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All Journal Indonesian Journal of Tropical and Infectious Disease Jurnal Pengabdian Kepada Masyarakat Universitas Bangka Belitung INFORMAL: Informatics Journal Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) Promotif: Jurnal Kesehatan Masyarakat Jurnal Kesehatan Komunitas Jurnal Ilmiah Ilmu Kesehatan: Wawasan Kesehatan Jurnal Kesehatan Manarang Jurnal Sisfokom (Sistem Informasi dan Komputer) Jurnal Endurance: Kajian Ilmiah Problema Kesehatan SCIENTIA JOURNAL Infokes : Info Kesehatan Gorontalo Journal of Public Health Jurnal Kesehatan Jurnal Kesehatan Ilmiah Indonesia / Indonesian Health Scientific Journal Contagion: Scientific Periodical Journal of Public Health and Coastal Health Jurnal Kesmas (Kesehatan Masyarakat) Khatulistiwa Jurnal Ilmiah Manusia dan Kesehatan Jurnal Ners Indonesian Journal of Data and Science Jurnal Pesut : Pengabdian untuk Kesejahteraan Umat Kampurui Jurnal Kesehatan Masyarakat Miracle Journal Of Public Health (MJPH) Jurnal Promotif Preventif KESANS : International Journal of Health and Science Jurnal Puan Indonesia pendidikan, science, teknologi, dan ekonomi Ilmu Komputer untuk Masyarakat Jurnal Endurance: Kajian Ilmiah Problema Kesehatan Public Health and Safety International Journal (PHASIJ) Riset Informasi Kesehatan JT-IBSI (Jurnal Teknik Ibnu Sina) Health Dynamics Jurnal Vokasi Keperawatan (JVK) Jurnal Riset Sains dan Kesehatan Indonesia Jurnal Ilmu Kedokteran dan Kesehatan Indonesia Jurnal Kesehatan Ibnu Sina (j-kis)
Herdianti Herdianti
Fakultas Ilmu Kesehatan Universitas Ibnu Sina
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EDUKASI DAN KAMPANYE PENCEGAHAN PENYAKIT MENULAR (HIV-AIDS DAN TBC) DI TEMPAT KERJA Herdianti, Herdianti; Oktarizal, Hengky; Martha, Elsusi; Sembiring, Firdaus Yustisia; Dinilhaq, Fauzal
PUAN INDONESIA Vol. 7 No. 1 (2025): Jurnal PUAN Indonesia Vol. 7 No. 1 Juli 2025
Publisher : ASOSIASI IDEBAHASA KEPRI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37296/jpi.v7i1.368

Abstract

HIV-AIDS and Tuberculosis (TB) are major health problems still faced by workers, especially in the industrial, construction, and migrant sectors. Lack of awareness, social stigma, and limited access to health information and services are major obstacles. Therefore, an effective educational approach and campaign are needed to raise awareness and shape preventive behavior in the work environment. This community service program aimed to improve workers' knowledge and attitudes regarding the prevention of HIV-AIDS and TB at PT X in Batam City. The method of implementing the activity includes initial observation, literature study, concept planning, implementation of education, focus group discussions (FGD), and evaluation through pre-post tests. The target of the activity is 30 PT X workers. Knowledge and attitudes are measured using a structured questionnaire, then the changes are analyzed after the educational intervention. Through educational sessions, group discussions, and visual campaigns, pre- and post-tests were conducted to evaluate the impact. The results showed significant improvement in knowledge (average score increased from 58.2 to 78.7) and positive attitudes (from 33% to 83%). This program proved effective in fostering preventive behaviors and reducing stigma against HIV and TB patients in the workplace. It is hoped that companies can continue these efforts sustainably through supportive policies, screening facilities, and regular counseling.
Comparative Performance of ResNet Architectures for Toraja Carving Image Classification with Data Augmentation Herman; Akbar, Muhammand; Nasir, Haidawati; Herdianti; Azis, Huzain; Hayati, Lilis Nur
Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) Vol 9 No 4 (2025): August 2025
Publisher : Ikatan Ahli Informatika Indonesia (IAII)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29207/resti.v9i4.6181

Abstract

The complexity of the motifs and large number of different patterns make the classification of Toraja carvings challenging. The objective of this study is to develop a Convolutional Neural Network automatic classification model using a comparative analysis of the performance of three ResNet architectures. Data augmentation techniques were used to enrich the diversity of the training samples and improve the robustness of the model. The experimental results showed that ResNet101V2 had the highest validation accuracy, which was greater than 97%, followed by ResNet50V2 with more than 96%, and finally, ResNet152V2 with more than 94.74%. These test results indicate that the ResNet101V2 architecture has a better classification performance for complex motifs, with a good balance between precision and recall. However, the confusion matrix and per-class performance metrics indicated that motifs with high similarity, such as Paqdon-Bolu and Paqtedong, remained challenging. This study demonstrated that deeper CNN architectures and data augmentation techniques are effective in improving the classification accuracy of complex carving patterns. Further research should explore hybrid or advanced augmentation methods to improve the overall robustness and accuracy of the model.
The Relationship Between Environmental Sanitation and Rat Density in Tanjung Uma Subdistrict, Working Area of Lubuk Baja Health Center, Batam City Husein, Al Hafez; Herdianti, Herdianti; Yolanda Sari, Chinta; Siburian, Roliana
Jurnal KESANS : Kesehatan dan Sains Vol 4 No 10 (2025): KESANS: International Journal of Health and Science
Publisher : Rifa'Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54543/kesans.v4i10.396

Abstract

Introduction: Rats can have a significant negative impact on public health as they can act as reservoirs for various pathogens that cause diseases in humans. One of the diseases associated with the presence of rats is Leptospirosis. Objective: This study aims to determine the relationship between environmental sanitation and rat density in Tanjung Uma Subdistrict, Batam City. Method: This study used a quantitative method with a cross-sectional approach. The population in this study consisted of all residents of Tanjung Uma Subdistrict, Batam City, with a sample size of 98 respondents. Statistical analysis was conducted using the chi-square test, and the research instrument was a questionnaire. Result and Discussion: The results of the study showed no relationship between the presence of garbage bins and rat density (p-value = 0.361); there was a relationship between accumulated garbage and rat density (p-value = 0.015); there was no relationship between the existence of water channels and rat density (p-value = 0.109); there was a relationship between wastewater drainage and rat density (p-value = 0.034). Conclusion: It can be concluded that there is a significant relationship between accumulated garbage and rat density in Tanjung Uma Subdistrict, Batam City.
The Effect of Chlorine on The Reduction of Coliform and Total Suspended Solids in Domestic Wastewater at Port X Batam City in 2024 Nur Jading, Rasmin; Herdianti, Herdianti; Saputra, Roni
Jurnal KESANS : Kesehatan dan Sains Vol 4 No 11 (2025): KESANS: International Journal of Health and Science
Publisher : Rifa'Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54543/kesans.v4i11.430

Abstract

Introduction: Daily activities at Port X generate domestic wastewater containing total coliform and Total Suspended Solids (TSS) levels exceeding the environmental quality standards. Elevated concentrations of these parameters pose a risk of waterbody pollution and can lead to gastrointestinal diseases in nearby communities. Objective: This study aims to evaluate the effect of calcium hypochlorite (kaporit) treatment on the reduction of total coliform and TSS in domestic wastewater at Port X, Batam City, in 2024. Method: A true experimental research method was employed, using a pretest-posttest control group design. Samples were treated with varying doses of calcium hypochlorite, followed by laboratory analysis to measure changes in coliform and TSS concentrations. Primary data were analyzed using paired t-tests with a significance level of p < 0.05. Result and Discussion: The results indicate that calcium hypochlorite treatment significantly reduces both total coliform counts and TSS levels. The most effective treatment was achieved with a dosage of 2 g/L of calcium hypochlorite combined with 4 hours of aeration, resulting in reduction efficiencies of 82.71% for total coliform and 85.16% for TSS. Conclusion: It can be concluded that calcium hypochlorite is effective in reducing pollutant loads in domestic wastewater, demonstrating its potential as an efficient and affordable solution for wastewater treatment in port areas.
Performance Analysis of Gradient Boosting and Decision Tree on Distributed Denial of Service Attacks in Software Defined Networks Hayati, Lilis Nur; Hatta, Andi Muhammad Iqra Rezky; Herdianti, Herdianti
Jurnal Sisfokom (Sistem Informasi dan Komputer) Vol. 14 No. 4 (2025): NOVEMBER
Publisher : ISB Atma Luhur

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32736/sisfokom.v14i4.2482

Abstract

Distributed Denial of Service (DDoS) attacks remain a prominent threat to modern network infrastructures, particularly in Software Defined Networks (SDNs), which operate under a centralized control architecture. This study aims to assess the effectiveness of Gradient Boosting and Decision Tree algorithms for identifying DDoS attacks in SDN environments. To improve model performance, we applied preprocessing and feature selection to a publicly available SDN-based DDoS dataset. The feature selection process successfully reduced the number of attributes from 23 to the 10 most influential features for classification. The models were trained and evaluated using multiple data splitting ratios: 60:40, 70:30, 80:20, and 90:10. Their performance was measured through accuracy, precision, recall, F1-score, and confusion matrix analysis. Experimental results showed that Gradient Boosting achieved the highest accuracy of 95.53% on a 90:10 split, with relatively low computation time. In comparison, the Decision Tree achieved a maximum accuracy of 94.26% but required more processing time. The confusion matrix for the best-performing model showed high true-positive and true-negative rates, with a low false-negative rate, indicating reliable detection capabilities. This study contributes to the ongoing research in DDoS detection by highlighting the effectiveness of machine learning algorithms in SDN environments.
Pengaruh Pijat Oksitosin Terhadap Produksi ASI Pada Ibu Post Partum Pipit Feriani; Regina Nur Azizah; Herdianti Herdianti; Nadya Indah Sari; Gusnawati Sulaeman; Afifah Anwar
Jurnal Ilmu Kedokteran dan Kesehatan Indonesia Vol. 5 No. 1 (2025): Jurnal Ilmu Kedokteran dan Kesehatan Indonesia
Publisher : Pusat Riset dan Inovasi Nasional

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/jikki.v5i1.5873

Abstract

Oxytocin massage is a non-pharmacological intervention proven effective in increasing breast milk production in postpartum mothers. This technique involves gentle massage along the spine to stimulate the release of oxytocin, a hormone involved in the let-down reflex and milk ejection. A review of multiple studies shows that oxytocin massage significantly enhances both the volume of breast milk and breastfeeding frequency. The intervention also provides relaxation benefits, reducing stress in breastfeeding mothers. Therefore, oxytocin massage is recommended as part of maternal nursing practices to support the success of exclusive breastfeeding.
Implementasi Aplikasi Augmented Reality untuk Media Pembelajaran Flora di SD Inpres Desa MarindingToraja Umar, Fitriyani; Herdianti, Herdianti; Astuti, Wistiani; Alfiyyah, Nurul; Nurul, Sarah Fila
Ilmu Komputer untuk Masyarakat Vol 4, No 1 (2023)
Publisher : Universitas Muslim Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33096/ilkomas.v4i1.1545

Abstract

Banyak upaya yang dapat dilakukan untuk membantu proses pembelajaran. Transfer pengetahuan akan optimal jika didukung dengan media pembelajaran yang tepat. Sekolah Dasar Inpres Marinding dalam proses pembelajaran selama ini belum dapat memanfaatkan teknologi terkini yang sesuai untuk meningkatkan pemahaman siswa tentang suatu mata pelajaran. Padahal pesatnya perkembangan teknologi informasi dapat dimanfaatkan sebagai media tambahan untuk mendukung pembelajaran yang merangsang imajinasi, interaktif dan menumbuhkan minat belajar sehingga proses belajar mengajar menjadi lebih baik lagi.Demi menunjang proses pembelajaran di SDN 294 Inpres Marinding, siswa diharapkan memiliki banyak buku yang berisi satu tema tertentu sebanyak jumlah tema yang ada. Akan tetapi, pembelajaran masih berpusat pada buku tersebut dan tidak ada alat peraga khusus tentang Flora. Siswa tidak dapat melihat objek Flora secara langsung, hanya melalui gambar di buku dan kurang detailnya informasi tentang objek tersebut. Akibatnya, pembelajaran cenderung monoton, dan kurang kreatifitas.Solusi yang diusulkan adalah memberikan pelatihan untuk implementasi aplikasi Augmented Reality Pengenalan dengan tujuan untuk meningkatkan pengetahuan guru dan siswa dalam pemanfaatan teknologi informasi untuk media pembelajaran alternatif melalui Augmented Reality khususnya pembelajaran Flora.Tercapainya tujuan kegiatan telah menghasilkan luaran berupa modul dan aplikasi yang dapat menjadi alternatif media pembelajaran, publikasi pada media online dan jurnal yang diterbitkan di ILKOMAS.
Relationship between Traders Behaviour in Applying Health Protocols to Covid-19 Incidents in the New Normal Era at Batam's Botania Market Herdianti; Vika Adasari Yulita; Bahzomi Fuadi
Miracle Journal of Public Health Vol 5 No 1 (2022): Miracle Journal of Public Health
Publisher : Universitas Mandala Waluya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36566/mjph.v5i1.280

Abstract

The implementation of health protocols is an effort made to ensure that individuals and communities remain healthy and protected from Covid-19. In the working area of ​​the Batam City Health Center, the highest number of Covid-19 cases is in the first place. This study aims to determine the relationship between the behaviour of market traders and the new normal era of Covid-19 cases at the Batam Botania Market. This research is a quantitative analytic observational study with a cross-sectional design. The population in this study amounted to 57 respondents using the total sampling technique. The instrument used in this study was a questionnaire. The results showed that there was a relationship between attitudes (p-value = 0.006 <a 0.05) and actions (p-value = 0.053 <a 0.05) and there was no relationship between knowledge (p-value = 1.000 >a 0, 05) on the Covid-19 case at the Batam Botania Market. Suggestions for the community to further improve behaviour in the main family environment, in order to increase efforts to prevent transmission of the Covid-19 virus during the current pandemic. The conclusion of the study is that there is no relationship between knowledge and action in the application of health protocols during the Covid-19 period. There is a relationship between the attitude toward applying health protocols to the incidence of Covid-19. Suggestions for the public to apply health protocols during the Covid-19 period to avoid widespread spread.
Evaluation of the Effectiveness of Vector Management Methods in Hospital X Batam City Herdianti; Sari, Novela; Husein, Al Hafez
Jurnal Kesehatan Ilmiah Aufa Royhan Vol 9 No 2 (2024): Vol. 9 No. 2 Desember 2024
Publisher : Universitas Aufa Royhan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51933/health.v9i2.1624

Abstract

According to the Ministry of Health, disease vector and pest management includes all actions or activities aimed at reducing the population of disease vectors and animals as low as possible so that their presence in an area no longer poses a risk of disease transmission. The purpose of this study is to determine the Input, Process, and Output aspects of evaluating the effectiveness of vector handling methods in Hospital X in Batam City. This study used qualitative methods through in-depth interviews and observations with a total of six informants, namely the Head of Subdivision of Public Facilities, Head of Public Facilities Affairs, Health & Safety Coordinator, Human Resources, Head of Finance, 3rd agent (CV. Bumi Resik). The results of this study indicate that vector handling in Hospital X has been quite effective, lack of awareness of Human Resources of the prohibition of leaving food scraps in the work room. It is necessary to collaborate with entomologists to get advice and vector handling strategies that are more effective and specific according to the conditions of Hospital X, apply strict sanctions for those who violate the prohibition of leaving food scraps in the work room, provide informative posters in the hospital area about simple procedures that can be done to support vector handling
Assessment of Knowledge, Attitude and Practice of Biosafety among University's Laboratory Staff Nik Mohd Razali, Nik Nurfatin Athirah; Abdul Samad, Nurul Izzah; Mohd Amin, Nursuhaili; Yhaya, Mohd Firdaus; Hatta, Herdianti; Hamzah, Nurul Ainun
Health Dynamics Vol 2, No 10 (2025): October 2025
Publisher : Knowledge Dynamics

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33846/hd21003

Abstract

Background: Biosafety is crucial for protecting laboratory staff from infectious agents and hazardous biological materials. Inadequate knowledge of unsafe practices may increase the risk of laboratory-acquired infections and accidents. This study assessed the knowledge, attitude, and practice (KAP) of biosafety and related factors among laboratory staff. Methods: A cross-sectional study was conducted among 150 laboratory staff recruited through stratified and random sampling. Data were collected using a validated, self-administered questionnaire that assessed knowledge, attitude, and practice related to biosafety. Descriptive analysis, one-way ANOVA, Pearson correlation and multiple linear regression were performed to examine differences and associations. Results: The findings revealed that laboratory staff demonstrated moderate knowledge (74.8%), good attitudes (95.5%), and good practices (93.7%) towards biosafety. Significant differences in knowledge [F (2,147) = 23.7, p < 0.001] and practice [F(2,147) = 21.36, p < 0.001] were observed across schools. A moderate positive correlation was found between practice and knowledge (r = 0.518, p < 0.01) and between practice and attitude (r = 0.342, p < 0.01). Higher education was associated with better knowledge and attitudes, while longer years of employment were negatively associated with knowledge. No demographic factors significantly predicted practice. Conclusions: Laboratory staff demonstrated positive attitudes and good practices but showed only moderate knowledge of biosafety. Regular training, continuous education, and standardised biosafety programs are crucial for enhancing knowledge and maintaining safe laboratory practices. This study provides essential evidence to strengthen biosafety training and policies in Malaysian universities, supporting safer laboratory environments and improved institutional preparedness.
Co-Authors Abdul Samad, Nurul Izzah Adinda, Atik Afifah Anwar Ahmad Sukri Akbar, Muhammand Al Hafez Husein Alfajri, Ilham Alfiyyah, Nurul Anastasia, Amanda Puspita Annisa, Sarah Anwar, Afifah Arnanda, Riyansyah Ashari Ashari Astuti, Wistiani Awaldi, Doifi Azizah, Regina Nur Bahzomi Fuadi Chinta Yolanda Sari Dinilhaq, Fauzal Dolly Indra Elsusi Martha Elsusi Martha Elvina, Rodiana Entianopa, Entianopa Erick Irawadi Alwi Febriyanto Karyatibrata Feriani, Pipit Firdaus Yustisia Sembiring Firdaus Yustisia Sembiring Firdaus Yustisia Sembiring fitri, lennisa Fitriyani Umar Gusnawati Sulaeman Hajizah, Wardah Hamdani Hamzah, Nurul Ainun Hariansyah, Fitra Dwi Hatta, Andi Muhammad Iqra Rezky Helen Mefriani Herman Husein, Alhafez Ice Irawati Izma Fahria Kafit, M Kurniawati, Rinda lilis nurhayati Listiawaty, Renny Lydia Erfina Martha, Elsusi Maryana, Tatik Mega Gemala Mohd Amin, Nursuhaili Mohd Firdaus Yhaya, Mohd Firdaus Muhammad Farhan Nadya Indah Sari Nasir, Haidawati Nik Mohd Razali, Nik Nurfatin Athirah Novela Sari Novelasari Novendra Hidayat Noviyanti Nur Jading, Rasmin Nurfadilla, Muhammad Izra Nurul, Sarah Fila Oktarizal, Hengky Pramawati, Anita Priyambada, Galih Purdani, Kartika Setia Putri Nur Rezky Rahayuningtyas, Arimby Regina Nur Azizah Roni Saputra Roni Saputra, Roni Sa&#039;diah Erlina Sarbiah, Andi Sari, Nadya Indah Sari, Novela Sembiring, Firdaus Yustisi Sembiring, Firdaus Yustisia Siburian, Roliana Sugianto, Ardi Abimanyu Sugiarto Sugiarto Sulaeman, Gusnawati Supriatna Suroso Suroso Suroso suroso Tatik Maryana Taufik Fitriyanto Taufik Fitriyanto Ulla Amalia, Rizqi Umar, Fitriyani Utami, Fathia Wianida Vika Adasari Yulita Wiwin Trioktoriana Zahara Gema Gatra