi Suryadi Syahrini, Syahrini Tahta Raharja, Muhammad Langlang Takaeb, Afrona E. L. Takaeb, Afrona Elisabeth Lelan Talahatu, Anna Henny Talitha, Yulen Tasya, Ana Tedju, Indriati temu27, mariana Tiaja, Tiaja Tira, Deviarbi Sakke Toga, Nia Rambu Kareri Tokan, Marciany Cahyaratry Airlangga Putri Totok Wahyudi Touku Umar Tri Yuniarti, Tri Ude , Marselina Umburoga, Anderias Utami, Sisca Putri Wahyu Ernawati Wahyuningsih Wahyuningsih Wahyuningsih Wahyuningsih, Novi Wasiul, Wasiul Wawan Setiawan Weraman, Pius Wibowo, Friza Rahmawanto Widiastuti, Agung Winarsih Winarsih winarti, eko Wisnu Adi Yulianto Witriyani, Witriyani Wurdianto, Kukuh Yuliani M, Sri Yuliani Yuliani Yundari, Yundari Zulkifli Rais