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Jurnal Riset Multidisiplin Edukasi
Published by PT. Hasba Edukasi Mandiri
ISSN : -     EISSN : 30629624     DOI : -
Core Subject : Education,
Other
Jurnal Riset Multidisiplin Edukasi adalah jurnal peer-review yang bertujuan untuk memfasilitasi pertukaran pengetahuan dan ide-ide inovatif di antara para peneliti, akademisi, dan praktisi dari berbagai disiplin ilmu. Kami menerima kontribusi ilmiah dalam bentuk artikel penelitian, tinjauan pustaka, studi kasus, dan laporan teknis yang mencakup berbagai bidang keilmuan, termasuk tetapi tidak terbatas pada: Sains dan Teknologi: Fisika, Kimia, Biologi, Matematika, Informatika, Teknik, dan Ilmu Lingkungan. Ilmu Sosial dan Humaniora: Sosiologi, Antropologi, Psikologi, Ekonomi, Pendidikan, Hukum, Sejarah, dan Filsafat. Kesehatan dan Kedokteran: Kedokteran, Farmasi, Kesehatan Masyarakat, Keperawatan, dan Ilmu Biomedis. Bisnis dan Manajemen: Manajemen, Akuntansi, Keuangan, Pemasaran, dan Kewirausahaan.
Arjuna Subject : Umum - Umum
Articles 677 Documents
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HYBRID BI MODEL: KOLABORASI MACHINE LEARNING DAN VISUAL ANALYTICS UNTUK PENINGKATAN KETEPATAN PREDIKSI BISNIS Didi Sangaji; Dicopran Sisco; Tata Sutabri
Jurnal Riset Multidisiplin Edukasi Vol. 2 No. 10 (2025): Jurnal Riset Multidisiplin Edukasi (Edisi Oktober 2025)
Publisher : PT. Hasba Edukasi Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.71282/jurmie.v2i10.1087

Abstract

Big data complexity demands integration of accurate machine learning (ML) with interpretable visual analytics (VA). Traditional ML models face transparency challenges, while pure VA systems are limited in multidimensional pattern recognition. This study synthesizes 15 peer-reviewed articles (2021-2025) to evaluate ML-VA integration effectiveness in data-driven business decision-making. We identify five primary visualization designs (interactive dashboards, heatmaps, bubble charts, network graphs, counterfactual visualization), three feedback mechanisms (real-time, user refinement, interactive exploration), and human-in-the-loop (HITL) implementation for algorithm transparency. Results demonstrate Model M3 (SHAP/LIME+Network Graphics) achieves ROC-AUC 0.941, F1-Score 0.921, Accuracy 0.924, and Precision 0.931—exceeding traditional baseline by 16.7% on ROC-AUC. Critical improvements occur in model transparency (+170.5%), interpretability (+215.9%), and user engagement (+118.7%), without compromising predictive accuracy. Hybrid BI implementation yields significant business impact: process efficiency +35%, cost reduction -27%, analytical accuracy +44%, data processing capacity +85%. Structured HITL mechanism ensures meaningful human input, complete audit trails, and continuous model improvement. Evaluation framework encompasses confusion matrix, multi-metrics (accuracy, precision, recall, F1, specificity, ROC-AUC), and internal-external validity. The primary contribution is the proposed Hybrid BI Architecture that synergizes automatic ML capabilities with human domain knowledge, creating a responsible AI ecosystem with robust governance, full transparency, and measurable accountability for superior organizational decision-making in the digital transformation era.
PENGARUH PENGGUNAAN MEDIA SOSIAL, MODAL USAHA, DAN TENAGA KERJA TERHADAP PENDAPATAN UMKM KULINER DI KOTA JAMBI Nabila Retha Susanti; Rosmeli; Nurhayani
Jurnal Riset Multidisiplin Edukasi Vol. 2 No. 10 (2025): Jurnal Riset Multidisiplin Edukasi (Edisi Oktober 2025)
Publisher : PT. Hasba Edukasi Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.71282/jurmie.v2i10.1088

Abstract

The purpose of this study is to [1] determine the social and economic characteristics of culinary MSMEs, and [2] analyze the influence of the use of social media, business capital, and labor on the income of culinary MSMEs in Jambi City. This study utilizes primary data and secondary data using descriptive analysis and quantitative analysis. The dummy variable of this study is the use of social media. This study uses the multiple linear regression method. By using proportional stratified random sampling, the sample amounted to 99 units. Data were collected by sending questionnaires to each person who participated. The results of the descriptive analysis study are [1] Characteristics of culinary MSMEs based on gender, the average is female. Based on the average age group, it is 34 years. According to the last education group, the average is high school/vocational school. According to the occupational group, the average is informal. Based on the average length of business, it is 4 years. Based on the average initial business capital, it is Rp. 8,510,000. The average workforce group is 4 people. Based on the average monthly income, it is Rp. 9,620,000. The results of quantitative analysis research [2] show that business capital and labor variables have a significant influence, with the use of social media not having a significant influence on the income of culinary MSMEs in Jambi City.
ANALISIS PENDAPATAN BUMDes USAHA KOMPOS DI KECAMATAN TEBING TINGGI KABUPATEN TANJUNG JABUNG BARAT Salma Hasanatus Sholeha; Firmansyah; Indra Sulaksana
Jurnal Riset Multidisiplin Edukasi Vol. 2 No. 10 (2025): Jurnal Riset Multidisiplin Edukasi (Edisi Oktober 2025)
Publisher : PT. Hasba Edukasi Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.71282/jurmie.v2i10.1089

Abstract

This study aims to analyze the income of Village-Owned Enterprises (BUMDes) engaged in compost production in Tebing Tinggi District, Tanjung Jabung Barat Regency. The four BUMDes selected as research objects are Karya Bersama, Sumber Rezeki, Gerbang Nusantara, and Mandiri Sejahtera. The research method used is a survey method with a purposive sampling technique, while the data were collected through interviews, questionnaires, and secondary documents obtained from relevant institutions. Data analysis was conducted using a financial approach, including the calculation of revenue, total costs, and business income. The results of the study show that compost production managed by BUMDes contributes positively to increasing village income. Karya Bersama BUMDes achieved the highest income, supported by a larger investment capital, adequate production facilities, and higher production capacity. Meanwhile, Sumber Rezeki, Gerbang Nusantara, and Mandiri Sejahtera BUMDes generated lower income due to limited production facilities and high operational costs. The main factors influencing the income of compost businesses include production volume, cost efficiency, availability of raw materials, and business management strategies. The study concludes that compost businesses managed by BUMDes in Tebing Tinggi District are feasible to be developed as one of the main sources of village income. Strengthening investment, increasing production capacity, and implementing more professional management are recommended to improve the performance of compost enterprises in the future.
Implementasi Steganografi untuk Keamanan Jaringan Teknik Tersembunyi dalam Komunikasi Data Muh Rizky Anggara Yunan Putra; Bintang Putra Aryatama; Nikodemus Christiano David; Gilang Pamungkas; Indrawan Ady Saputro
Jurnal Riset Multidisiplin Edukasi Vol. 2 No. 10 (2025): Jurnal Riset Multidisiplin Edukasi (Edisi Oktober 2025)
Publisher : PT. Hasba Edukasi Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.71282/jurmie.v2i10.1093

Abstract

In the current digital era, where data threats are increasingly sophisticated and varied, network security measures such as steganography are essential. Steganography is a method used to conceal information within other media, such as images, audio, or video, so that the existence of the information is not detected by unauthorized parties. This method aims to maintain the confidentiality of the embedded message, ensuring that only the sender and the recipient are aware of its content. This research employs a literature study involving the collection of data from various sources, reading, noting, and processing the research materials. The results indicate that the implemented steganography method successfully embeds data with a low detection rate by third parties while maintaining good image quality. However, performance varies depending on the format and size of the digital media used. Overall, the implemented steganography method has proven effective in concealing sensitive data within digital media without compromising the quality of the media.
PENYELESAIAN SENGKETA WARIS MELALUI MEDIASI DI PENGADILAN AGAMA DAN PENGADILAN NEGRI DI INDONESIA Nayla Azzahra Khaerunnisa; Sidi Ahyar Wiraguna
Jurnal Riset Multidisiplin Edukasi Vol. 2 No. 10 (2025): Jurnal Riset Multidisiplin Edukasi (Edisi Oktober 2025)
Publisher : PT. Hasba Edukasi Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.71282/jurmie.v2i10.1098

Abstract

Inheritance disputes in Indonesia are often prolonged due to legal pluralism involving Islamic law, customary law, and the Civil Code. In response, the Supreme Court mandates mediation in all civil cases, including inheritance disputes, under PERMA No. 1 of 2016. This study examines mediation practices in inheritance cases at Religious Courts and District Courts, and identifies factors influencing their effectiveness. Using a qualitative comparative case study approach, data were collected through in-depth interviews with judges, mediators, court clerks, and disputing parties, supplemented by case document analysis. Findings reveal that mediation at Religious Courts is normative and educative, constrained by the rigid principles of Islamic inheritance law (faraid), limiting negotiation space. In contrast, District Courts allow more flexible, problem-solving approaches under civil law. Despite differences, both courts emphasize empathy, family reconciliation, and cultural sensitivity. Success depends on mediator competence, parties’ psychological readiness, and socio-cultural context. The study concludes that differentiated mediation guidelines—tailored to the substantive legal basis of each case—are essential to transform mediation from procedural formality into a meaningful, just, and humane dispute resolution mechanism.
PERCERAIAN DAN NASIB ANAK: EVALUASI TERHADAP EFEKTIVITAS PENGAWASAN PELAKSANAAN PUTUSAN HAK ASUH OLEH PENGADILAN DI INDONESIA Syifa Ramadani; Sidi Ahyar Wiraguna
Jurnal Riset Multidisiplin Edukasi Vol. 2 No. 10 (2025): Jurnal Riset Multidisiplin Edukasi (Edisi Oktober 2025)
Publisher : PT. Hasba Edukasi Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.71282/jurmie.v2i10.1099

Abstract

The increasing rate of divorce in Indonesia directly impacts the protection of children's rights, particularly in the determination of custody. This study aims to analyze the application of the best interest of the child principle as well as the effectiveness of children's participation and supervision of custody decisions. Using a juridical-empirical approach with a qualitative method, this study examines religious court decisions and conducts interviews with judges and related parties. The results show that custody determinations are still formalistic, dominated by the rigid application of Article 105 of Law No. 1 of 1974, which automatically grants custody to the mother without a holistic consideration. Children's participation in the court process is almost non-existent, and there is no post-decision supervision mechanism. As a result, many decisions do not substantively reflect the best interests of the child. This study concludes that the family justice system in Indonesia has not fully prioritized children Reforms are needed through technical guidelines, judge training, and an integrated supervision system to ensure the real protection of children's rights after divorce.
PAYUDARA SENDIRI (SADARI) SEBAGAI DETEKSI DINI KANKER PAYUDARA TERHADAP TINGKAT PENGETAHUAN REMAJA PUTRI DI SMA SWASTA GKPI MEDAN Sri Muryana Simamora; Harsudianto Silaen
Jurnal Riset Multidisiplin Edukasi Vol. 2 No. 10 (2025): Jurnal Riset Multidisiplin Edukasi (Edisi Oktober 2025)
Publisher : PT. Hasba Edukasi Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.71282/jurmie.v2i10.1101

Abstract

The most common early detection method for breast cancer is breast self-examination (BSE). BSE is very simple and can be performed by all women without feeling embarrassed by the examiner. BSE can be performed on women starting from the age of 20 years and above or more than 7-10 days after menstruation. However, with the progress of the world, BSE can also be performed from the age of 13-20 years and can be done routinely for the prevention and early detection of breast cancer. BSE can be done every month during the menstrual cycle as an early detection of breast cancer. Objective: To analyze the effect of health education about breast self-examination (BSE) as an early detection of breast cancer on increasing the knowledge of young women in GKPI Medan private high schools. Method: This study uses a quantitative method with a pre-experimental research design and uses a one-group pre-post test design approach. Sampling using a total sampling technique totaling 110 respondents. Research data analysis uses the Wilcoxon sign rank test. Results: Based on the Wilxocon test, the results of this study show a significant effect of health education on BSE on the level of knowledge of female students with a p-value of 0.00 <0.05. Conclusion: There is a significant effect of Health Education on Breast Self-Examination (BSE) as an Early Detection of Breast Cancer on Increasing the Knowledge of Young Women in Gkpi Private High Schools in Medan in 2024. Suggestion: For further research, it is hoped that further research will be carried out by adding other variables such as the attitudes of female students in detecting their own breasts.
DAMPAK POLIGAMI TERHADAP HAK WARIS DAN STATUS ANAK: STUDI YURIDIS ATAS PRAKTIK POLIGAMI NONFORMAL Nova Reana Wahida; Sidi Ahyar Wiraguna
Jurnal Riset Multidisiplin Edukasi Vol. 2 No. 10 (2025): Jurnal Riset Multidisiplin Edukasi (Edisi Oktober 2025)
Publisher : PT. Hasba Edukasi Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.71282/jurmie.v2i10.1104

Abstract

This study examines the legal consequences of informal polygamy particularly unregistered or siri marriages on children’s civil status and inheritance rights under Indonesian law. Triggered by recurring cases in areas such as Kedung Banteng Village, Sidoarjo popularly dubbed the “polygamy village” this research addresses how children born from non-formal polygamous unions face systemic legal uncertainty regarding civil recognition, birth registration, and inheritance. Using a normative juridical approach with qualitative document analysis, the study reviews relevant legislation, court decisions (including Constitutional Court Decision No. 46/PUU-VIII/2010), scholarly literature, and factual cases reported by the Indonesian Association of Sharia Lawyers (APSI) and media sources. Findings reveal that children from informal polygamous marriages are often denied “legitimate child” status under Article 42 of Law No. 1/1974 on Marriage, hindering their access to birth certificates that include the father’s name and limiting their legal standing as heirs. Although the Constitutional Court affirms biological fathers’ civil responsibility toward children born out of wedlock, practical enforcement remains constrained by costly DNA testing, bureaucratic barriers, and lack of legal documentation. In Islamic inheritance law, recognition depends on whether the siri marriage fulfills religious requirements, yet this is insufficient without state validation. The study concludes that informal polygamy undermines the principle of the best interests of the child and violates Indonesia’s commitments under the Convention on the Rights of the Child. Legal harmonization, simplified recognition procedures for non-marital children, and public legal education are urgently needed to protect vulnerable children from long-term socio-legal marginalization.
HUBUNGAN PERAN AYAH DENGAN STATUS GIZI PADA BALITA DI DUSUN VI DESA LAUT DENDANG Agnes Monnica Sari Lahagu; Hizkianta Sembiring
Jurnal Riset Multidisiplin Edukasi Vol. 2 No. 10 (2025): Jurnal Riset Multidisiplin Edukasi (Edisi Oktober 2025)
Publisher : PT. Hasba Edukasi Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.71282/jurmie.v2i10.1105

Abstract

The role of fathers in the family is an important aspect that often receives less attention in research related to child growth and development, especially in the context of the nutritional status of children under 5 years. Nutritional status is an important marker in assessing a person's health condition. The balance between nutrients obtained from food consumption and the body's nutritional needs plays a crucial role from growth to adulthood. The first 1000 days of life have a major impact on a child's future growth and development. Focusing on rich nutritional intake is one of the keys to forming quality human beings, especially in toddlers. Objective: To determine the relationship between the role of fathers and nutritional status in children under 5 years in Laut Dendang Village. Method: Quantitative research method with a descriptive analytical design with a cross-sectional survey. The sampling technique used total sampling. Spearman's correlation test was used to analyze the data in this study. Results: The results of this study indicate that there is a relationship between the role of fathers and nutritional status in children under 5 years in hamlet VI, Laut Dendang Village with a p value = .001 or p < 0.005. Conclusion: There is a significant relationship between the role of fathers and nutritional status in children under 5 years. Recommendation: Future researchers are advised to incorporate the role of fathers into nutritional status to add other variables that may influence nutritional status in children under 5, such as maternal education, family socioeconomic status, and access to health services.
PERANCANGAN SISTEM ABSENSI KEHADIRAN PEGAWAI BERBASIS INTERNET OF THINGS (IOT) DENGAN MENGGUNAKAN METODE WATERFALL Ibnu Fachrizal; Memed Saputra; Endang Kusnadi; Ahmad Rufa’i
Jurnal Riset Multidisiplin Edukasi Vol. 2 No. 10 (2025): Jurnal Riset Multidisiplin Edukasi (Edisi Oktober 2025)
Publisher : PT. Hasba Edukasi Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.71282/jurmie.v2i10.1106

Abstract

In the digital era, the implementation of Internet of Things (IoT) technology continues to evolve and is utilized in various fields, including employee attendance systems. However, many non-ASN employees in government institutions still record their attendance manually by writing it down on paper. This conventional method has several weaknesses, such as the potential for fraud, inefficiency, and the inability to monitor attendance in real-time. To address these issues, this study aims to design and develop an IoT-based attendance system using the Waterfall method. The system integrates Face Recognition technology as the primary authentication method to ensure accuracy in attendance recording. The ESP32-CAM microcontroller is employed as the main device responsible for managing facial identification and transmitting data to the server. In addition, the system is equipped with a real-time notification feature through the Telegram application. The Waterfall method is applied to ensure that each stage of system development is carried out systematically, starting from requirements analysis, design, implementation, testing, and maintenance. The results of this study show that the developed attendance system improves efficiency, accuracy, and transparency in attendance management. With its implementation, non-ASN employees who previously relied on manual attendance can benefit from a more modern, practical, and reliable solution.

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