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This research is to find out how the understanding of good governance in the DPRD of Fifty Cities Regency is in the context of Supervision of the formation of Regional Regulations. This study used a purposive sampling technique where the researcher selected 9 key informants from different fields and then this research was analyzed by quantitative descriptive. The results of the study show that good governance is basically a concept that refers to the process of achieving decisions and their implementation that can be accounted for together. The importance of understanding good governance is something that must be fulfilled by every member of the DPRD so that the optimization of the supervisory function can run effectively and efficiently. Unproductive in formulating regional regulations, it is necessary to have optimal monitoring and in-depth evaluation of the outputs of regional regulations which will be a reflection of the government in being responsible for the results of these regional regulations. For this reason, it is necessary to have the participation of all stakeholders, including the community.

Perguruan  tinggi di Indonesia saat ini sudah mencapai 2000 lebih perguruan tinggi.  Perguruan tinggi bisa tetap eksis salah satu faktornya adalah dengan adanya mahasiswa yang masuk ke perguruan tinggi tersebut. Dalam penerimaan mahasiswa baru setiap perguruan tinggi tentunya tidak sembarangan, mereka akan melakukan seleksi terhadap calon mahasiswa agar mendapatkan mahasiswa dengan kualitas yang mereka harapkan. Ada beberapa cara dalam melakukan seleksi calon mahasiswa, diantaranya ada yang berdasarkan nilai rapor, ada yang melalui tes tertulis, dan ada jalur mandiri. Tidak semua perguruan tinggi melakukan pengolahan data yang masuk secara maksimal. Biasanya mereka masih mengolah data secara manual atau dengan kata lain belum menggunakan machine learning. Masalah yang ada yaitu adanya perguruan tinggi yang belum secara maksimal dalam mengolah data penerimaan calon mahasiswa. Karena belum optimalnya data yang diolah maka ada perguruan tinggi yang belum dapat membuat prediksi dalam penerimaan calon mahasiswa untuk di tahun ajaran berikutnya. Salah satu untuk dapat membuat prediksi di masa mendatang adalah dengan menggunakan data mining.  Metode yang akan digunakan dalam data mining adalah klasifikasi Decision Tree dioptimasi dengan Particle Swarm Optimization. Hasil dari Decision Tree dengan optimasi Particle Swarm Optimization didapatkan akurasi sebesar 99,94%.

The management of traditional markets has the potential to create and expand employment opportunities, especially for workers who lack adequate skills and expertise to work in the formal sector due to their low level of education, and as a place of business, small traders have many strategic values. both from an economic and socio-cultural perspective. The purpose of this study was to determine market management in Gowa Regency, especially the Sungguminasa people's market. The method used in this research is descriptive qualitative. The analysis in this study uses the theory proposed by Henry Fayol with the dimensions of Planning, organizing, commanding, coordinating, controlling. The results showed that the lack of optimal supervision and firmness of the officers regarding the collection of market levies on kiosks and stalls, inadequate facilities and infrastructure, as well as the condition of the narrow market land resulted in street vendors not being accommodated. Lack of ineffective placement personnel became an inhibiting factor in socialization process to traders. The researcher's suggestion is that the Gowa Regency Industry and Trade Department should fix the market effectively and efficiently and increase market optimization, it is necessary to take steps to improve the quality and quantity of human resources and other supporting resources, so that traders are placed in appropriate places and it is hoped that the Gowa Regency Industry and Trade Department will pay more attention to the facilities provided. is around the market.

The management of traditional markets has the potential to create and expand employment opportunities,specially  for workers who lack adequate skills and expertise to work in the formal sector due to their low level of  education,and as a place of business, small traders have many strategic values. both from an economic and socio-cultural perspective. The purpose of this study was to determine market management in Gowa Regency, especially the Sungguminasa people's market. The method used in this research is descriptive qualitative. The analysis in this study uses the theory proposed by Henry Fayol with the dimensions of planning,organizing,commanding,koordinating, controlling. The results showed that the lack of optimal supervision and firmness of the officers regarding the collection of market levies on kiosks and stalls, inadequate facilities and infrastructure, as well as the condition of the narrow market land resulted in street vendors not being accommodated. Lack of ineffective placement personnel became an inhibiting factor in socialization process to traders. The researcher's suggestion is that the Gowa Regency Industry and Trade Department should fix the market effectively and efficiently and increase market optimization, it is necessary to take steps to improve the quality and quantity of human resources and other supporting resources, so that traders are placed in appropriate places and it is hoped that the Gowa Regency Industry and Trade Department will pay more attention to the facilities provided. is around the market 

Early childhood development has an important role in the development of an individual. In order for a child to have good development, it is necessary to carry out early detection of the child's growth and development with the aim of achieving optimization of a child's development. Data shows an increase in the prevalence of parents who do not regularly monitor their children's growth and development. Monitoring the growth and development of toddlers is carried out in conjunction with early detection of developmental disorders in toddlers so that intervention and simulation can provide optimal results. This community service activity aims to determine children's developmental growth and deviations that occur as well as providing education to parents, especially about the growth and development of pre-school children and the factors that support children's growth and development. The target of the activity is pre-school children and mothers/parents of Prima Bhakti Kindergarten students. The method used in the activity is the KPSP child growth and development detection instrument and to increase parents' knowledge about growth and development, it is carried out through counseling, question and answer discussions and demonstrations on how to stimulate children's growth and development. The results of early detection of growth assessment using the WHO curve showed that 95% had normal stature and normal nutrition and 5% were malnourished. Examination of children's development with the KPSP instrument was 100% developmentally appropriate. The education provided to parents shows that they are active participants in question and answer discussion activities and demonstrations of growth and development stimulation.

Diabetes is a serious chronic disease that occurs because the pancreas does not produce enough insulin (a hormone that regulates blood sugar or glucose), or when the body cannot effectively use the insulin it produces. WHO data shows that the incidence of non-communicable diseases in 2004 reached 48 , 30% is slightly higher than the incidence rate of infectious diseases, namely 47.50% [1]. According to the Ministry of Health in 2012 diabetes caused 1.5 million deaths. Some Indonesian people, this disease is better known as diabetes or blood sugar. This research was developed through secondary data processing from the Pima Indians Diabetes Dataset health database which was taken from the Kaggle dataset and can be accessed through https://www.kaggle.com/uciml/pima-indians-diabetes-database. Where the data itself consists of 768 records with several medical predictor variables (Pregnancies, Glucose, Blood Pressure, Skin Thickness, Insulin, BMI, Diabetes Pedigree Function, Age and Outcome). Then the data will be processed using the Particle Swarm Optimization (PSO) feature selection to increase the accuracy value and the Naive Bayes algorithm to determine the accuracy results of the diagnosis of diabetes. From the results of research that has been done for the accuracy of the classification algorithm Naive Bayes is 74.61%, while the accuracy of the classification algorithm with Particle Swarm Optimization is 77.34% with an accuracy difference of 2.73%. So it can be concluded that the application of the Particle Swarm Optimization technique is able to select attributes in the Naive Bayes Algorithm, and can produce a better level of diabetes diagnosis accuracy than using only the individual method, namely the Naive Bayes algorithm. Keywords: Diabetes, Particle Swarm Optimization, Naive Bayes Algorithm

Product distribution is a crucial element of the supply chain system that ensures the smooth flow of goods from producers to consumers at minimal cost and with high reliability. Distribution efficiency not only reduces operational costs but also improves customer satisfaction, market competitiveness, and business sustainability. In the context of Micro, Small, and Medium Enterprises (MSMEs), distribution efficiency becomes even more critical due to limited financial, human, and infrastructural resources. This study aims to analyze the product distribution efficiency of UMKM Kerupuk Jaya Pesona, located in Cinanggung Village, Serang Regency, Banten Province, by applying two classical transportation methods: the North West Corner (NWC) and Least Cost (LC) methods. Both methods were used to determine the allocation pattern that minimizes total transportation cost across three destination regions: Serang, Cilegon, and Pandeglang. The data include three couriers (as supply sources) and three market destinations (as demands), totaling 18,000 product units per distribution cycle. The results show that both NWC and LC methods yield the same total transportation cost of Rp 358,000,000, although their allocation patterns differ. This indicates that the supply–demand and cost structure of the UMKM’s logistics system is balanced. This research concludes that simple optimization methods such as NWC and LC can serve as practical decision-support tools for MSMEs without requiring complex computational models. The study also recommends the application of the Modified Distribution (MODI) method to verify the optimality of the solution and highlights the importance of logistics efficiency in strengthening MSME competitiveness in the digital era.

The World Health Organization (WHO) recommendation that mothers breastfeed for a minimum of 6 months has not been achieved, this is because the psychological condition of mothers after giving birth often experiences disturbances, which will affect breast milk production. This problem can occur due to the transition period to becoming a parent, the anxiety felt during post partum can be one of the factors influencing breast milk production. The aim of this service is to This service activity is carried out with the aim of providing information about psychological adaptation in breastfeeding mothers and how to carry out this psychological adaptation to achieve optimization of the role as a mother at the Jongaya Community Health Center. The number of participants in this service activity was 15 people which was held on July 28 2023 at the Jongaya Community Health Center using the lecture and question and answer method as well as the sharing method. The results of this activity show changes in behavior in the form of successful adaptation, especially in psychological changes during breastfeeding.  

BLDC motor applications used in various forms in instrumentation, robotics, household, and transportation. One application of transportation equipment used as a propeller of electric bicycle vehicles. The value of the bicycle vehicle adjusted to the speed set, the amount that has determined. The purpose used in this study is to improve the efficiency of the regulation of BLDC motors on electric bicycles. Indicators of increasing performance are increasingly steady-state errors, and transient response required. The method used in this research is to do mathematical modeling in the form of transfer and optimization function equations. The model used is the model with the structure of the transfer function, while the optimization method used in this study is the Ziegler-Nichols method and firefly algorithm. The firefly algorithm is used in this study to obtain optimal Kp, Ki, and Kd values. The results showed that the firefly algorithm achieved better performance compared to the Ziegler-Nichols method.

Pengabdian ini merupakan pengabdian lanjutan dari proses pengabdian sebelumnyam bahwa di Kelurahan Desa Gebang memiliki potensi untuk ditingkatkan UMKM makanan ringan.  Dengan adanya peningkatan UMKM di Kelurahan Gebang, akan dapat meningkatkan kesejahteraan masyarakat di lingkungannya. Akan tetapi dalam pemasaran produk UMKM masyarakat di Kelurahan Gebang belum diimbangi dengan adanya pemanfaatan alat tekhnologi, sehingga proses pemasaran belum optimal. Hal ini disebabkan karena rata-rata pelaku UMKM memiliki usia yang tidak muda lagi, sehingga perlu pendampingan yang lebih ekstra. Pada saat era milineal ini, semua disajikan secara praktis dan efisien yaitu dengan memanfaatkan tekhnologi informasi. Seperti pemasaran melalui akun facebook, Instagram, website, twitter dan lain-lain. Hal ini bertujuan bahwa dengan menggunakan tekhnologi informasi, semua informasi produk dapat tersampaikan secara luas, baik tingkat nasional maupun internasional. Permasalahan yang utama ketika UMKM tidak memanfaatkan tekhnologi informasi dengan baik adalah mereka hanya bisa menjual produknya secara lokal dan jenis-jenis produk yang dijual tidak tersampaikan secara luas. Dalam mensiatasi kompetensi bisnis di era digital diharapkan seluruh UMKM memahami dan menggunakan digital marketing dengan baik, agar mereka mampu bersaing dengan baik hingga mencapai keunggulan k;ompetitif lebih maksimal. Materi yang diberikan kepada UMKM di Kelurahan Desa Gebang adalah tujuh konsep pemasran ampuh dengan metode digital, diantaranya adalah Search Engine Optimization (SEO), Search Engine Marketing (SEM), Pembuatan Konten, Mobile Marketing, Email Marketing, Affiliate Marketing, Pemasaran Media SosialUMKM, Digital Marketing, Kelurahan Gebang

Community service activities carried out in Babakan Village,  Ciparay District, Bandung Regency are community service activities that become the annual agenda of the Immanuel College of Health Sciences in Bandung. In 2018, the Nursing D3 study program focuses community service activities at Babakan III Elementary School. The target of these community service activities is for students in grades 1 through 6. The aim of community service is to increase the knowledge of SD Babakan III students about personal hygiene, and to know the optimization of personal hygiene. Method: This activity was carried out in SD Babakan III using a community empowerment approach. The intended community is  elementary school students in Babakan III, Ciparay Subdistrict, especially classes 3 and 4, as many as 85 students were trained for 2 days. The form of training provided is through the provision of material with lectures, discussions and demonstrations. Results: Based on the evaluation in the form of pre-test and posttest, there was an increase in students' knowledge, from 60% to 90%. This training also provides enrichment about personal hygiene for class teachers in SD Babakan III, Ciparay District. Conclusion: This training was conducted at SDN Babakan III with a total of 85 students, with a good level of knowledge (90%) after 2 days of training. It is hoped that the training that has been carried out will be able to become the foundation for behavior change in the school environment and at home by applying the principles of healthy living. 

This community service activity is motivated by the importance of Strengthening digital communication capacity within environmental communities to support the sustainability of community-based environmental conservation movements. The MAT PECI Community (Indonesian Community for Ciliwung Care) as an active partner in conservation and education along the Ciliwung River still faces limitations in managing digital organizational communication, particularly in documentation, publication, and social media optimization aspects. This activity aims to enhance the capacity of community members in utilizing digital media as a means of communication, education, and environmental advocacy. The method used is Participatory Action Research with a participatory approach that involves the community actively from problem identification, planning, implementation, to evaluation. The program includes digital communication training, mentoring in social media content creation, basic photography and videography training, and the development of community digital publication strategies. The results show an increase in members’ understanding and skills in using social media, behavioral changes toward more structured documentation, greater awareness of the importance of digital communication, and the formation of a more directed organizational communication system. The findings indicate that strengthening community-based digital communication is effective in social empowerment and supports the sustainability of environmental conservation movements.

Neuro Associtive Conditioning Kepolisian Republik Indonesia (NAC POLRI) mempunyai tujuan untuk mengembalikan semangat dan teladan yang telah diwariskan oleh para pejuang dan para pahlawan Indonesia melalui training Pendidikan Karakter.  Kemerosotan bangsa Indonesia, khususnya para generasi penerus bangsa menjadikan bangsa Indonesia terpuruk.  Generasi muda menjadi loyo seperti tak bertenaga di alam Indonesia yang subur dan gemah ripah lohjinawi.  Perkembangan Teknologi Informasi menjembatani Rencana dan kiprah NAC POLRI melalui media online berupa website.  Melalui website nacpolri.org diharapkan semua tujuan dan rencana untuk membuat kembali generasi muda memiliki karakter bangsa Indonesia akan tercapai.  Proses pembuatan website yang dibuat melalui rencana yang benar, develop web yang benar, cara mengisi artikel yang benar dan cara memelihara website yang benar menjadi nilai tambah website nacpolri.org.  Website nacpolri.org menjadi besar dan disukai pengunjung karena menggunakan cara Search Engine Optimization (SEO) dan selalu di evaluasi perkembangannya.  Sehingga tujuan menjadikan bangsa ini kembali memiliki Pendidikan Karakter yang kuat akan bisa diwujudkan.

Decision Support System couple the intellectual resource of individuals with the capabilities of the computer to improve the quality of decision. It's a computer based support system for management decision makers who deal with semi-structured problem. An integrated decision support system for use in an machine mollen product has been developed. It incorporates a linear Programming model that represents the contribution optimal and optimizes the production water pump and mollen machine. An optimization model is performed using a management scient model called linear programming approach in older to determine media selection. To use this model, the DSS needs ti interface with another software. Mathematical Programming is a technique used in mathematical models, particularly optimization models, to assist in decision making. The Simplex Method is "a systematic procedure for generating and testing candidate vertex solutions to a linear program." (Gill, Murray, and Wright, p. -137) It begins at an arbitrary corner of the solution set. At each iteration, the Simplex Method selects the variable that will produce the largest change towards the minimum (or maximum) solution. The  development of computer programs to be used as Decision Support Systems involves several tasks such as mathematical modeling, technical and data collection and development of a user friendly interface.

The passage analize about the model of DSS. Models begins step from DSS concept. After that, we must choose modeling approach, beside decision making processes. We have many types of model DSS, especially in statistical, financial and optimization. Finally, we get benefit of models.