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Model GHT-SVM for Traffic Sign Detection Using Support Vector Machine Algorithm Based On Gabor Filter and Top-Black Hat Transform Noprisson, Handrie; Ayumi, Vina; Dwika Putra, Erwin; Utami, Marissa; Ani, Nur
Jurnal Nasional Pendidikan Teknik Informatika : JANAPATI Vol. 13 No. 3 (2024)
Publisher : Prodi Pendidikan Teknik Informatika Universitas Pendidikan Ganesha

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23887/janapati.v13i3.75778

Abstract

A factor that can hinder the detection and recognition of traffic signs is the variation in lighting in the image of traffic signs. This study aims to detect traffic symbols using Gabor Filter (GFT), Top Hat Transform (THT), and Black Hat Transform (BHT) methods on the Support Vector Machine (SVM) algorithm for traffic sign dataset images with data problems that tend to have dark backgrounds at night and bright backgrounds during the day. From the experimental results, GHT-SVM gets the highest accuracy compared to HSV-SVM, HSV-RF, HSV-KNN, and H2T-SVM models. Based on experimental results, H2T-SVM from HOG ⊕ ENT ⊕ BHT ⊕ SVM results get the best accuracy of 86.42%. The Gabor Filter (GFT) parameters used are the number of filters with a value of 16, ksize with a value of 30, sigma with a standard deviation value of 3.0, lambd with a sinusoidal factor value of 10.0, gamma with a spatial aspect ratio value of 0.5 and psi with a phase offset value of 0 while the Top Hat Transform (THT) and Black Hat Transform (BHT) methods use filterSize sizes with values (3, 3).
Formulasi Body Scrub Beras Merah (Oryza nivara) dan Madu (Mel depuratum) sebagai Pengangkat Sel Kulit Mati: A Body-Cleaning Plan of Red Rice (Oryza nivara) and Honey (Mel depuratum) to Eliminate Dead Skin Cells Ani, Nur; Paulitan, Alsih Priskila Gani
Jurnal Sains dan Kesehatan Vol. 6 No. 6 (2024): J. Sains Kes.
Publisher : Fakultas Farmasi, Universitas Mulawarman, Samarinda, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25026/jsk.v6i6.2356

Abstract

Earthy-colored rice contains flavonoids, which have the capability of being cancer prevention agents that help kill and settle free revolutionaries. In the interim, honey can be utilized as a humectant and prevent dry skin. This exploration means figuring out how to make a body-clean plan from red rice (Oryza nivara.) and honey (Mel depuratum) to eliminate dead skin cells with shifting fixations, to be specific, 4.5%, 6.5%, and 8.5%. This exploration utilizes subjective techniques, and the consequences of the examination are that red rice and honey can be figured out in body scour arrangements with differing groupings of 4.5%, 6.5%, and 8.5%, and details of red rice (Oryza nivara) and honey (Mel depuratum) show that 3 definitions with convergences of 4.5%, 6.5%, and 8.5% have great actual quality tests and meet the necessities. Keywords:          plan, body scour, earthy-colored rice, honey, dead skin cells   Abstrak Beras merah mengandung flavonoid yang berfungsi sebagai antioksidan yang membantu menetralkan dan menstabilkan radikal bebas. Sedangkan madu dapat digunakan sebagai humektan dan mencegah kulit kering. Penelitian ini bertujuan untuk mengetahui cara pembuatan formulasi sediaan body scrub beras merah (Oryza nivara.) dan madu (Mel depuratum) sebagai pengangkat sel – sel kulit mati dengan variasi konsentrasi yaitu 4,5 %, 6,5 % dan 8,5 %. Penelitian ini menggunakan metode kualitatif dan hasil penelitian yaitu Beras merah dan madu dapat diformulasikan dalam sediaan body scrub dengan variasi konsentrasi 4,5%, 6,5% dan 8,5% dan Formulasi sediaan beras merah (Oryza nivara) dan madu (Mel depuratum) menunjukkan bahwa 3 formulasi dengan konsentrasi 4,5%, 6,5% dan 8,5% memiliki uji mutu fisik sediaan yang baik dan memenuhi syarat. Kata Kunci:         formulasi, body scrub, beras merah, madu, sel-sel kulit mati
Factors related to the Perception of Acupressure as Prevention of Anemia in the Elderly at the Nursing Home Sholihah, Imrok Atus; Haryanti, Titik; Ani, Nur
Journal of Epidemiology and Public Health Vol. 8 No. 2 (2023)
Publisher : Masters Program in Public Health, Universitas Sebelas Maret, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26911/jepublichealth.2023.08.02.11

Abstract

Background: Anemia or known by the public as anemia in the elderly often occurs unknowingly. The prevalence of anemia in Indonesia in the elderly is 42.3%. Acupressure utilizes stimulation on the body's acupuncture points, ears and scalp to affect the flow of the body's bioenergy called qi as one of traditional medicine. Perceptions of the use of traditional medicine are of three types: holding belief in conventional medicine, doubting conventional medicine, and holding belief in both traditional medicine and conventional medicine. The purpose of this study was to determine the factors associated with the perception of acupressure as a prevention of anemia in the elderly at nursing homes.Subjects dan Method: This study was a cross-sectional study in January 2023. The sample used was 110 elderly people in nursing homes in the Surakarta area, selected using a purposive random sampling technique. The dependent variable of this research is the perception of acupressure as prevention of anemia. The independent variables in this study were education of the elderly, knowledge of acupressure, history of anemia, safety of acupressure and willingness to do acupressure. Data collected by questionnaire. Data analysis used multiple logistic regression with Stata 13.Results: Factors related to positive perceptions of acupressure as prevention of anemia in the elderly were higher education in the elderly (OR= 12.77; 95% CI= 1.842 to 88.74; p=0.010), high knowledge about acupressure (OR= 13.05; 95% CI= 2.22 to 76.78; p=0.004), had a history of anemia (OR= 13.50; 95% CI= 2.15 to 84.59; p=0.005), safety of acupressure (OR= 32.85; 95% CI= 4.96 to 217.55; p<0.001), and willingness performed acupressure (OR= 11.03; 95% CI= 1.97 to 61.71; p=0.006).Conclusion: Factors related to the perception of acupressure as prevention of anemia in the elderly are the elderly's higher education, high knowledge of acupressure, history of anemia, safety of acupressure, and willingness to do acupressure. Keywords: perception of acupressure, prevention of anemia, the elderly. Correspondence: Imrok Atus Sholihah. Public Health, Universitas Veteran Bangun Nusantara Sukoharjo. Jl. Letjend Sujono Humardani No. 1, Sukoharjo, Central Java, Indonesia. Email: imrokatussholihah6@gmail.com. Mobile: +6281225210252.
The Effect of Neoalgae Spirulina Supplements Intakes on Increasing Body Height and Weight of Stunting Children in Mranggen, Sukoharjo, Central Java Ani, Nur; Maharani, Nine Elissa; Nugraho, Farid Setyo; Rahardjo, Budhi; Utami, Amrih Gancar
Journal of Epidemiology and Public Health Vol. 8 No. 3 (2023)
Publisher : Masters Program in Public Health, Universitas Sebelas Maret, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26911/jepublichealth.2023.08.03.12

Abstract

Background: Children who are stunted have a higher risk of experiencing health and brain development disorders, and have a lower likelihood of achievement and a bright future. Spirulina is one of the food sources enriched with nutrients that affect the nutritional status of children. The study aims to discover the effect of the administration of Spirulina Neoalgae supplements on increasing the height and weight of stunting toddlers in Mranggen village. Subjects dan Method: The study used a quasi-experimental design conducted in Mranggen Village, Sukoharjo, Central Java. A total of 100 toddlers selected using total sampling were included in this study. The independent variable in this study was the intervention of Spirulina Neoalgae supplements and the dependent variables in this study were body weight and height. Toddlers were given supplement interventions for 4 weeks. The collected data were subsequently analyzed using the Paired-Test. Results: Before the intervention the average height was (Mean= 82.92; SD = 8.77) and body weight was (Mean= 9.97; SD= 2.09). After the supplement intervention for 2 weeks, the average height was (Mean= 83.56; SD = 8.61) and body weight was (Mean= 10.11; SD= 2.07). Average height (Mean= 84.56; SD= 8.57) and body weight (Mean= 11.04; SD = 2.10) in week four increased and the result was statistically significant (p <0.001). Conclusion: The administration of neoalgae supplements affects increasing height and weight in stunted children in Mranggen Village, Sukoharjo, Central Java.   Keywords: Supplements, Neoalgae, Nutritional Status, Height, Weight, Stunting
MODEL OF CYBERBULLYING DETECTION ON SOCIAL MEDIA USING MULTI-LABEL DEEP LEARNING: A COMPARATIVE STUDY Lemi Iryani; Junaidi Junaidi; Paisal Paisal; Mariana Purba; Nia Umilizah; Bakhtiar Bakhtiar; Nur Ani
JITK (Jurnal Ilmu Pengetahuan dan Teknologi Komputer) Vol. 10 No. 4 (2025): JITK Issue May 2025
Publisher : LPPM Nusa Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33480/jitk.v10i4.6004

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Cyberbullying is the deliberate act of using technology to harm others. This study aims to analyze 400 Instagram comments obtained via API from previous research. The data were labeled into three classes: negative (containing cyberbullying), positive (non-bullying, supportive), and neutral (neither positive nor negative). The data for experiment was divided into 70% for training and 30% for testing. The research methodology consists of three main stages. The first stage is text preprocessing, which includes tokenization (splitting comments into tokens), filtering (removing unimportant words or stop-words), and stemming (converting words with affixes into their root forms). The second stage is classification analysis using BiLSTM, LSTM, RNN, and CNN-1D methods. The third stage is evaluation by comparing the model's classification results with manually labeled data using accuracy as the evaluation metric. The results show that the BiLSTM model performed the best, achieving an accuracy of 98.51% on the training data and 81.82% on the testing data. The BiLSTM method used in this study can be further adapted to enhance the effectiveness of cyberbullying detection in various applications.
Certification of Internal Auditors of OHS Management Systems for Supervisors In PT X Ani, Nur; Paskanita, Maria; Wartini, Wartini; Nugroho, Farid Setyo
IJECS: Indonesian Journal of Empowerment and Community Services Vol. 6 No. 1 (2025)
Publisher : Universitas Veteran Bangun Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32585/ijecs.v6i1.6467

Abstract

ABSTRAK The internal auditor certification of the K3L management system should not be underestimated, considering the vital role played by supervisors in the direct supervision of company operations. Based on a preliminary survey, PT X is a company that assembles solar panels to be marketed domestically and abroad. In 2023, PT X carried out ISO 9001, ISO 14001, and ISO 45001 certification audits, but in the audit process, it was found that there had been no certification activities and appointment of an internal auditor team. The purpose of this internal auditor certification activity is to enhance the company's image and the quality of internal auditors through internal audit certification activities aimed at supervisors, thereby improving the effectiveness of supervision in the workplace. Methodology: Internal audit certification training activities for ISO 9001, ISO 14001, and ISO 45001. Targets for all Supervisors at PT X, Scientific Publications with IKU 2 and IKU 3. PkM activities include 6 stages of activities, starting with 1) Licensing and Coordination with partners, 2) Preparation of Timeline, 3) Making materials, 4) Implementation of certification, 5) Evaluation and preparation of RTL, and 6) Preparation of PkM outputs and reports. The activity was carried out on January 8, 2025,  with 15 participants in the PT meeting room. X. The results of the ISO auditor training and certification activities showed that 100% of participants could conduct observations and interviews. Participants also can find deviations and prepare NCRs according to PLOR standards by 80%. Meanwhile, the ability to make reports and NCRs still needs to be improved, which is only 67%. This community service activity concludes that a prospective internal auditor must be able to observe, interview, detect non-conformities, and be able to make audit reports, and be able to fill in the internal audit log register.
ANALISA RISK ASSESMENT BERDASARKAN PERMENKES NO. 25 TAHUN 2019 DI UNIT LABORATORIUM, LPFK KEMENKES X Ani, Nur; Wartini, Wartini; Julia, Pertiwi; Titik, Haryanti; Iik, Sartika
Jurnal Ilmu Kesehatan Masyarakat Berkala (JIKeMB) Vol 6 No 2 (2024): NOVEMBER 2024
Publisher : Universitas Veteran Bangun Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32585/jikemb.v6i2.6346

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Urgency: Working in a laboratory often brings us into contact with hazardous chemicals, flammable materials, sharp objects, blood, hazardous specimens, and various heavy equipment. Based on a preliminary study on December 8, 2023, the LPFK Kemenkes Banjarbaru is an agency that has collaborated with FKMIK in terms of the Tri Dharma of Higher Education. The results of a preliminary study conducted on December 8, 2023 at the LPFK Kemenskes Banjarbaru, it is known that in the work process there are potential risks whose risk profiles and risk categories are not yet known. Where these risks will interfere with organizational processes and must be controlled. Objective: This study aims to identify hazards, determine the level of danger, group risk profiles and risk categories. The importance of this research is to reduce the risk of work accidents, making it one of the references for reducing the number of work accidents. Method: This type of research is descriptive qualitative, the research variables used are single variables, namely risk assessment/risk management, the targeted outputs in this study are indexed publications in Sinta 3 and pocket books. Result : The results of risk identification in the laboratory work unit at LPFK X based on the assessment of the standard of Permenkes No. 25 of 2029 have the potential for Quality risk hazards and K3 risk hazards as stated in the risk code LPDP.01.01 to LPDP.01.12. The results of the risk assessment analysis have the potential for low risk hazards for 3 activities, medium risk for 8 activities and high risk for 1 activity. The results of the risk category based on the standard assessment have the risk categories of Legal Risk, Reputation Risk, Operational Risk, Financial Risk, and Compliance Risk.
Relationship Between Work Attitude and Musculoskeletal Disorders in Central Weaving Industry Craftmen in Dalangan Village, Tawangsari District, Sukoharjo Regency Arista Ririn Yulianti; Wartini Wartini; Nur Ani; Iik Sartika
International Journal of Public Health Vol. 2 No. 2 (2025): June : International Journal of Public Health
Publisher : Asosiasi Riset Ilmu Kesehatan Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62951/ijph.v2i2.444

Abstract

Work in the informal sector, such as weaving, has high health risks due to the repetitive nature and static positions required. Weavers often experience Musculoskeletal Disorders (MSDs) due to sitting too long in front of the loom for about 8 hours. This condition causes muscle contractions in the shoulders and neck, reduces blood flow, and causes pain and fatigue. A study of two sarong weaving industries in Dalangan Village found that 70% of 10 workers complained of low back pain. Many workers work with non-ergonomic positions and inappropriate equipment. Improvements in work attitudes are needed so that workers' health and productivity are maintained. This study aims to determine the relationship between work attitudes and MSDs disorders in the central craftsmen of the weaving industry. This research is a quantitative study using observational analysis method with cross sectional approach. The population was 35 from 4 locations with a sample of 35 respondents taken using total sampling technique. Assessment for work attitudes using the Rapid Entire Body Assessment (REBA) and for Musculoskeletal Disorders (MSDs) experienced using the Nordic Body Map (NBM). The results of the Spearman correlation test showed no significant relationship between work attitudes and musculoskeletal complaints with a p-value = 0.261 (p < 0.05) and a correlation coefficient value of r = 0.195 which is included in a weak correlation with a positive direction. The study shows there is no significant relationship between work attitude and musculoskeletal disorders in weaving industry workers. Routine ergonomics education is recommended to prevent complaints and maintain sustainable occupational health.
Relationship Between Lighting Intensity and Eye Fatigue in Workers of the Weaving Industry Central in Dalangan Tawangsari Village, Sukoharjo Susi Purnama Afrilia; Iik Sartika; Wartini Wartini; Nur Ani
International Journal of Public Health Vol. 2 No. 2 (2025): June : International Journal of Public Health
Publisher : Asosiasi Riset Ilmu Kesehatan Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62951/ijph.v2i2.464

Abstract

Eye fatigue is a common condition often experienced by workers in the textile industry when their eyes feel very tired due to prolonged and continuous use in low light conditions. Among textile workers in Dalangan Village, Tawangsari, Sukoharjo, 100% of the 10 respondents experienced eye fatigue due to insufficient lighting intensity that did not meet the standard (300 Lux). This study aims to investigate the relationship between lighting intensity and eye fatigue among textile workers in the central textile industry in Dalangan Village, Tawangsari, Sukoharjo. This is a quantitative study using observational analysis with a cross-sectional approach. Lighting intensity was measured using a lighting measurement observation sheet with a Lux Meter, while eye fatigue was measured using a questionnaire. The study population consisted of 35 workers, and the sample was selected using total sampling. Based on the results of the chi-square test analysis, a significant relationship was found between lighting and eye fatigue among textile workers, with a p-value of <0.05 and a p-value of 0.039. The analysis yielded a PR value of 0.727, meaning that respondents with inadequate lighting have a 0.727 times higher risk of experiencing eye fatigue compared to respondents with adequate lighting. We recommend that weaving workers pay more attention to eye health and ensure that the lighting levels used comply with standards.
Peningkatan Pengetahuan Pencegahan Demam Berdarah Dengue (DBD) dan Pembutan Semprot Serai Anti Nyamuk Irawan, Bibit; Sari, Dewi Puspito; Ani, Nur
Jurnal Pengabdian Masyarakat (ABDIRA) Vol 5, No 3 (2025): Abdira, Juli
Publisher : Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/abdira.v5i3.837

Abstract

Background: Dengue Hemorrhagic Fever (DHF) is an acute disease with clinical manifestations of bleeding that causes shock leading to death. Community Service Objectives: to increase knowledge of DHF prevention and provide skills related to making anti-mosquito citronella spray in order to suppress the spread of DHF. This community service uses two approaches: a) Community Education, by providing counseling aimed at increasing understanding and awareness related to preventing DHF transmission b) Training, by adding activities accompanied by demonstrations or examples to produce anti-mosquito citronella spray products. Results: The implementation of socialization about DHF showed that community knowledge increased by 3.2 points, the better the knowledge the community has, the better the way the community will deal with DHF. Utilization of local citronella resources as raw materials for making anti-mosquito spray is a sustainable solution to reduce the number of DHF cases while empowering the local economy. Conclusion: An integrated education and training approach can increase community awareness and skills in preventing DHF.
Co-Authors Aminuddin, Arief Andi Nugroho, Andi Anisa , Nur Anita Ratnasari ARDIANSYAH ARDIANSYAH Arham Hanif Febria Ariansyah Arif Wibawa, Prasetya Arista Ririn Yulianti Asriati, Yul Awusi, Riati Yulia Emanuel Ayudia Johar, Syefira Ayudia, Syefira Ayumi, Vina Aziz, Faisal Bagus Priambodo Bakhtiar, Bakhtiar. Beknazar, Achmad Hait Aliyumni Catra Pratama, Suga Desi Ramayanti Dewi Puspito Sari, Dewi Puspito Djatmiko Hidajat Doni Munggaran, Muhamad Elissa Maharani, Nine Fardiansyah, Dwiki Fiqi Nurbaya Iik Sartika Iik, Sartika Indhun, Qomariah Intan Istiqomah, Intan Irawan, Bibit Julia, Pertiwi Jumaryadi, Yuwan Junaidi Junaidi Junior, Nickolas Kameswara, Gilang Mahesa Khoirunisa, Asahra Kusnendar, Yustinus Krisna Lemi Iryani Lutfiana Kusumawati, Lutfiana Maharani, Nine Elissa Mariana Purba Maulia, Putri Maysyanda, Charista mdf, sulisti Nia Umilizah Noprisson, Handrie Nugraho, Farid Setyo Nugroho, Farid Setyo Nur Ismawati, Nur Paskanita, Maria Paulitan, Alsih Priskila Gani Puji Hastuti Purba, Mariana Puspito Sari, Dewi Putra, Erwin Dwika Rahardjo, Budhi Rinto Priambodo Rosyidah, Marlia Yulianti Salsabila, Naj'wa Sari, Noviana Ristika Sartika , Iik Sarwati Rahayu Sholihah, Imrok Atus Siti Maesaroh Susanti, Ika Yani Susi Purnama Afrilia Syamsiar, Syamsiar Syefira Ayudia Johar Titik Haryanti Titik, Haryanti Trapsilo, Firdaus Yuli Ulfah, Hana Rosian Utami, Amrih Gancar Wachyu Hari Haji Wachyu Hari Haji Wartini Wartini Wartini Wartini Wartini, Wartini Wuryandari, Wuryandari Yosephine Sinaga, Desi