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Issumi Maharani Tanjung; Thomson Nadapdap; Iman Muhammad

Jurnal Inovasi Riset Ilmu Kesehatan 2023 Pusat Riset dan Inovasi Nasional

Hospitals are an integral part of social and media organizations whose function is to provide comprehensive health services to the community, both curative and rehabilitative, where hospital services reach family and environmental services. The aim of the study was to analyze the effect of the quality of health services on patient satisfaction in the inpatient room of the Medan Indonesian Workers' Imelda Hospital. The research design used in this study was an analytic survey with a cross sectional design. The population in this study were all patients who were treated from November 2022 to February 2023 in the Inpatient Room of the Imelda Indonesian Workers Hospital in Medan, totaling 167 people. The number of samples to be examined by the entire population is 62 people. Data analysis was performed using univariate, bivariate and multivariate analysis. The statistical test used is the chi square test and logistic regression. The results of the chi square test showed that there was an influence of 8 variables, namely technical competence, human relations, effectiveness, efficiency, continuity, security, human relations and convenience, which had a p-value <α 0.05, meaning technical competence, human relations, effectiveness, efficiency, continuity, security, human relations and comfort affect patient satisfaction in the inpatient room of Medan Indonesian Workers Imelda Hospital, and the multivariate test with the results of multiple logistic regression tests shows that the variable of technical competence is the most dominant with an odds ratio (OR) of 45,348 meaning 4 times affect patient satisfaction. The conclusion was that the dominant technical competency variable had the most influence on patient satisfaction in the inpatient room of Imelda Indonesian Workers Medan Hospital. It is recommended for the hospital to make policies in order to improve technical competence in the treatment room so as to produce optimal patient satisfaction..

Aris Sarjito; Nora Lelyana

Journal of Management and Social Sciences 2023 CV. Aksara Global Akademia

Drones have significantly impacted modern warfare, necessitating a comprehensive understanding of the factors influencing drone threat perceptions and their impact on defense policymaking. This study examines the influence of drone threat perceptions on defense policymakers' decision-making and resource allocation, focusing on key factors influencing perception formation. This study uses qualitative research methodology to analyze secondary data from academic research, policy reports, and expert analysis to identify recurring themes and patterns in defense policymakers' perceptions of drone threats. The research findings highlight that varying drone threat perceptions significantly impact defense policymakers' decision-making processes. Key factors influencing the formation of drone threat perceptions include geographical proximity, technological advancements, and past experiences. These threat perceptions shape defense resource prioritization, with a greater emphasis on acquiring counter-drone technologies and air defense systems. The implications of defense resource allocation under prevailing drone threat perceptions are significant. Allocating resources effectively to address drone threats necessitates a comprehensive understanding of threat perceptions and their impact on defense priorities. Overall, this research demonstrates that drone threat perceptions substantially influence defense policymaking and resource allocation. Understanding the key factors shaping these perceptions is crucial for policymakers to better respond to the evolving drone threat.  

Pebi Anggreini; Silvester Adinuhgra; Agnes Angi Dian Winei

Sepakat : Jurnal Pastoral Kateketik 2023 Sekolah Tinggi Pastoral Tahasak Danum Pambelum Keuskupan Palangkaraya

This research examines the application of cultural values towards the participation of the congregation in the Eucharistic celebration at the Parish of Santa Maria Immaculata Wayun Palu-Rejo, located in the district of South Barito, Central Kalimantan. The parish exemplifies unity and tolerance among the faithful from diverse ethnic and cultural backgrounds who participate in the Eucharistic celebration and other pastoral activities. A qualitative research method was employed, gathering data through interviews with 8 members of the congregation and 3 parish officials. The data were analyzed using Miles and Huberman's analysis method. The results of the study indicate that the congregation of the Parish of Santa Maria Immaculata Wayun Palu-Rejo has applied cultural values in their participation during the Eucharistic celebrations. The use of language, music, dance, and traditional attire is evident in the Inculturation Mass and other Eucharistic celebrations. The spirit of mutual cooperation, empathy, and care for fellow believers also influences the congregation's participation in the Eucharistic celebration. Pastoral efforts and catechesis conducted by the priests and parish officials play a vital role in encouraging the congregation to appreciate and apply cultural values in church activities. The priests convey messages and advice on the importance of cultural values during sermons and socialization. The Inculturation Mass serves as one of the initiatives to incorporate cultural values into the Eucharistic celebration. In conclusion, the application of cultural values significantly affects the participation of the congregation in the Eucharistic celebration at the Parish of Santa Maria Immaculata Wayun Palu-Rejo. Pastoral efforts and catechesis by the priests and church officials help raise awareness among the congregation regarding the significance of culture in religious life. Culture and congregation participation in the Eucharistic celebration are interconnected and require cooperation between church officials and the congregation. A suggestion for further research is to gain a deeper understanding and analyze the impact of cultural values on the participation of the congregation in other aspects of church life. Additionally, involving other ethnic groups in the study would provide a more comprehensive overview of the cultural diversity in this parish.

Imroah Lailatuz Zaikiyah

Jurnal Pendidikan, Bahasa dan Budaya 2023 Pusat Riset dan Inovasi Nasional

The main objective of this research is to study learning media Fingerglass human breathing simulator. Utilization of simulation models designed to resemble the human respiratory system serves as an invaluable educational tool. The aim is to facilitate a comprehensive understanding of scientific concepts, particularly in the field of natural sciences, with the ultimate goal of practical application in everyday life. By using this simulator it is hoped that students will be involved to be actively involved in the learning process, fostering a high interest in understanding the subject matter. This research took place at UPT SDN 17 Gresik for Grade 5 students. The model used is a simulator of the human respiratory system following the ADDIE model, which consists of five stages: analysis, design, development, implementation and evaluation. This model is based on the scientific approach to ADDIE development theory outlined by Robert Maribe Branch. The validation process for two levels of material expert validators I and II resulted in a validation level of 85% indicating that the material was included in the valid category. Likewise, the results of the validator material expert validator II show a validation level of 100% which is also included in the valid category. This implies that the contents of the learning media are relevant to the subject matter of the fifth grade Human Respiratory System in elementary school. Thus it can be concluded that the quality of the Fiberglass Learning Media Human Breathing Simulator meets valid criteria in terms of the material it contains. In addition, the student's response obtained a value of 87% indicating that the Human Breathing Simulator Fiberglass Learning Media was very suitable for use in the learning process

Erwin Widhiandono; Rosa Widya Ningtyas

Birokrasi: JURNAL ILMU HUKUM DAN TATA NEGARA 2023 Sekolah Tinggi Ilmu Administrasi (STIA) Yappi Makassar

Indonesia, as a rule of law country, establishes the conduct of General Elections (Pemilu) based on Article 22E paragraph (1) of the 1945 Constitution of the Republic of Indonesia: "General Elections shall be conducted directly, publicly, freely, confidentially, honestly, and fairly every five years." Elections are a form of democracy that underpins the sovereignty of the people, empowering them to play a crucial role in determining the government through the voting process. To ensure honest and fair elections, electoral supervision is of paramount importance. Electoral supervisors are tasked with overseeing and safeguarding all stages of the elections, ensuring compliance with the principles of direct, public, free, confidential, honest, and fair elections. Additionally, they ensure that the electoral organizers operate independently, honestly, fairly, with legal certainty, order, transparency, proportionality, accountability, effectiveness, and efficiency. The Election Supervisory Body (Bawaslu) plays a central role in overseeing the implementation of electoral stages and handling violations that may occur. This research employs the juridical-empirical method, which examines the actual conditions. The primary data sources are direct interviews with relevant parties, while the secondary data is based on laws, regulations, and data from the Election Supervisory Body of Blitar City.The research findings reveal the efforts of Bawaslu Blitar City in realizing participatory supervision in preparation for the 2024 simultaneous elections, including: a. Participatory Supervision for First-time Voters in High Schools, b. Participatory Supervision Education for the Academic Community of Blitar City, c. Involvement of Alumni of the Participatory Supervision Training Center. Despite the significance of participatory supervision, its implementation faces various challenges, such as low public participation in election supervision, the increasing complexity of election violations, and the lack of a comprehensive supervision curriculum by Bawaslu to equip the involved community in electoral supervision.

Abdul Aziz; Andi Sri Rezki

International Journal of Education and Literature 2023 Lembaga Pengembangan Kinerja Dosen

This article examines the influence of agrarian law in the development of legal politics in Indonesia with a focus on issues of land ownership and human rights. This article explains that land ownership is often a source of conflict and disputes in Indonesian society, especially when land does not have clear certificates. The Basic Agrarian Law (UUPA) is the legal basis that provides guarantees for land rights for the people of Indonesia. The National Agrarian Operations Project Program (PRONA) is the government's effort to provide land certificates to people with economically weak groups. This article also reviews changes in legal political views in Indonesia following the transition from the New Order era to the reform era. During the New Order era, there were shackles in various sectors, including law and politics. However, during the reform period, efforts to restore Indonesia's image as a rule of law through changes in government policy were carried out concerning the 1945 Constitution and Pancasila. In the context of land ownership and human rights, this article underscores the need to protect the rights of rural communities and indigenous peoples whose ownership is inherited hereditary, regardless of the completeness of the ownership papers. This article examines the need for a balance between public interest and individual rights in the context of land ownership in Indonesia. In conclusion, this article presents a comprehensive analysis of the influence of agrarian law in the development of legal politics in Indonesia. By highlighting changes in legal politics, protection of human rights, and issues of land ownership,    

Audry Valencia Jeta Zafira; Bagus Nuari Harmawan

Nusantara: Jurnal Pengabdian kepada Masyarakat 2023 Pusat Riset dan Inovasi Nasional

In this research, in stabilizing the economy in an area in Surabaya and targeting market operating procedures, the Government and PT. Jatim Grha Utama also has a role in advancing the economy of the people of Surabaya. The government continues to push for price stabilization measures to reduce the prices of a number of foodstuffs which show an upward trend until the end of the year. As a concrete step to ease the burden on the community in meeting their basic food needs, the Coordinating Ministry for the Economy has taken several comprehensive and holistic steps to analyze and overcome the various problems mentioned above through policy and tactical steps. Domain in the form of market power. Apart from food prices, rising fertilizer prices are also a concern. The Coordinating Minister for Airlangga also conducted a review of a fertilizer kiosk to show the government's commitment to ensuring the availability of fertilizer for farmers and increasing agricultural productivity and competitiveness. In addition, the government's role in determining market prices directly is to set minimum price limits and maximum price limits. While the government's role in determining market prices indirectly is by imposing taxes on luxury goods and providing subsidies to producers. In this case, market traders also participate successively and contribute with the government in stabilizing food prices in the market, thereby creating and implementing an independent economy for the people of Surabaya and stabilizing food prices in Surabaya.

Retno Dewi Safitri; Rahayu Rahayu; M. Syamsul Hidayat

Student Scientific Creativity Journal 2023 Pusat Riset dan Inovasi Nasional

Competition in the culinary industry presents numerous challenges that influence a competitor's standard. As these factors impact consumer decisions, a comprehensive marketing approach is required to maintain market share and overcome competition. The purpose of this study is to investigate the influence of 7P marketing strategy variables (product, price, promotion, place, people, process, physical evidence) on consumer purchasing decisions at Estusae Cafe. A quantitative methodology was employed in this study utilizing purposive sampling. The target population was comprised of all patrons who have consumed products at Estusae Cafe. Data was obtained via questionnaires distributed to respondents selected via purposive sampling. To assess the correlation between 7P marketing strategy variables and consumer purchasing decisions, quantitative data analysis methods were applied using linear regression techniques. The results obtained (F-value of 24.221) from Table 2.10 confirm acceptance of Ha, indicating that all seven independent variables (7P) jointly or simultaneously influence the dependent variable, Estusae Cafe Trawas Purchasing Decision. Additionally, the correlation coefficient (R Square) is 0.648, suggesting that collectively, the 7P variables influence 65% of Estusae Cafe Trawas' Purchasing Decision. The research has revealed that the 7P marketing strategy holds significant importance in influencing consumer purchasing behavior. Such findings carry broader academic implications.

Anik Iftitah; Eko Yuliastuti; Desy Okta Mawarni; Rila Puspita Wardani

Birokrasi: JURNAL ILMU HUKUM DAN TATA NEGARA 2023 Sekolah Tinggi Ilmu Administrasi (STIA) Yappi Makassar

This study discusses the legal responsibility of children against perpetrators of serious crimes. The question of the extent to which children can be held accountable for their criminal acts has been controversial in the juvenile justice system. Some countries apply a strict legal system, where children can be subject to the same sanctions as adults, while other countries adopt a rehabilitation and reintegration approach. The impact of the approach applied to the legal responsibility of children as perpetrators of serious crimes can affect the future of these children. An approach that focuses on rehabilitation and reintegration provides opportunities for children to find recovery and a second chance in society. However, an approach that promotes punishment can potentially harm children and hinder their rehabilitation process. In this context, it is necessary to have a balanced and comprehensive approach in treating children as perpetrators of serious crimes. Protection of children's rights, moral development and an approach that is based on the best interests of the child must be the cornerstone of the juvenile justice system.

Aretha Widi Ailani; Gibrananda Putra Kanaan; Delan Kay 

Manajemen Kreatif Jurnal (MAKREJU) 2023 Pusat Riset dan Inovasi Nasional

This book review examines the impact of integrating Bloom's Taxonomy into entrepreneurship education on the competitiveness and performance of Micro, Small, and Medium Enterprises (MSMEs). Through a comprehensive analysis of literature, empirical evidence, and expert opinions, the review highlights the significance of this pedagogical approach in fostering critical thinking, problem-solving, and innovation skills among entrepreneurship students. Empirical studies demonstrate improvements in students' competencies and learning outcomes following exposure to Bloom's Taxonomy-aligned curricula. Case studies, such as the Entrepreneurship Development Institute of India (EDII), provide evidence of the practical relevance of this approach in addressing challenges faced by MSMEs. Expert opinions underscore the importance of preparing students for the dynamic demands of the entrepreneurial ecosystem through curriculum designs that prioritize higher-order cognitive skills development. Overall, the review emphasizes the transformative potential of Bloom's Taxonomy integration in shaping the future of entrepreneurship education and enhancing the competitiveness of MSMEs in global markets.

Andre Duma; Ester Ayuk Pusvita; Christian Paul Raymond; Kristia Yuliawan

JTI : Jurnal Teknologi dan Informatika 2023 STMIK Pesat Nabire

The information system for citizen data collection at the Nabire Regency Population and Civil Registration Office plays a critical role in efficiently managing the information of citizens in the region. The system streamlines the data collection, storage, and retrieval processes, ensuring data accuracy and completeness. The information collected through this system can be used for various purposes such as demographic analysis, population studies, and decision-making processes, providing insight to support the betterment of the community. The implementation of this system in the office helps to address the challenges faced in managing the large volume of citizen data. This system is designed to support the efforts of the Population and Civil Registration Office in providing quality services to citizens, and ensuring that their personal information is accurately recorded and maintained. The system provides a comprehensive view of the demographic data, enabling the office to make informed decisions and implement effective policies.  

Charles Charles; Delvian Yosuky; Tio Sania Rachmi; Eryc Eryc

Journal Innovation in Education (INOVED) 2023 STIKes Ibnu Sina Ajibarang

The rapid advancement of technology has brought the integration of Virtual Reality (VR) into various educational sectors worldwide, including Indonesia. The focus of this research is to evaluate the impact of using Virtual Reality on the educational development in Indonesia. Through a comprehensive literature review and empirical analysis, this study discusses the potential benefits and challenges that may arise from the implementation of VR technology in the educational context. Furthermore, this research also investigates how VR can enrich traditional teaching methods, engage students in a profound learning process, and enhance their understanding of complex concepts.This research contains an analysis of the influence of virtual reality on the development of education in Indonesia, where the researchers will distribute online questionnaires and gather samples of respondents to conclude questions related to virtual reality. This study will contribute to the existingliterature, especially on the factors that influence the adoptionof Virtual Reality for Media Learning model.

Khairun Nisa Afdal; Shopan Shopian

JURNAL MANAJEMEN DAN BISNIS EKONOMI 2023 Institut Teknologi dan Bisnis (ITB) Semarang

This study aims to find out how non-cash transactions are implemented in regional financial management at the DPRD Secretariat of West Sumatra Province, to find out what obstacles arise in the implementation of non-cash transactions in regional financial management at the DPRD Secretariat of West Sumatra Province and what are the efforts to overcome the obstacles that arise on the application of non-cash transactions in regional financial management at the DPRD Secretariat of West Sumatra Province. This type of research is descriptive qualitative, the data comes from several things, namely in the form of words and actions. The rest is additional data such as documents and others. To complete the research data, two data sources are needed, namely primary data sources and secondary data sources. The analytical method used in this study is a qualitative descriptive method, namely collecting data related to the problem to be studied so that it can be described descriptively, qualitatively and comprehensively, namely describing the prevailing reality and still having something to do with applicable legal aspects. The results of the observations presented by the author use closed questions through interviews with several trusted sources who work at the Secretariat of the DPRD of West Sumatra Province. The results of the study found that the implementation of non-cash transactions carried out by the West Sumatra Provincial DPRD Secretariat was smooth and theoretical, but not all procedures were the same because in a company there were different parties and different functions together. Procedures related to the non-cash implementation system at the DPRD Secretariat of West Sumatra Province have several obstacles such as the smart city internet network that is used is still inadequate, the lack of socialization from the regional financial manager and the nagari bank regarding the non-cash implementation system, which results in a lack of understanding from related parties regarding the system This.

Yayan Nuryana

Jurnal Arjuna : Publikasi Ilmu Pendidikan, Bahasa dan Matematika 2023 Asosiasi Riset Ilmu Pendidikan Indonesia

This thesis is entitled: Cultural Arts Teacher Pedagogic Competence in Improving Student Creativity (Descriptive Study at SMK Negeri 3 Tasikmalaya City). Arts and culture teachers are responsible for providing effective, inspiring and supportive learning towards the development of students' creativity. through good pedagogical competence, arts and culture teachers can become effective agents of change in creating a learning environment that inspires, empowers, and promotes the diversity of cultural arts expressions in society. This study aims to determine the pedagogical competence of arts and culture teachers in planning, implementing and evaluating learning, the steps taken, the obstacles encountered, and the solutions made in increasing the creativity of students at SMK Negeri 3 Tasikmalaya City. Data collection was carried out through observation, interviews, and documentation studies with the steps of data collection, data reduction, data presentation, and drawing conclusions. The validity of the data was carried out through triangulation with data sources from school supervisors, school principals, arts and culture teachers, visual communication design teachers, leather and imitation DPK teachers, wood and rattan DPK teachers, school committees and student representatives. From the results of the study it can be concluded that: (1) The pedagogical competence of arts and culture teachers at SMK Negeri 3 Tasikmalaya in planning, implementing and evaluating learning is quite good. (2) The steps taken are to observe the opportunities that exist, foster curiosity, create fun learning, integrate technology, open a wide network, encourage students to always dare to try something new, think positively, be confident, develop extra-curricular activities and take part in various events. (3) Obstacles faced are students' lack of understanding of the goals to be achieved, fear of making mistakes, fear of being criticized, not thinking pro-actively, problems with school financial funding, lack of participation from parents, infrastructure and availability of practicum materials that are not optimal. (4) Efforts made in dealing with these obstacles are to provide understanding to students, build mentality and encourage them to always think critically, unify understanding of the importance of extra-curricular activities in schools, and submit complete infrastructure facilities that are not yet optimal. Based on these conclusions, it is suggested: (1) Schools must be able to make a comprehensive and realistic School Financial Budget Plan, by prioritizing clear priority scales for effective and efficient allocation of funds, (2) In the learning process it is hoped that the teacher will provide material according to the needs them, open assignments that challenge them to always think critically, creatively, collaboratively and innovatively, (3) students are expected to continue to practice, be confident, not afraid of making mistakes and always ask for suggestions and input from the teacher to produce quality work.

Taleetha Kinan Yulia

Jurnal Publikasi Ilmu Psikologi. 2023 Asosiasi Riset Ilmu Kesehatan Indonesia

A hospital is an institution or health service organization with broad and comprehensive functions, dense in expertise and capital intensive. Hospitals carry out broad functions so they must have resources, both capital and experienced and professional humans. Nursing service is part of the health service system in hospitals which has the function of maintaining the quality of service, which is often used as a barometer by the community, in assessing the quality of hospitals, thus demanding the professionalism of nurses in their work as shown by the results of the performance of nurses, both implementing and nursing nurses. management in providing nursing care to clients. Maximum implementation of nurse work in quality health services occurs when the nursing care implementation system supports professional nursing practice according to standards (RI Law No. 38, 2014). Motivation is the factors that exist within a person that move and direct his behavior or encouragement that causes him to do something or do something to satisfy individual needs to achieve certain goals (Rini, 2015).

Victor E D Palapessy; Alif Rahman Habibi

JURNAL KABAR MASYARAKAT 2023 Institut Teknologi dan Bisnis Semarang

This community service is carried out with the aim of helping students of SMK Kartini to understand and comprehend the impacts and dangers that can arise from sexual harassment. Sexual harassment is a serious issue that can endanger the mental and physical health of individuals, especially teenagers. Students of SMK (Vocational High School) belong to a vulnerable group at risk of experiencing sexual harassment. The community service method is implemented through collaboration between speakers, educators, and the school authorities. The first step is to identify issues related to sexual harassment that are relevant to the context of SMK students. Subsequently, appropriate and informative educational materials are developed based on comprehensive and responsible principles of sexual education. Then, the education is conducted through interactive sessions involving presentations, group discussions, case studies, and role-playing games. The educational materials cover understanding the definition of sexual harassment, types of sexual harassment, its impact on the health and well-being of students, prevention strategies, and how to report cases of sexual harassment. This community service is an important initial step in combating sexual harassment among the students of SMK Kartini. Continuous education and collaborative efforts among the school, families, and the community are necessary to create sustainable changes in behavior and attitudes towards sexual harassment. It is expected that the results of this community service will contribute positively to creating a safe, supportive, and harassment-free school environment for the students of SMK Kartini.

Putri Wilhelmina; Efni Anita; Rabiyatul Alawiyah

Jurnal Penelitian Ilmu Ekonomi dan Keuangan Syariah (JUPIEKES) 2023 STAI YPIQ BAUBAU, SULAWESI TENGGARA

Leadership is a science that comprehensively examines how to direct, influence and supervise others to carry out tasks in accordance with planned orders. motivation is a process of trying to influence someone to do something he wants. According to Amstron and Baron, performance is the result of work that has a strong relationship to the organization's strategic goals, customer satisfaction and makes an economic contribution. This research focuses on "The Role of Leadership in Motivating and Improving the Performance of Employees of PT Sambu Island, Kuala Enok Village, Tanah Merah District, Indragiri Hilir Regency". The objectives of this study are 1). To find out the role of leadership in motivating and improving the performance of employees of PT Sambu Island. 2). To find out the obstacles faced by leadership in motivating the performance of employees of PT Sambu Island. This type of research when viewed from the research plan can be classified into qualitative research. Based on the results of my research in chapter IV, it can be concluded, 1. That the leader or leader at PT.Pulau Sambu always strives so that in his leadership he can make employees always enthusiastic in carrying out the assigned tasks, the performance of employees at PT.Pulau Sambu has not yet reached the expected target because there are still employees who cannot complete their work according to the given target. 2. The obstacles faced by the leader or leader when motivating employees are that each employee has a different type or character. In overcoming the problem of motivating the leader or leader must further improve personal relationships with employees. By understanding the character and personality of employees, it will make it easier for the leader or leader to provide motivation.

Araaf, Mamet Adil; Nugroho, Kristiawan; Setiadi, De Rosal Ignatius Moses

Journal of Computing Theories and Applications 2023 Universitas Dian Nuswantoro

Skin is the largest organ in humans, it functions as the outermost protector of the organs inside. Therefore, the skin is often attacked by various diseases, especially cancer. Skin cancer is divided into two, namely benign and malignant. Malignant has the potential to spread and increase the risk of death. Skin cancer detection traditionally involves time-consuming laboratory tests to determine malignancy or benignity. Therefore, there is a demand for computer-assisted diagnosis through image analysis to expedite disease identification and classification. This study proposes to use the K-nearest neighbor (KNN) classifier and Gray Level Co-occurrence Matrix (GLCM) to classify these two types of skin cancer. Apart from that, the average filter is also used for preprocessing. The analysis was carried out comprehensively by carrying out 480 experiments on the ISIC dataset. Dataset variations were also carried out using random sampling techniques to test on smaller datasets, where experiments were carried out on 3297, 1649, 825, and 210 images. Several KNN parameters, namely the number of neighbors (k)=1 and distance (d)=1 to 3 were tested at angles 0, 45, 90, and 135. Maximum accuracy results were 79.24%, 79.39%, 83.63%, and 100% for respectively 3297, 1649, 825, and 210. These findings show that the KNN method is more effective in working on smaller datasets, besides that the use of the average filter also has a significant contribution in increasing the accuracy.

Mustofa, Fachrul; Safriandono, Achmad Nuruddin; Muslikh, Ahmad Rofiqul; Setiadi, De Rosal Ignatius Moses

Journal of Computing Theories and Applications 2023 Universitas Dian Nuswantoro

Diabetes Mellitus is a hazardous disease, and according to the World Health Organization (WHO), diabetes will be one of the main causes of death by 2030. One of the most popular diabetes datasets is PIMA Indians, and this dataset has been widely tested on various machine learning (ML) methods, even deep learning (DL). But on average, ML methods are not able to produce good accuracy. The quality of the dataset and features is the most influential thing in this case, so deeper investment is needed to examine this dataset. This research will analyze and compare the PIMA Indians and Abelvikas datasets using the Random Forest (RF) method. The two datasets are imbalanced, in fact, the Abelvikas dataset is more imbalanced and has a larger number of classes so it is be more complex. The RF was chosen because it is one of the ML methods that has the best results on various diabetes datasets. Based on the test results, very contrasting results were obtained on the two datasets. Abelvikas had accuracy, precision, and recall, reaching 100%, and PIMA Indians only achieved 75% for accuracy, 87% for precision, and 80% for the best recall. Testing was done with 3, 5, 7, 10, and 15 tree number parameters. Apart from that, it was also tested with k-fold validation to get valid results. This determines that the features in the Abelvikas dataset are much better because more complete glucose features support them.

Triadi Sya’Dian; Rinanda Purba; Nazarruddin Nazarruddin

JURNAL KABAR MASYARAKAT 2023 Institut Teknologi dan Bisnis Semarang

This Community Service focuses on creating a video profile for TK Kartika I-1 Medan Helvetia, a pre-school educational institution committed to providing quality education to young children. The aim of this research is to create an engaging and informative video profile that serves as an effective means of introducing the school to the wider community, prospective students, and parents. The research involves collaboration between the research team, the production team, and the school. The research process begins with in-depth interviews with the headmaster, teachers, staff, and parents to gather relevant information about the school's excellence, educational programs, and learning environment at TK Kartika I-1 Medan Helvetia. Additionally, footage is captured at various locations within the school to showcase teaching and learning activities, creative endeavors, and social interactions in a fun-filled ambiance. Diligent editing is carried out to craft the video profile with appropriate audio-visual elements, suitable background music, and engaging narration to enhance its appeal and emotional impact. The result of this endeavor is a comprehensive video profile that showcases the uniqueness and excellence of TK Kartika I-1 Medan Helvetia. The video provides a clear picture of the school's holistic educational approach, positive learning environment, supportive facilities, and the successes of students both inside and outside the classroom. It is anticipated that this video profile will serve as an effective tool in promoting TK Kartika I-1 Medan Helvetia to prospective students and parents and improving the school's image in the eyes of the community. Through broader promotion on social media and other online platforms, this video profile is expected to reach a wider audience of prospective students and families, thereby supporting the school's efforts to shape a generation that is creative, competent, and ready to face future challenges.