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All Journal Jurnal Matematika Jurnal Sains Matematika dan Statistika Wikrama Parahita : Jurnal Pengabdian Masyarakat Tekinfo | Scientific Journal of Industrial and Information Engineering PERFORMA : Media Ilmiah Teknik Industri Metode : Jurnal Teknik Industri BAREKENG: Jurnal Ilmu Matematika dan Terapan Unisda Journal of Mathematics and Computer Science (UJMC) JMM (Jurnal Masyarakat Mandiri) Beta: Jurnal Tadris Matematika JISIP: Jurnal Ilmu Sosial dan Pendidikan Jurnal TAMBORA EIGEN MATHEMATICS JOURNAL Jurnal Abdi Insani JIIP (Jurnal Ilmiah Ilmu Pendidikan) Journal of Computer System and Informatics (JoSYC) Reswara: Jurnal Pengabdian Kepada Masyarakat Range : Jurnal Pendidikan Matematika Journal of Computer Networks, Architecture and High Performance Computing JENIUS: Jurnal Terapan Teknik Industri Jurnal Industri Pariwisata JURNAL ILMIAH GLOBAL EDUCATION Brilliance: Research of Artificial Intelligence Journal Of Human And Education (JAHE) Journal of Innovation Research and Knowledge Jurnal Industri dan Teknologi Samawa (JITSA) Hexagon Jurnal Pengabdian Rekayasa Sistem Jurnal Matematika

Hermanto, Koko

Program Studi Teknik Industri, Universitas Teknologi Sumbawa

Author-ID : 1211057

Religion Agriculture, Biological Sciences & Forestry Arts Humanities Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Mathematics Mechanical Engineering Physics Social Sciences Transportation Other

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Predictive Modeling of Preeclampsia Risk Using Random Forest Algorithm within a Machine Learning Framework Harizahayu; Friendly; Purwo Seputro , Bintarto; Benar; Hermanto, Koko
Journal of Computer Networks, Architecture and High Performance Computing Vol. 6 No. 4 (2024): Articles Research October 2024
Publisher : Information Technology and Science (ITScience)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47709/cnahpc.v6i4.4779

Preeclampsia is a serious pregnancy complication characterized by high blood pressure, potentially leading to organ damage, making early risk prediction crucial to reducing maternal morbidity and mortality. This study aims to develop a preeclampsia risk prediction model using medical and clinical data from 80 patients at Rumah Bersalin Sadan. The data include demographic profiles, blood pressure, weight, maternal age, preeclampsia history, body mass index, number of previous pregnancies, as well as genetic and environmental factors. The dependent variable is the risk of preeclampsia, either as a binary outcome (yes/no) or as a continuous risk score. The predictive model was built using multivariate linear regression and the Random Forest algorithm. The results showed that the Random Forest model achieved an accuracy of 65.22%, with an F-statistic of 7.345 and a very small p-value (1.908e-06), indicating that the model effectively explains data variability. However, the low Kappa value suggests room for improvement through feature refinement, hyperparameter tuning, or exploring other algorithms. Although these findings suggest that Random Forest is a promising method, further evaluation and model optimization are needed to enhance predictive performance and determine whether this method is the most suitable for the dataset used.

OPTIMASI ALOKASI AIR IRIGASI MENGGUNAKAN PROGRAM LINIER (STUDI KASUS BENDUNGAN BATU BULAN KEC. MOYO HULU) Hermanto, Koko; Utami, Silvia Firda; Suarantalla, Ryan
BAREKENG: Jurnal Ilmu Matematika dan Terapan Vol 14 No 3 (2020): BAREKENG: Jurnal Ilmu Matematika dan Terapan
Publisher : PATTIMURA UNIVERSITY

The area of the Batu Bulan dam is less than 183 hectares with capacity of 15 liters per second, the largest dam on Sumbawa island, located in Batu Bulan village, Moyo Hulu sub-district, Sumbawa regency, West Nusa Tenggara. Batu Bulan Dam is planned to be able to meet the irrigation needs, raw water, and has a potential for hydroelectric power plants. Considering the latter plans and the limited water supply from the dam, it is necessary to have a study for the optimization of the Dam's water allocation. By this study, the water allocation can be optimized and the planting patterns are managed. The goal of this research is the optimization of Batu Bulan Dam waters allocation for irrigation utilization, which is expected to improve dam operation patterns, to obtain the best cropping patterns and to obtain optimum benefits of rice and corn plants planted in the irrigation area. One method that can be used to solve the water allocation problem is linear programming with the objective is maximizing total profits and the constraints is water availability and land area

ANALISIS STRATEGI PEMASARAN TENUN KRE ALANG MENGGUNAKAN ANALISIS SWOT DAN BAURAN PEMASARAN Hermanto, Koko; Altarisi, Salman; Utami, Silvia Firda
Jurnal Industri Parawisata Vol 5 No 1 (2022): Jurnal Industri Pariwisata JULY 2022
Publisher : Universitas Sahid

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36441/pariwisata.v5i1.985

Kre Alang merupakan kain tenun khas yang berasal dari kabupaten Sumbawa provinsi Nusa Tenggara Barat (NTB). Kre Alang merupakan produk daerah Sumbawa yang memiliki ciri khas yang unik serta memiliki nilai sejarah yang tinggi. Namun, sampai saat ini produk Kre Alang dapat dikatakan masih belum dikenal oleh banyak orang dibandingkan kain tenun dari daerah lain, salah satu faktornya adalah produk Kre Alang menawarkan harga yang terlalu tinggi dengan kualitas yang hampir sama dengan produk kain lainnya. Selain itu, masalah lain adalah promosi produk yang dapat dikatakan belum baik, dikarenakan promosi masih dilakukan melalui mulut kemulut.Â Berdasarkan masalah tersebut tentunya dapat berdampak dan berpengaruh terhadap keputusan pembelian konsumen. Semakin baik produk maka semakin baik keputusan konsumen, sebaliknya semakin buruk produk maka semakin buruk keputusan pembelian konsumen. Oleh karena itu tujuan dari penelitian.Oleh karena itu, tujuan dari penelitian ini adalah menganalisis perencanaan strategis pemasaran tenun Kre Alang menggunakan metode SWOT dan bauran pemasaran. Adapun hasil dari penelitian Â antara lain memperthankan kualitas produk, memperluas penjualan dan distribusi, memperbaiki strategi harga, serta memperbaiki metode promosi yang dilakukan agar semakin memperkuat dan menarik minat konsumen terhadap keputusan pembelian produk Kre Alang.

Analisis Pengukuran Overall Equipment Effectiveness (OEE) Mesin Rice Milling Unit di CV Fajar Samudra Mashabai, Ismi; Ramdani, Marisa Desita; Ulfaturrahmi; Hermanto, Koko
Metode : Jurnal Teknik Industri Vol. 11 No. 1 (2025): Jurnal Metode
Publisher : Universitas Muhammadiyah Sorong

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33506/mt.v11i1.4227

CV Fajar Samudra is a company that manages rice in Sumbawa. The rice processing process per day can produce + 3 thousand tons of harvested dry grain (GKP) and also produce 50 tons of milled dry grain (GKG) which can later produce around 30 tons of rice. Based on the results of the interview, the problem with the rice grinding machine occurred because the v-belt of the machine broke/loose so that the machine stopped and did not operate for +4 hours. This research uses OEE (Overall Equipment Effectiveness) calculations, namely measuring the level of effectiveness of machine use by calculating machine availability, performance and quality of the products produced. OEE calculates availability, performance and quality. The calculation results from this research show that the availability value is 94.34%, performance 52.44% and quality 99.62%. The OEE value obtained was 47.79% (low). So it can be seen that the highest Losses of CV Fajar Samudra on the rice milling unit machine is the Reduce speed Losses of 39.33% in October 2023.

The Impact of Case Study-Based Learning with SPSS on Student Outcomes at Medan State Polytechnic Harizahayu Harizahayu; Koko Hermanto; Ratna Yuniarti
RANGE: Jurnal Pendidikan Matematika Vol. 6 No. 2 (2025): Range Januari 2025
Publisher : Pendidikan Matematika UNIMOR

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32938/jpm.v6i2.8759

This study intends to create a statistical learning model by integrating theory and practice, using the SPSS software application with case studies of problem solving in Computer Engineering and Informatics students at the Medan State Polytechnic. The design of this study began with a literature review before making lesson plans with the task of making teaching materials and providing content to students. Besides that, after the writer led the discussion, he was given the task of determining cases based on the subjects chosen by the students according to their interests. In this study there were 70 students who participated as the research sample. NONCase and STDCase both have standard deviation values of 1.62001 and 1.84694, respectively. Because the average learning outcomes of NONCase 74.2571 and STDCase 78.8857 show that descriptively there are differences between NONCase-based learning and case study/STDCase-based learning. The NONCase method and the STDCase learning method using the SPSS program have a significant linear relationship between the variables, according to case study-based research. Using the formula F count = 0.982 > F table = 1.507 It can be concluded that there is a significant linear relationship between the mastery of the STDCase learning approach and the SPSS program because F count is smaller than F table

APLIKASI PROGRAM LINIER INTEGER 0-1 UNTUK MENYUSUN JADWAL USULAN PIKET SATPOL PP Hermanto, Koko; Suarantalla, Ryan; Sahdan, Sahdan
BAREKENG: Jurnal Ilmu Matematika dan Terapan Vol 14 No 1 (2020): BAREKENG: Jurnal Ilmu Matematika dan Terapan
Publisher : PATTIMURA UNIVERSITY

A zero-one integer linear programming with the Lindo software approach can be used to solve the cyclical scheduler method problem. The cyclical scheduling method is one of the scheduling methods that can be used to schedule work picks from Satuan Polisi Pamong Praja (Satpol PP), where each Satpol PP will work within a specified period of 5 days and will repeat periodically. The decision variable solution to the linear programming model is zero or one which becomes the decision of the Satpol PP in choosing the type of schedule. The preparation of this proposed schedule pays attention to the preferred weight of the Satpol PP holidays in each type of schedule that is formed so that the objective function of the linear programming model is to maximize the preferred holiday weights per Satpol PP against the existing schedule types. The results of the analysis obtained an optimal proposal schedule in maximizing the quality of assignments to each shift while taking into account the workload and constraints that exist. Also, it is known comparison between proposal scheduling and scheduling that has been used so far is seen in the aspect of quality, and fairness of the schedule carried out in the proposed scheduling is superior.

ANALYSIS OF THE FACTORS THAT INFLUENCE CUSTOMER INTEREST IN USING MOBILE BANKING AT PT. BANK NTB SYARIAH ALAS SUB-BRANCH Sandy, Agusta Hari; Hermanto, Koko
BAREKENG: Jurnal Ilmu Matematika dan Terapan Vol 16 No 2 (2022): BAREKENG: Jurnal Ilmu Matematika dan Terapan
Publisher : PATTIMURA UNIVERSITY

Many customers prefer ATMs or come directly to bank offices to do banking transactions. It can lead to crowds considering that the pandemic is not over yet. It is one of the considerations of PT. Bank NTB Syariah launched a mobile banking application as a service facility to facilitate customers' transacting. The use of mobile banking is still relatively new to the public. Currently, the number of mobile banking users of Bank NTB Syariah Alas Sub-Branch has not met the number of targets achieved in several quarters. This study aimed to analyze the factors influencing customer interest in mobile banking. The sample in this study amounted to 100, which are customers who are users of mobile banking users of PT. Bank NTB Syariah Alas Sub-Branch. The statistical tool used in this research is Structural Equation Modeling (SEM) with LISREL 8.80 statistical software approach. The results of this study indicate that the factors that influence customer interest are Perception of Information Technology (X1), Ease of Use (X2), Risk (X3), and Service Features (X4). These factors have a significant simultaneous effect. The coefficient of determination obtained is 84%, which means that customer interest in using mobile banking is influenced by elements of information technology perception, risk, trust, and service features, while the remaining 16% is influenced by other variables not discussed in this study.

EVALUATION OF THE QUEUE SYSTEM OF A DRIVING LICENSE APPLICATION AT KEPOLISIAN SUMBAWA BESAR Hermanto, Koko; Ruskartina, Eki; Adiasa, Iksan; Hudaningsih, Nurul; P, Gipari Royen; Harizahayu, Harizahayu
BAREKENG: Jurnal Ilmu Matematika dan Terapan Vol 17 No 1 (2023): BAREKENG: Journal of Mathematics and Its Applications
Publisher : PATTIMURA UNIVERSITY

A driving License (SIM) is a card that a motorized vehicle driver must own to prove the eligibility to drive a motorized vehicle. There are still many drivers who do not have a SIM. One of the reasons drivers don't apply for a driving license is because they object to follow every procedure in making a driver's license, which takes a long time and causes long queues every day. The application for a driver's license in a city or district is only in one place, namely at the City Police. As a result, many applicants apply for a driver's license in the queue system. This problem also occurs in the SIM-making service system at the Sumbawa Police Station. Therefore, this study aims to evaluate the queuing system for SIM-making services at the Sumbawa Besar Resort Police using the queuing theory method. There are two types of submissions in applying for a SIM, namely a new application and an application for an extension of a SIM, and the queuing system model used is Single Channel-Multi Phase. There are three phases in applying for a new SIM: the registration phase, photo phase, and test phase. Meanwhile, the application for a SIM extension has two steps: registration and photos. Based on the results of the analysis, the use of one service in each phase has not been optimal in overcoming the number of queues in the new SIM application process because there is still a steady-state (ρ) greater than one and the number of applicants is still queuing in the system, namely on Monday (phase test), Wednesday (test phase) and Friday (photo phase and test phase). Therefore, it is proposed to add one more service on that day and phase so that the stadium condition (ρ) is less than one and there is only one applicant in the queue (Lq).

E-commerce as Marketing Media for Ruminant Feed and UMKM Craft Products Poto Village, Sumbawa Putraedi, Andri; Munandar, Imam; Hermanto, Koko; Yuliadi, Yuliadi; Julkarnain, M.; W, Yunari.; Akhir Putra, Juniardi
Brilliance: Research of Artificial Intelligence Vol. 5 No. 2 (2025): Brilliance: Research of Artificial Intelligence, Article Research November 2025
Publisher : Yayasan Cita Cendekiawan Al Khwarizmi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47709/brilliance.v5i2.6679

This study aims to design, develop, and test an e-commerce prototype as a digital marketing medium for ruminant animal feed products and micro, small, and medium enterprise (MSME) crafts in Poto Village, Sumbawa Regency. Local business actors in this area generally face two main challenges: limited access to broader markets and the lack of optimal utilization of digital technology for product promotion and sales. The study employed a qualitative research method to address these issues with data collected through observation, interviews, questionnaires, and literature studies. The developed e-commerce platform was then tested to evaluate its effectiveness and usability. The results show that the platform contributes positively by expanding the marketing reach of local products, increasing their competitiveness, and simplifying the transaction process. In addition, users expressed favorable responses to the simple interface, the clarity of product display, and the integrated communication features that facilitate direct interaction between sellers and buyers. These findings highlight that implementing an e-commerce system tailored to local needs has significant potential to strengthen the rural economy, particularly through the digitalization of MSMEs and the livestock feed sector. Testing further confirms that all e-commerce features function properly, meet user requirements, and are very easy to operate, thus providing evidence of the system's practicality and sustainability for long-term community use.

PEMBERDAYAAN MASYARAKAT DESA MAMAN MELALUI PELATIHAN PEMBUATAN DIMSUM SIOMAY BAGI KELOMPOK PKK Hermanto, Koko; Mashabai, Ismi; Hudaningsih, Nurul; Utami, Silvia Firda; Turrahmi, Ulfa
Jurnal Abdi Insani Vol 12 No 9 (2025): Jurnal Abdi Insani
Publisher : Universitas Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29303/abdiinsani.v12i9.2956

The problem of stunting in West Nusa Tenggara (NTB) remains a serious concern despite a significant decline in stunting rates. Despite this considerable decline, NTB has yet to reach the national target of 14%. There is still 10.6% left to achieve to meet the national target. Stunting in NTB is caused by chronic, recurring malnutrition, especially in animal protein. Therefore, to meet these nutritional needs and increase children's appetite, innovations in stunting management are needed, one of which is creating contemporary foods such as dimsum siomay. Training on making dimsum siomay using chicken and shrimp as raw materials was provided to the Family Welfare Empowerment (PKK) group in Maman Village, Sumbawa Regency, to improve the knowledge and economy of its members, and to reduce stunting rates. The training method used was the Participatory Rural Appraisal approach, which included the delivery of materials and hands-on practice in making dimsum siomay. A review of the training activities was conducted after the training, aiming to evaluate the effectiveness of the training in improving the knowledge, skills, and awareness of the PKK women's group in Maman Village in developing culinary businesses. The evaluation results showed a significant increase in the knowledge, skills, and caring attitudes of PKK members after the training. The training also raised PKK members' awareness of developing independent and sustainable culinary businesses. The training's effectiveness rate was 45%, categorized as quite effective in empowering the PKK women's group economically, and can serve as a model for other community empowerment programs.

Co-Authors Adi Suriyadin Adiasah, Iksan Ahmad Yamin Aldrin Ali Topan, Paris Altarisi, Salman Ananda, Dea Andika Pratama Andika, Ahyar Anggriani, Luluh Atira, Fatin Farah Bahtiar, Syamsul Bayu Dinanda Putra Darmayadi, Surya Dea Ananda Debi Julia Sari Dery Sofya, Noura Dinda Permata Dwi Ermayanti, Tita Dzil Ikram, Fadhli Ekastini Ekastini Ekastini Ekastini Eki Ruskartina Eko Wijaya Eko Wijaya Erwin Mardinata Fajar Aryo Nugroho Fatin Farah Atira Fauzi Widyawati Fazriansyah Fidya Rizqika Firda Utami, Silvia Fitriani, Reza Friendly Harahap, Herpan Syafil Harizahayu Harizahayu Harizahayu, Harizahayu Heriwibowo, Dedy Herpan Syafil Harahap Hudaningsih, Nurul Hudaya, Chairul I Gusti Putu Muliarta Aryana I Gusti Putu Muliarta Aryana I Putu Winada Gautama I Wayan Joniarta Iksan Adiasa Imam Munandar Imam Munandar Ismi Mashabai Ismiyarti, Wilia Julkarnain, M. Juniardi Akhir Putra Karyaningtiyas, Dimastuti Putri Mamika Ujianita Romdhini Mardinata, Erwin Marwan Marwan Mietra Anggara Mietra Anggara Muhammad Amirul Muhammad Sayyid Rafi Muhammad Zikri Kautsar Mukhtar Hadi Ningsih, Nur Fitria Nora Dery Sofya Nora Dery Sofya Nur Fitria Ningsih Nurfadila Nurfadila Nurfadila Nurfadila, Nurfadila Nuryadi, Halid P, Gipari Royen Permata, Dinda Puji Muniarty Puji Muniarty Purwo Seputro, Bintarto Putraedi, Andri Ramdani, Marisa Desita Ratna Yuniarti Ratna Yuniarti Renaldi Yansyah Reza Fitriani Ridho Rabani Robbani, Farisan Ruskartina, Eki Ryan Suarantalla Sahdan, Sahdan Sakina, Cici Putri Salman Altarisi Salman Altarisi Sandy, Agusta Hari Sarkasih, Muhammad Reza Shinta Esabella Silvia Firda Utami Silvia Firda Utami Sis Yanti Arisma Sofya, Nora Dery Suarantalla, Ryan Sumarningsih, Eka Yuni Surbakti, Benar SURYANI Tamara Exanti Olifia Taryono, Taryono Tita Dwi Ermayanti Tiya Indryani Turrahmi, Ulfa Ulfa Turrahmi Ulfaturrahmi W, Yunari. Wari Ammar Abdul Jabbar Wilia Ismiyarti Yandri Sudodo Yansyah, Renaldi Yanti, Sahri Yuliadi Yuliadi Yuliadi Yuliadi

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