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Azhari Bakar Bread Factory is an MSME domiciled in Rejowinangun, Kotagede, Yogyakarta. In the production process, this factory can produce 7807 pieces of bread in a month, of the total production that month 57 pieces of bread are defective. To reduce defects, quality control is needed. Quality control aims to produce products in the form of goods or services that comply with the desired and planned standards, as well as improve the quality of products that do not comply with predetermined standards and possibly maintain appropriate quality. This research uses the Six Sigma and Kaizen methods by showing factual data and comparing it with existing theories to find things that need to be added, improved, or maintained. This research found that the sigma process capability calculated for 1 month was 2.97 with a possible damage of 3661.21 for one million production. From these results, it can be said that the company has not implemented quality control completely properly and correctly because it is still far from the target level of 6 sigma, therefore the company needs to carry out quality control on defective products. The factor that causes production defects is the human factor. machines, methods, materials, and environment.

Azhari Bakar Bread Factory is an MSME domiciled in Rejowinangun, Kotagede, Yogyakarta. In the production process, this factory can produce 7807 pieces of bread in a month, of the total production that month 57 pieces of bread are defective. To reduce defects, quality control is needed. Quality control aims to produce products in the form of goods or services that comply with the desired and planned standards, as well as improve the quality of products that do not comply with predetermined standards and possibly maintain appropriate quality. This research uses the Six Sigma and Kaizen methods by showing factual data and comparing it with existing theories to find things that need to be added, improved, or maintained. This research found that the sigma process capability calculated for 1 month was 2.97 with a possible damage of 3661.21 for one million production. From these results, it can be said that the company has not implemented quality control completely properly and correctly because it is still far from the target level of 6 sigma, therefore the company needs to carry out quality control on defective products. The factor that causes production defects is the human factor. machines, methods, materials, and environment.

Innovation in robotics and the Internet of Things is a technological trend that continues to be developed, including in transportation innovations, such as a car. What is developed in this research is the development of the application of robots and the Internet of Things (IoT) in a mini car prototype design which can be remotely controlled as well. This prototype design uses the engineering design process method which integrates all supporting devices in the form of NodeMCU with ESP8266 base as a control center that allows communication between various sensors and actuators with the internet, TT Motor Gear as an actuator and L298n as an output translator. This mini smart car is controlled using Blynk as an internet-connected controller and for remote control of car movement using a smartphone. The results of this study are the average remote control capability has a car movement delay of 0.87 seconds and 100% of cars move in all directions. The better the internet connection, the more stable the movement of the car to be driven remotely. 

BPJS Health is a legal entity formed to administer the health insurance program with the aim of protecting the entire community with affordable premiums and providing wider service coverage for the entire community. BPJS health services focus on first level health services (FKTP/first level health facilities). Due to the sensitive nature of health information stored and managed by BPJS Health, it is important to ensure that the information systems used are safe from cyber attacks and data leaks. The stages of a BPJS Health service audit are determining audit objectives, identifying services using the framework, capability level analysis, testing controls and evidence at the capability level, verifying results, and compiling audit results reports and recommendations. Audits carried out for services that focus on Process Domains DSS01 and DSS02. The measurement result is 2.5 because the value rounding index means the results are at level 3 (established process), that is, currently the processes in each process domain have been identified and standardized well so that the library service system is stable for implementation, while the expected level is at level 4 so there is a gap of 1.5. To be able to overcome the existing gap, a recommendation was made, namely to maximize the alignment of Company Operational Standards (SOP) with applicable policies.

Background: Additive manufacturing (AM) requires reliable and efficient defect detection mechanisms to ensure structural integrity and product quality, yet conventional inspection approaches remain time-consuming and often unsuitable for real-time industrial deployment. Objective: This study aims to develop and experimentally validate an artificial intelligence based vision inspection system capable of accurately detecting surface defects in AM components. Methods: A Convolutional Neural Network (CNN) architecture utilizing pretrained backbones (ResNet and EfficientNet) was implemented with a transfer learning strategy and data augmentation techniques. High-resolution AM surface images representing porosity, cracks, and layer misalignment were used for training and evaluation. Model performance was assessed using Accuracy, Precision, Recall, F1-score, and mean Average Precision (mAP), and comparative benchmarking was conducted against traditional machine learning models such as Support Vector Machine and Random Forest. Results: The proposed CNN-based models significantly outperformed conventional approaches, achieving up to 95.1% Accuracy and 92.8% mAP. The EfficientNet backbone demonstrated superior generalization capability, particularly in balancing Precision and Recall, indicating robust defect detection performance across multiple categories. These findings confirm that AI-driven inspection frameworks provide scalable and reliable quality assurance solutions for advanced manufacturing environments.

This article discusses the integration of business information systems with machine learning technology to enhance decision-making efficiency and accuracy. The objective of this research is to implement machine learning algorithms into business information systems to automatically process and analyze data, predict business trends, and provide more intelligent recommendations. The methods involve collecting historical data from business information systems, applying machine learning algorithms such as regression, classification, or clustering, and integrating the analysis results into the BI platform. The outcome is an enhanced capability of business information systems to optimize supply chains, identify consumer behavior patterns, and optimize marketing strategies based on more accurate predictions. Integrating machine learning technology with business information systems proves to be an effective strategy for improving a company's competitiveness in the current digital era.  

The selection of the best students in schools is essential to recognize both academic and non-academic achievements and to motivate other students to improve their skills. SMP Negeri 16 Jakarta requires an objective decision support system to select the best students based on predefined criteria. This study aims to design and implement a decision support system using the Simple Additive Weighting (SAW) method to facilitate the selection of the best students at SMPN 16 Jakarta. The SAW method is chosen due to its capability to accommodate multiple criteria through weighting and ranking for each alternative. The research process involves observation, interviews, and documentation, which are then used to determine primary criteria such as academic achievement, social skills, and participation in school activities. The findings show that the application of the SAW method enables a more accurate and objective selection of the best students by ranking based on the final score of each criterion. This system is expected to assist SMPN 16 Jakarta in making more structured decisions and supporting educational quality improvement.

Introduction: International Certificate of Vaccination (ICV) is an official international document issued by the Port Health Office as the agency with authority to prevent the entry and exit of infectious diseases from Indonesia to other countries or vice versa, as proof that a person has received certain vaccinations. Socialization is a social process where an individual develops attitudes to behave in accordance with the behavior of the people around him. In filling out and giving the International Certificate of Vaccination (ICV) the skills of polyclinic nurses at the Haji Hospital Jakarta are needed. For this reason, researchers see the need to hold a socialization of operational standards for filling out the International Certificate of Vaccination (ICV) regarding the ability of nurses to fill out the International Certificate of Vaccination (ICV) at the Jakarta Hajj Hospital Polyclinic in 2023. Objective: This research is to determine the ability of nurses to fill out International Certificate of Vaccination (ICV) in accordance with the International Certificate of Vaccination (ICV) Standard Operational Procedures Research Method: This method uses a quasi-experimental design with a pretest-posttest design type. Data collection methods include the use of observation sheets to measure nurses' abilities before and after the intervention. Socialization of Standard Operational Procedures for Filling Out the International Certificate of Vaccination (ICV). This study aims to assess the influence of Socialization of Standard Operational Procedures for Filling Out the International Certificate of Vaccination (ICV) on Nurses' Ability to Fill Out International Certificate of Vaccination (ICV) at the Jakarta Hajj Hospital Polyclinic in 2023. Results: Based on the results of statistical tests using the Paired Samples Test, the p value obtained was p 0.001<0.05, meaning there was a significant difference or influence between the abilities of nurses after carrying out the Socialization Standards. Operational Procedures for Completing the International Vaccination Certificate (ICV). Conclusion: The conclusion of the research is that there is an influence of the socialization of standard operational procedures for filling out the International Certificate of Vaccination (ICV) on the ability of nurses to fill out the International Certificate of Vaccination (ICV) in the polyclinic at Haji Hospital Jakarta.

This activity aims at empowerment and development of snack business based on local potency. Mitra is a group of Micro small and Medium Enterprises community of Ganesha (KUB Bahtera) Purworejo and culinary group of Angudi Laras Purworejo (KBU Satu Hati). There are 8 participants. Problems faced by partners include: Lack of marketing access, low production capability, low access to capital for funding, Low financial management capability and business accounting administration, Limited human resources marketing and Production. To solve these problems, the program solutions offered are: 1) Increased marketing access, 2) Improvement of product processing techniques, 3) Strengthening of loan access to various funding sources, 3) improvement of financial management and business administration, and 4) Strengthening Partnership. The method used is training and mentoring. The results achieved are: the increasing ability of participants in the field of online marketing, enhancement of capabilities in designing product packaging, increasing sales through the implementation of online marketing, and strengthening the partnership relationship between groups.Keyword: snacks, business groups, online marketing

The problem in the capability of the village government is that the village fund allocation has not been used for the reporting and accountability process. This research uses theories from Leonard-Barton (1992:4-5). This research uses a qualitative approach with a descriptive type of approach. The data collection techniques used are observation, interviews and documentation. Research results (1) In the indicators of knowledge and skills capability, the Advanced village government already has knowledge and skills, by implementing several actions in the process of managing village fund allocation. (2) In the technical system capability, the village government has been able to manage the allocation of village funds, due to its management techniques that are consistent with regent regulations and also regulations related to the allocation of village funds. (3) In the capability of the managerial system, the village government continues to manage the allocation of village funds, starting from planning to accountability, which has been transparent to the community by providing billboards and information boards regarding management information. (4) On capability values and norms, the village government continues to apply the values and norms obtained from training and education in managing the allocation of village funds and in providing services to the community. The conclusion of the study is that the capability of the village government in managing the allocation of village funds has not run optimally because there are still obstacles that have not been implemented digital systems or information technology in the process. The village government is expected to immediately apply information technology or digital systems in the process of managing the allocation of village funds to make it more transparent, accountable and accountable.

Implementing Real Work Lectures (KKN) is a course that every student in higher education must take to provide understanding through the education, training and guidance process in order to be able to develop capacity and capability in managing the potential to develop the community environment. KKN activities will be carried out on July 4 – August 22 2023 in stages starting from the formation of environmental observation groups, debriefing and release. The programs that have been implemented are an indication of the success of all parties involved in the KKN group. The implementation of the KKN program is carried out by students in collaboration with NNB Dusun Rondaman, both of whom have a role in bringing about change for the better. The group 33 KKN team carries out service by providing education as a form of applying the knowledge they have gained to improve human resources in Rondaman Hamlet.

The role of Pokdarwis in carrying out the development of an area is considered strategic in building an equal distribution of welfare for local communities. Pokdarwis Srikandi, which is based in the Tinjomoyo sub-district area of Semarang, is expected to be able to develop the potential of its area into tourism business activities that can revive the economy of the people in the area. With the average management and members having different educational backgrounds, the Pokdarwis management must work hard to continue to equip and improve the abilities of their members, especially in governance management, because they are the spearheads of the Pokdarwis in providing services to visiting guests or tourists. The form of governance management Technical guidance activities include lectures on Pokdarwis governance, with material related to Pokdarwis administrative governance provided. The next implementation of capacity and capability improvement is the implementation of financial administration training carried out by creating simple financial reports and directly practicing the process of recording the organization's income and expenditure transactions. Governance management capabilities are needed to realize the sustainability of tourism management in the Tinjomoyo Village area, especially in administrative management and financial administration management.

The role of Pokdarwis in carrying out the development of an area is considered strategic in building equal distribution of welfare for local communities. Pokdarwis Srikandi, which is based in the Tinjomoyo sub-district area of Semarang, is expected to be able to develop the potential of its area into tourism business activities that can revive the economy of the people in the area. With the average management and members having different educational backgrounds, the Pokdarwis management must work hard to continue to equip and improve the abilities of its members, especially in governance management. The form of Governance Management Technical Guidance activities includes lectures on Pokdarwis Governance, with material related to financial management, marketing and promotion of tourism products provided. Capacity and Capability Improvement Implementation of financial administration training is carried out by creating simple financial reports and directly practicing the process of recording the organization's income and expenditure transactions. Governance management capabilities are needed to realize sustainable tourism management in the Tinjomoyo Village area, especially in administrative and financial management

This study aims to analyze how customer orientation, value creation capabilities and marketing performance affect coffee shops in Padang city. This research was conducted on 90 coffee shop business actors in Padang city with quantitative research methods. The data of this study were analyzed by using PLS 4, the data processed in this study to examine the relationship between customer orientation, value creation capabilities on marketing performance. This study produces answers that all hypotheses are proposed and shows that customer orientation has a significant positive effect on the performance of coffee shops in the city of Padang. Customer orientation has a positive and significant influence on value creation capabilities. Value creation capability has a positive and significant influence on the marketing performance of coffee shops in Padang city. Customer orientation has a positive and significant effect on the marketing performance of coffee shops in Padang city through value creation capability as a mediating variable.

With the increasing demand for air transportation services, it must be accompanied by an increase in aviation safety and security, both safety and security in airspace, aircraft and airports. Airport security is determined by the active role of Aviation Security to implement security programs set by the government. Increasing the quality of AVSEC is very urgent and needs to be carried out in a planned, directed and sustainable manner in order to increase capability and professionalism. To support this, it is necessary to have soft skill behavior to guide performers to improve and form quality attitudes and behaviors that can produce maximum performance in order to realize goals and benefits properly. The purpose of this study was to determine the influence of soft skills on the performance of aviation security and to find out how much influence soft skills have on the performance of aviation security at Mopah Merauke International Airport, Papua. This research used a quantitative method using the Non Probability Sampling technique using a saturated sample. The sample used was 30 respondents, the results of distributing questionnaires to all Avsec employee respondents at Mopah Merauke International Airport, Papua. Retrieval of data on the number of samples using a survey with an instrument in the form of a questionnaire. Data were analyzed using simple linear regression, T test and coefficient of determination with soft skills as the independent variable and Avsec employee performance as the dependent variable which were processed using the SPSS Version 26.0 application. The results showed that the t count > t table with a value of 7.987 > 0.374 with a significant level of 0.05, so it can be concluded that Ho is rejected and Ha is accepted which means that there is an influence of soft skills on the performance of Avsec employees at Mopah Merauke International Airport, Papua partially accepted . The percentage based on the coefficient of determination test shows that the R square is 0.695. This means that the influence of soft skills on the performance of Avsec employees at Mopah Merauke International Airport, Papua is 69.5%.

This study aims to examine and analyze the effect of motivation, innovation, and entrepreneurial competence on the success of with business ability as an intervening variable. The sample in this study was 110 respondents who were employees of Jenang Mubarokfod Cipta Delicia Kudus. The sampling technique in this study used the Probability Sampling Technique with proportional random sampling. The data analysis technique used is PLS-SEM (Partial Least Square-Structural Equation Model). The processing of this research data uses the SmartPLS 3.0 tool. Based on this research, it shows that motivation influences the success of Jenang Mubarokfood Cipta Delicia Kudus with a P-Value (0.004). Innovation has no effect on the success of Jenang Mubarokfood Cipta Delicia Kudus with a P-Value of (0,147). Entrepreneurial competence influences the success of Jenang Mubarokfood Cipta Delicia Kudus with a P-Value of (0.000). Motivation has no effect on success which is mediated by business ability in Jenang Mubarokfood Cipta Delicia Kudus with a P-Value of (0.545). Innovation has an effect on success which is mediated by business ability in the Jenang Mubarokfood Cipta Delicia Kudus with a P-Value of (0.001). Entrepreneurial competence has an effect on success which is mediated by business ability in Jenang Mubarokfood Cipta Delicia Kudus  with a P-Value of (0.007).

Tabular-based clinical risk prediction models are extensively applied in medical decision support systems; however, two major challenges often reduce their reliability: predictions that contradict basic clinical logic and poorly calibrated probability outputs that weaken threshold-based decision making. This study investigates explainable binary risk prediction using the processed Cleveland subset of the UCI Heart Disease dataset as a public clinical benchmark. A lightweight and CPU-efficient pipeline is proposed by employing an XGBoost classifier integrated with monotonic constraints on clinically relevant features, followed by probability calibration through post-hoc methods, including Platt scaling, temperature scaling, and isotonic regression on a separate validation set. Model performance is assessed in terms of discrimination capability using AUROC, AUPRC, F1-score, sensitivity, and specificity, while probability reliability is evaluated using ECE and Brier score metrics. A monotonicity audit is also conducted through counterfactual feature sweeps to measure violation rates. In addition, the model is applied for risk stratification into low-, medium-, and high-risk categories with corresponding event-rate reporting. The findings demonstrate that isotonic regression improves probability reliability without degrading discrimination performance. Furthermore, the monotonicity audit reveals no observed violations for constrained features. Overall, the integration of monotonic constraints and probability calibration produces more decision-ready risk estimates for threshold-based clinical decision support while maintaining transparency through SHAP-based analysis.

Entrepreneurial education (EE) is a process facilitating individuals to recognize, to assess, and to execute business opportunity. Besides, it is also developed as a process to enhance awareness on opportunity recognition, knowledge, self-esteem, and capability to act in various contexts (Morris, Webb, Fu & Singhal, 2013, Jones dan Engish (2004). Entrepreneurial Education has become something beyond business, but also as means or methods to build entreprenurial competences which are also impactful towards the betterment of adaptibility and competitiveness (Allan Gibb, 2002; Mwasalwiba, 2010).

To win competition in business world, all businessman must have selling method effective efficiently in order to get right target and low east, to reach the target, the company should have same index parameter. To measure quality of service that be given to customer, many company try to implement service excellence, but fail, meanwhile the company is given out cost, time, power no so a little to do some training for his employees, what problem ?, actually, just giving training is not one solution because, familiarization, and manner to save customer is not so enough will be paradigm and skill for front line to save the customer, but seriously, high commitment at each of organization especially top management service excellence must be implemented in structural oriented at each of company.

The development of software today in large and small organizations encourages every organization to develop and control in terms of development. Every organization in software development must grow and be able to improve itself, one of which is by handling advancement, if the company cannot do this. Therefore, the company will never be able to learn to take advantage of previous experience, so it will not be able to improve the quality of the existing process. Computer program Prepare Advancement can be done by referring to the CMMI (Capability Development Demonstrate Integration) made by SEI (Computer Program Designing Founded). SEI is a research center in the field of program designing, especially those related to procurement, engineering item lines, and prepare change. CMMI itself defines several levels of development, in order to go up to a higher level a number of processes must be carried out.