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Dewi Dewi; Sumarmi Sumarmi; Riska Nuryana; Anita Kartini

Nusantara: Jurnal Pengabdian kepada Masyarakat 2024 Pusat Riset dan Inovasi Nasional

Pregnancy is the intrauterine growth and development of the fetus starting from conception and ending until the start of labor. Mothers' low knowledge about balanced nutrition during pregnancy, infants and toddlers causes incorrect feeding and affects nutritional status. This activity aims to increase mothers' knowledge about balanced nutrition for pregnant women, babies and toddlers and increase mothers' motivation. Achieving this goal is carried out through examining the nutritional status of pregnant women and providing nutritional education using lecture and question and answer methods. The implementation of this activity is planned in 3 stages, namely: preparation stage, implementation and evaluation stage. After counseling and inspection activities, monitoring or evaluation is carried out. After this service activity is carried out, it is hoped that mothers will have strong motivation to fulfill nutritional requirements for toddlers and improve mothers' attitudes and actions in providing balanced nutrition to toddlers. This activity can make a positive contribution in reducing nutritional problems in the Mangarobombang Community Health Center Working Area, Takalar Regency. After this service activity is carried out, it is hoped that mothers will have strong motivation to fulfill the nutrition of pregnant women and improve their attitudes and actions in consuming healthy and nutritionally balanced food. This activity can make a positive contribution in reducing nutritional problems.

Ergie Suhendri; Jaroji Jaroji

Repeater : Publikasi Teknik Informatika dan Jaringan 2024 Asosiasi Riset Teknik Elektro dan Informatika Indonesia

Waste is a waste product of human activities that continues to increase along with the increase in population, activities, and consumption levels. In Bengkalis Sub-district, Bengkalis Regency, there are many waste accumulation points that have not been handled properly, mainly due to the lack of information about the location of waste accumulation. This causes the Bengkalis Regency Environment and Hygiene Agency (DLHK) to have difficulties in managing waste transportation, even though it is carried out every day. There are still many complaints from people who are outside the waste collection point. To overcome this problem, this research aims to develop a mobile application-based garbage pile complaint application focused on the Bengkalis District area. This application is designed to assist DLHK in monitoring environmental cleanliness more effectively. The Analytical Hierarchy Process (AHP) method is used to determine the priority of handling waste complaints, which will be implemented in a web platform to ensure optimal handling. Application development uses a prototype approach to ensure that the resulting application is in accordance with user needs and expectations. With this application, it is hoped that waste management in Bengkalis Regency will become more efficient and responsive to community complaints.    

Mutoharotur Romadhoni; Aviva Nur Aviani; RM Mahrus Alie

Jurnal Nuansa : Publikasi Ilmu Manajemen dan Ekonomi Syariah 2024 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

This research aims to analyze the mechanism for collecting and depositing parking fees at UPT Kepanjen. This research uses a qualitative approach with descriptive methods to provide an in-depth picture of the process of collecting and depositing parking fees. Data was obtained through interviews, observation and documentation involving various related parties, such as parking officers, UPT managers and parking service users. The research results show that the mechanism for collecting parking fees at UPT Kepanjen still faces several obstacles, such as a lack of transparency, a recording system that is not yet integrated, and minimal supervision. Apart from that, retribution payments also require improvements in terms of efficiency and accountability. This research recommends several improvements, including the application of information technology for recording and monitoring systems, increased training for parking officers, as well as stricter enforcement of rules to ensure parking fees are deposited on time and in accordance with established procedures. In this way, it is hoped that the mechanism for collecting and depositing parking fees at UPT Kepanjen can run more effectively and transparently, and provide an optimal contribution to regional income.

Maulana Anwar; Aisa Rurkinantia; M Ilham Cholid; M Risman Fajri; Nur Isna Fitriatur Rofiqoh +4 more

Jurnal Pelayanan Masyarakat 2024 Lembaga Pengembangan Kinerja Dosen

The presence of both parents plays a crucial role in the development of early childhood, especially in creating an environment that supports their optimal growth and development. Ideally, fathers and mothers work together in parenting with a balanced division of roles. However, in Indonesia, father involvement is often less than optimal because of the view that the father's main task is to earn a living. This study aims to improve the understanding and knowledge of the community, especially in Tanjunganom Village, about the importance of father involvement in child care. Through seminars and mentoring held by the KKN POSKO 5 UIN Walisongo Semarang team, fathers were given insight into the division of roles, monitoring strategies, and evaluation in child care. The results of this activity showed an increase in knowledge among fathers regarding their role in parenting, as well as their ability to balance time between work and child care. Children who are cared for by actively involved fathers show progress in social, emotional, cognitive, and affective development. In conclusion, father involvement in early childhood care is very important to support children's overall development. Fathers who are active in parenting have a stronger relationship with their children, which ultimately makes children more sensitive to their emotions and environment. Therefore, it is highly recommended for fathers to understand that child care is a shared responsibility between father and mother.

Herianto Herianto; Fajri Profesio Putra; Muhammad Asep Subandri

Saturnus: Jurnal Teknologi dan Sistem Informasi 2024 Asosiasi Riset Teknik Elektro dan Informatika Indonesia

This research produces a monitoring system to determine the position of the ship using the Kalman Filter method in web-based system development using the waterfall development method. This system allows users to view the position and coordinates of the ship in real-time. By applying the Kalman Filter method, uncertainty and noise in measuring the position of the ship can be reduced, thereby increasing the accuracy in determining the actual position of the ship. The system development process is carried out using the waterfall method which consists of requirements analysis, design, implementation, testing, and maintenance. The developed web-based system provides more accurate and reliable information to users, with the ability to view the position and coordinates of the ship in real time. This research contributes to the development of a more effective ship position monitoring system that can be used in various purposes such as navigation, surveillance, and ship monitoring.

Ratu Seroja Laras Wangi; Hari Setiono; Nurdiana Fitri Isnaini

Jurnal Publikasi Ekonomi dan Akuntansi 2024 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This study aims to determine the effect of fraud hexagon elements and CEO characteristic elements, namely external pressure, ineffective monitoring, change in auditor, change in director, frequent number of CEO's picture, collusion, CEO education, and CEO experience on financial statement fraud. This research is quantitative type. The population of this study are health sector companies listed on the Indonesia Stock Exchange for the 2019-2023 period. The sampling method used purposive sampling and obtained 8 sample companies. This study uses secondary data obtained from the company's financial statements and annual reports. The analysis technique used is multiple linear regression analysis. The results showed that the variables of external pressure, ineffective monitoring, change in director, frequent number of CEO's picture, collusion, CEO education, and CEO experience had an effect on financial statement fraud. While the change in auditor variable has no effect on financial statement fraud  

Ruslan Zuhair Pulungan

International Journal of Health and Social Behavior 2024 Asosiasi Riset Ilmu Kesehatan Indonesia

The development of health information systems (GIS) is important in this digital era to improve patient data management and provide better care. This research aims to develop a SIK that can help health service providers manage patient data more efficiently and improve care coordination. Development steps include requirements analysis, system design, implementation, and performance evaluation. The developed system has features such as recording patient medical history, scheduling appointments, monitoring health conditions, and communication between health care providers. The evaluation results show that the developed SIK succeeded in increasing efficiency in patient data management and care coordination. Healthcare providers can easily access patient information, plan more coordinated care, and communicate effectively with colleagues. Thus, the development of this SIK is expected to make a significant contribution to improving the quality of health services and patient outcomes through better data management and more coordinated care.

Lara Noori Hamza; Hassan Raji Jallab

Jurnal Riset Ilmu Farmasi dan Kesehatan 2024 Asosiasi Riset Ilmu Kesehatan Indonesia

Background: Diabetes mellitus (DM) is the most common metabolic disorder worldwide. DM is the most common chronic illness in adults. It is estimated that 300 million people will have DM by 2025, and it will reach approximately 439 million and the prevalence is estimated to be 7.7% by 2030. The decrease of blood glucose levels in patients with DM decreases the mortality and morbidity rates significantly.Objective: To identify the potential risk factors of poor glycemic control among patients having type2 Diabetes mellitus in Al-diwaniya city. Methods: A total of 340 patients were included in the study. This was cross sectional study conducted in the Diabetes  Center at Al-diwaniya city, Iraq, from period of 1st of February to the 1st September2023. Based on the cutoff point of Glycosylated hemoglobin of 7, the poor control were the patients with (Glycosylated hemoglobin is ≥ 7) and the good control were the diabetic patient with Glycosylated hemoglobin is <7. A questionnaire developed to gather the demographic, lipid profile, disease characteristics and lifestyles behaviors and filled by the researcher through direct interview. Results: The total number of poor controls was 221 and the good control was 119 patients. There was no significant difference between the two groups regarding sex, age, marital status and occupation. A significant association was observed between the control status and high education level (p=0.001) dyslipidemia (p=0.001), cholesterol level (P=0.002), high TG level (p<0.001), and LDL level (p=0.025). Smoking, Body Mass Index and HDL level were not significant factors (p>0.005). All disease characteristics including the duration, family history of DM, FBS, type of medication were significant factors (p<0.001). Lifestyles  behaviors including  self-monitoring, healthy diet, physical activity, and adherence were significant factors (p<0.001). Conclusion: The most important potential risk factors for poor control diabetes were dyslipidemia, poor adherence and longer duration of diabetes. Enhancement of education of the patients and their healthcare providers on these factors are great benefit in glycemic control.

Muhamad Amaral Fiscal; Nida Handayani

Switch : Jurnal Sains dan Teknologi Informasi 2024 Asosiasi Profesi Telekomunikasi Dan Informatika Indonesia

Public services in the scope of marriage have led to the digitization of public services combined with updating the information systems within them. Online-based public services related to marriage under the name SIMKAH (Marriage Management Information System) are a form of digitalization of public services. The implementation of online-based SIMKAH has generated various responses, especially among the public. This research aims to determine, describe and analyze the effectiveness of the Marriage Management Information System in South Tangerang City. The method used in this research is a descriptive method with a qualitative approach. Data collection techniques using interviews, observation and documentation. The results of research on the indicators for determining the targets for the SIMKAH program are still not precise because it reaches all levels of society. In terms of indicators, the socialization program is not yet optimal because socialization is carried out only when the prospective bride and groom provide administrative documents at the KUA. In terms of program objective indicators, the aim of implementing online-based SIMKAH is not yet fully efficient due to the lack of features that can maintain the operational efficiency of online-based SIMKAH. In terms of monitoring indicators, the SIMKAH program still lacks the execution that should be carried out by the person responsible, in this case collecting information in the form of suggestions and constructive input from the community.    

Nindia Puspa Ashari; Diana Alia; Eddi Eddi; Henna Nurdiansari; Renta Novaliana

Jupiter: Publikasi Ilmu Keteknikan Industri, Teknik Elektro dan Informatika 2024 Asosiasi Riset Ilmu Teknik Indonesia

Freon is one of the refrigerants used in refrigeration systems. The refrigeration system has a very important role, namely to preserve food ingredients so that food can last longer. The use of freon is not only used in ships but is widely found in home appliances in refrigeration systems used in freezers, air conditioners, refrigerators, and dispensers. If more freon is used, the negative impact that arises is greater, namely the depletion of the ozone layer and global warming which can have a bad influence on health, the life of living things and the environment. The purpose of this researcher is to create a tool to reduce the negative impact of freon use, namely by using peltier as a cooling medium with environmentally friendly thermoelectric modules. This study uses trial and error methods. Where the trial process is carried out by turning on one of the working push buttons and observing the temperature value. Then it is processed by the control system, namely Arduino Mega which will later provide a PWM output signal to the IRF540 mosfet when the output temperature value is in line with the reference value and vice versa. The test of this tool was carried out by comparing measurements between the author's prototype tool and the standard measuring tool, namely the digital thermometer. Based on the test results, this device can produce a minimum temperature of 140C at 30-minute intervals without any media. The trial using 330ml bottled water can reach a temperature of 170C within 30 minutes in the cooler box. This tool is also equipped with an automatic monitoring system using a PWM signal in the form of a change in fan speed, which is 255 RPS maximum speed and when getting a PWM signal it changes to 50 RPS. The percentage of errors resulting from the comparison of standard measuring instruments and sensor values had the highest and lowest percentages of 2.37% and 0.84% in cold dispersion conditions without charge. Then the highest and lowest error percentages were 1.69% and 0.72% in the state of containing a load of 1 330ml mineral bottle. This ptototype uses data recording using Micro-SD as a data logger.

Muhammad Bima Saktia Kharissena; Agus Dwi Santoso; Dyah Ratnaningsih

Globe: Publikasi Ilmu Teknik, Teknologi Kebumian, Ilmu Perkapalan 2024 Asosiasi Riset Ilmu Teknik Indonesia

From this research, monitoring can be done using an ESP32 microcontroller that can run the HY-SRF05 ultrasonic sensor to take measurements of fuel in the tank and then the measurement results can be seen on the connected android. This tool is made to monitor the volume of fuel oil on board via android without having to check to the field. From the results of this study, it is obtained that the HY-SRF05 ultrasonic sensor can measure the fuel level (cm) with a distance of 30 cm from the bottom depth of the tank and then the fuel level data (cm) is processed by ESP32 and then the height data from the sensor reading is displayed via android which has been connected online via an internet connection in the form of fuel volume (L). Tests were carried out 10 (ten) times with 3 (three) different capacities, namely with a capacity of 25%, 50%, and 75% of the maximum capacity of the fuel and with 2 (two) test methods, namely testing in stationary tank conditions (A) and testing in tank conditions getting shocks (B). So that from this test, the total value of the tool error (error) in the stationary tank condition (A) is 0.426% and in the condition of the tank getting a shock (B) of 0.420%. Based on the test results, the tool is said to be able to work well between measurements using the HY-SRF05 ultrasonic sensor and the actual depth with a system accuracy level of 99.57%.  

Oktavina Tirza Dinda Pratiwi, Natasya; Husniyyah Husniyyah; Ul Hikmah, Dhiya; Wiranti Meisufi, Ruro; Prasitha Lisyanti, Norrencia +1 more

Jurnal Nusantara Berbakti 2024 Universitas Kristen Indonesia Toraja

Independent Care of Family Medicinal Plants (ASMAN TOGA) is a new innovation for the community in Gondek Village, Mojowarno District, Jombang Regency. However, currently the ASMAN TOGA land has not been managed optimally. Many villagers do not understand the types, characteristics, and utilization of family medicinal plants in the park. Previously, the introduction of medicinal plants was done manually with information boards that only provided a little information about the benefits of the plants. This study discusses digitalization techniques that can be applied to improve access to technology and information for the local community. The implementation is carried out using several methods, namely analysis, planning, implementation, delivery methods, evaluation and monitoring of results, and publication of results. The result of this activity is the discovery of a way to obtain more detailed information about the collection of medicinal plants in ASMAN TOGA by utilizing a digital information system in the form of a QR-Code. It is hoped that the implementation of this system can increase the efficiency of education and make it easier for the community to utilize medicinal plants in the ASMAN TOGA park.

Intan Fatihatul Wahidah; Damai Sinar Pertiwi; Ervando Tommy Al Hanif

Karya Nyata : Jurnal Pengabdian kepada Masyarakat 2024 Lembaga Pengembangan Kinerja Dosen

Community empowerment through community-based tourism is applied in the tourism village concept. Omah Pinter Petani is one of the tourist destinations developed through the concept of a Tourism Village in the City of Semarang. OPP has an agricultural educational tourism concept. The aim of this research is to examine the sustainability of Community Empowerment in making educational tour packages on durian skin fertilizer. By applying three methods, namely community empowerment, local potential base, and comprehensive activities. This has been carried out in the form of socialization, training and program realization, and monitoring and evaluation. With the results of processing durian skin waste combined with agricultural outbound activities as a tourism package at Omah Pinter Petani with the name 'Mas Duren'.

Nasution, Dinda Azria; Rahmadhani Fitri; Muhammmad Furqan

MARHALADO: Jurnal Pengabdian kepada Masyarakat 2024 PT. Arsil Reka Engineering

The purpose of this service activity is to provide an increased understanding of the concept of noise and carbon emissions of motorized vehicles located on Golf Course Road. Traffic noise and carbon emissions are environmental problems that have an impact on public health. The method used is field observation by measuring the number of vehicles, types of vehicles, noise levels using a decibel meter, and estimating carbon emissions using an estimative approach based on the number of vehicles and the average carbon emissions of each type of vehicle. This service shows the importance of periodic monitoring of noise and air pollution as a basis for urban environmental policy making. This activity went well, so that it was able to provide an increase in the number of vehicles.

Siti Delvira Zukni; Bismar Arianto; Eki Darmawan

Jurnal Riset Ilmu Hukum, Sosial dan Politik 2024 Asosiasi Peneliti dan Pengajar Ilmu Hukum Indonesia

The election supervision function is the authority of Bawaslu, thus Bawaslu needs participatory supervision. The participatory supervision carried out by Bawaslu is by involving community groups such as NGOs, and other organizations. Therefore, Bawaslu Bintan formed Saka Adhyasta Pemilu to assist in overseeing the implementation of elections and following up on violations that occur. This study aims to evaluate the quality of participatory supervision carried out by Saka Adhyasta Pemilu in the 2024 elections in Bintan Regency. The research method used is qualitative with data collection through interviews, field notes, and official documents. There are 4 indicators of participatory supervision according to Pasaribu (2011), namely monitoring, inspection, guidance and direction, and correction. The results showed that the indicators of monitoring, inspection, and correction were still not effective, as seen from the lack of violation reports submitted to Bawaslu by Saka Adhyasta Pemilu. However, in the guidance and direction indicator, it has proven effective because Bawaslu has provided education on monitoring and preventing disputed violations in the 2024 elections in Bintan Regency. The factors that make participatory supervision carried out by Saka Adhyasta Pemilu not run well are because of their young age, lack of critical attitude, lack of experience and minimal knowledge of elections.

Betzy Victor Telaumbanua; Destriman Laoli; Ratna Dewi Zebua; Okniel Zebua; Januari Dawolo +1 more

Manfish: Jurnal Ilmiah Perikanan dan Peternakan 2024 Asosiasi Riset Ilmu Tanaman Dan Hewani Indonesia

The pace of global environmental change and the intensification of human activities have put significant pressure on marine ecosystems, threatening the sustainability of many species that are important both for ecosystems and the economies of coastal communities. In this context, this study aims to evaluate the application of genetic technologies in the conservation of endangered marine species, focusing on environmental DNA (eDNA) monitoring, CRISPR genetic engineering techniques and population genetic analysis. The method used was a literature review that examined current academic sources related to genetic technologies and their implementation in conservation. Findings show that eDNA is a highly effective tool in species and habitat monitoring, and has been successful in specific cases such as Napoleon fish and green turtles in Raja Ampat. In contrast, CRISPR techniques offer the potential to improve the genetic resilience of species, despite significant regulatory and ethical challenges. The implications of this study emphasize the need for strong policy support and international collaboration to address these challenges and optimize the use of genetic technologies in more effective conservation strategies in the future.      

Riska Sulistyani; Afrizal Afrizal; Uly Sophia

Konsensus : Jurnal Ilmu Pertahanan, Hukum dan Ilmu Komunikasi 2024 Asosiasi Peneliti Dan Pengajar Ilmu Sosial Indonesia

The establishment of Village-Owned Enterprises is a way to innovate in improving village development, especially in the economic sektor. The reality is that many villages are not ready to manage and even develop BUMDes. This research aims to find out how the development strategy carried out by BUMDes Mitra Karya Sejahtera as one of the BUMDes with developing status in Bintan Regency. The type of research used is descriptive research with a qualitative approach. Then the data collection technique was carried out by interview, documentation and observation.The results show that this BUMDes does not have a clear mechanism in identifying problems, and problems are often handled traditionally through deliberation. The main obstacles in the development of BUMDes business units include the impact of the Covid-19 pandemik, limited capital, and less strategic business locations. While development strategies such as legal entity registration and organizing events have been proposed, implementation has not been optimal. BUMDes have made efforts to realize the strategies, including capital strengthening, HR training, and expansion of business units. However, the impact of these efforts is still not maximized due to limitations in implementation and unsustainable activities. Effective monitoring and evaluation have also not been implemented, given that evaluations are conducted informally and unscheduled.

Ardyansyah Yacob; Erniyanti Erniyanti; Bachtiar Simatupang; Soerya Respationo

International Journal of Law, Crime and Justice 2024 Asosiasi Penelitian dan Pengajar Ilmu Hukum Indonesia

Debtor bankruptcy is a critical issue that has a significant impact on the performance of credit payments in the banking sector, especially at the BRI Batam Branch Office. This study aims to analyze the juridical impact of debtors' bankruptcy on credit payment performance in BRI Batam, focusing on the direct influence of bankruptcy on bank liquidity, asset quality, and bank operations. In the legal context, debtor bankruptcy is regulated by Law Number 37 of 2004 concerning Bankruptcy and Suspension of Debt Payment Obligations, which provides a framework for the bankruptcy process and its settlement. The research method used is normative juridical, with a case approach to collect empirical data from the BRI Batam Branch Office. Data was collected through interviews with bank management, analysis of bankruptcy documents, and literature review related to bankruptcy laws and regulations. Data analysis was carried out in a descriptive analytical way to understand the legal implications and operational impact of debtor bankruptcy on credit payment performance.The results of the study show that debtor bankruptcy significantly affects the liquidity and credit payment performance in BRI Batam, with direct consequences in the form of an increase in bad loans and a decrease in interest income. Delays in legal proceedings and asset liquidation also add to the bank's operational burden. Based on these findings, it is recommended that BRI Batam should improve its credit risk monitoring system and adopt a more effective risk management strategy to anticipate and overcome potential bankruptcy. The government is expected to accelerate the legal process related to bankruptcy to minimize the negative impact on the banking sector and the economy as a whole.    

Mesiono Mesiono; Inom Nasution; Tria Indah Ristika

Jurnal Budi Pekerti Agama Islam 2024 Asosiasi Riset Ilmu Pendidikan Agama dan Filsafat Indonesia

The research carried out was entitled "Policy of the Madrasah Principal in Improving the Disciplinary Character of Student Learning at MTsN 4 Padang Lawas", which was motivated by the lack of implementation of the disciplinary character of students in this madrasah. This proves that the Madrasah Principal's policy is needed as a leader in this madrasah to manage and implement the rules that have been implemented in the madrasah so that the disciplined character of student learning can run well. The research method uses qualitative research with a phenomenological approach. As a data source for this research, the researcher took several sources of information from the head of the madrasa, the deputy head of the madrasa for student affairs, one of the homeroom teachers, and one of the students at MTsN 4 Padang Lawas. The results of the research reveal that, 1) The Madrasah Head's policy in improving the disciplinary character of student learning at MTsN 4 Padang Lawas is implemented through four things, namely, a) Enforcement of rules and discipline, b) Creating a reward and punishment system, c) Supervision and monitoring, d) collaboration to create student interest in learning; 2) The level of student learning discipline in complying with the policy of the head of the medrasa at MTsN 4 Padang Lawas is implemented through two things, namely, a) student attendance in class, b) student compliance with madrasa rules; 3) Student learning motivation in learning discipline at MTs N 4 Padang Lawas covers two things, a) the level of student interest, b) the appreciation felt by students for the learning process; 4) Factors that influence improving the character of student learning discipline at MTsN 4 Padang Lawas include two things, namely, a) internal factors and b) external factors. Based on the results of the research above, the Policy of the Head of MTsN 4 Padang Lawas is very important in improving the disciplinary character of student learning at this madrasah. This is because the policy of the head of MTsN 4 Padang Lawas is something that can improve the quality of the madrasah.

Richa Nanda Fitria; Wahyu Sugianto; Amalia Cemara Nur’aidha

Antigen : Jurnal Kesehatan Masyarakat dan Ilmu Gizi 2024 LPPM STIKES KESETIAKAWANAN SOSIAL INDONESIA

Diabetes Mellitus (DM) is a metabolic disorder characterized by high blood sugar levels due to insulin deficiency. Factors causing Diabetes Mellitus (DM) are lifestyle which includes diet, lack of exercise, monitoring blood sugar, and medication. Most people do not realize that they have DM and only find out when they experience severe symptoms. To avoid this, the k-Nearest Neighbor (KNN) method can be used to predict the possibility of developing diabetes. The aim of this research is to classify diabetes mellitus using the K-Nearest Neighbor (KNN) method and make people more aware of the risk of disease through healthy lifestyle changes. Data received from the Dharma Husada Clinic is categorized based on researchers' needs, including age, BMI, insulin, skin thickness, glucose, diabetes, genetics, and insulin. This research was carried out in three main steps: dataset input, preprocessing, and evaluation. The first stage is data analysis which begins by entering a dataset to train and test the model, where each data element has certain characteristics (attributes) and classes. Preprocessing steps include training data generation and data cleaning, which includes sanitization, lowercase, normalization, stopwords, stemming, and tokenizing. The final step is evaluating. Evaluation includes building an evaluation model and measuring the level of accuracy, building a predictive model, and saving the model. This research shows that the K-Nearest Neighbor (KNN) method can be used to classify diabetes mellitus (DM), but especially in a small dataset consisting of 245 dates and 8 attributes it is not accurate for patients aged 30 years. . A k value that is too small can cause overfitting, and a k value that is too large can cause underfitting. However, if the amount of data is small, the choice of k can have a large impact.