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This research aims to improve the effectiveness of lung cancer classification performance using Support Vector Machines (SVM) with hyperparameter tuning. Using Radial Basis Function (RBF) kernels in SVM helps deal with non-linear problems. At the same time, hyperparameter tuning is done through Random Grid Search to find the best combination of parameters. Where the best parameter settings are C = 10, Gamma = 10, Probability = True. Test results show that the tuned SVM improves accuracy, precision, specificity, and F1 score significantly. However, there was a slight decrease in recall, namely 0.02. Even though recall is one of the most important measuring tools in disease classification, especially in imbalanced datasets, specificity also plays a vital role in avoiding misidentifying negative cases. Without hyperparameter tuning, the specificity results are so poor that considering both becomes very important. Overall, the best performance obtained by the proposed method is 0.99 for accuracy, 1.00 for precision, 0.98 for recall, 0.99 for f1-score, and 1.00 for specificity. This research confirms the potential of tuned SVMs in addressing complex data classification challenges and offers important insights for medical diagnostic applications.

The aim to be achieved in this research is to find out the importance of business ethics in the lobster seed trade according to international law. The method used in this research is normative law using secondary data in the form of journals and books related to the chosen research theme. The results of this research show that international law is a benchmark in covering various business actions which contain various ethics that must be adhered to by various countries. international law that regulates which is contained in the Sustainable Development Goals (SDGs) as an international law that emphasizes the preservation of future generations where this leads to extinction which can result in losses for the next generation  

Diarrhea is caused by viral, bacterial or parasitic infections that spread through contaminated food or drink, as well as poor environmental conditions which are the habitat of pathogens. The aim of this activity is to provide education and information to the public about diarrhea so that it is hoped that it can reduce cases of diarrhea and increase public knowledge about the prevention and treatment of diarrhea and its relationship to environmental health. The community service method is carried out by providing counseling and education to the community. The results obtained are that the public understands diarrhea and preventing diarrhea. So that people can take early precautions if diarrhea occurs in family members. Apart from that, people must also maintain health, both the environment and food, in order to avoid disease.

The cultivation and reinforcement of character values in the present time are crucial to address the moral crisis, especially during adolescence. In this age range, teenagers are in the process of seeking their identity, exhibiting excessive courage, prioritizing peer relationships, desiring recognition, developing an interest in the opposite sex, and often being unrealistic. These values are inseparable from the teachings about the triune nature of God and His work. This article aims to explain the role of Christian Religious Education in character formation. The writing employs a qualitative descriptive method, utilizing data collection techniques based on literature studies or references and observations that focus on the process and meaning of Christian Religious Education. It plays a significant role in shaping students’ character in the current era of globalization. 

Dengue fever is an infectious disease that can cause outbreaks. Dengue fever is a disease caused by the dengue virus and transmitted by the Aedes aegypti mosquito. This disease is a health problem in Indonesia because the disease spreads quickly and can cause death in a short time. The aim of this activity is to provide an explanation about dengue hemorrhagic fever such as how it is transmitted, symptoms and efforts that can be taken to prevent dengue fever. The method of this activity is in the form of counseling. This outreach was considered successful because this outreach activity could increase public knowledge and awareness in preventing dengue fever in the surrounding environment

Good Governance merupakan kerangka tata kelola yang merupakan bagian integral dari pola perilaku suatu organisasi, yang mencakup aturan dan norma etika untuk mengamankan ketertiban, integritas, dan prestasi perusahaan atau entitas pemerintahan. Ini mendorong kondisi yang mendukung dan fokus pada pencapaian tujuan organisasi, dengan akibatnya memengaruhi akreditasi organisasi tersebut. Prinsip-prinsip Good Corporate Governance tidak hanya relevan di dalam entitas bisnis, tetapi juga diperlukan dalam berbagai sektor termasuk swasta, pemerintahan, dan bahkan pendidikan. Implementasi tata kelola yang efektif di semua level akan menghasilkan kinerja yang optimal.

The research article on the Influence of Place Atmosphere and Modern Lifestyle on Purchasing Decisions of Coffee Shop Consumers (Case Study on Coffee Ethics) is research that aims to build a research hypothesis on the influence between variables that will be used in further research. The method of this research article is to use quantitative methods, while the type of research used is descriptive research. The results of this research article are: 1) The influence of atmosphere has a significant influence on purchasing decisions; 2) The influence of modern lifestyle has a significant influence on purchasing decisions; 3) The influence of modern atmosphere and lifestyle has a significant influence on purchasing decisions.

This research aims to investigate the influence of business ethic and religiosity on the perception of accounting students in Indonesia. The research methodology adopts a systematic approach to extract data from nine relevant articles throught Google Scholar search. Business ethic and religiosity have a positive impact on student’s ethical perception. The results indicate that out of the accumulated 9 articles, one research method was employed, namely quantitative. Among the 9 articles, 7 factors were identified as influencing the ethical perception of accounting students in Indonesia, including business ethic education, religiosity, love of money, Machiavellianism, equity sensitivity, understanding of accountant’s code of ethic, and emotional intelligence.

Ethics in accounting is a fundamental aspect in the world of accounting, involving moral principles and values that accountants must adhere to in carrying out their responsibilities. Beyond technical aspects such as compliance with accounting standards, ethical considerations also encompass behavioral aspects involving interactions with colleagues, superiors, and clients. The implementation of behavioral aspects in accounting ethics significantly influences employee performance. Accountants who apply moral principles and positive values in their work affect their interactions with others, building good relationships with colleagues, superiors, and clients. This enhances team collaboration, effective communication, and wise conflict resolution. This research purpose to uncover the impact of the implementation of behavior aspects in accounting ethics on employee performance, in line with research issues related to investigate the result of these aspects on employee performance.

Business ethics is a business approach to conducting operations that covers all aspects of society, business and the public. Business ethics in an organization can influence the values, norms, and behavior of leaders and staff. Consumer trust is the confidence that consumers have in a product, service, or brand. This belief has an important role in influencing consumers' decisions to buy, reuse, and recommend certain products and services. CSR is a business initiative to consider the concerns of many stakeholders, including the environment, society, workers, and customers. The purpose of this research is to find out how important company ethics is in building consumer trust. This research uses a qualitative descriptive analysis method and data is obtained from literature studies, several books, references on the internet, and journals that examine similar research to support research on "The Role of Business Ethics in Building Consumer Trust". This research shows that a company's most morally responsible practices influence customer trust. This study highlights how urgent it is to see how the most morally responsible corporate practices influence customer trust. Sharia marketing strategies have a significant effect on consumer satisfaction and their trust in certain products and services. This research shows that the role of business ethics has a significant influence in building consumer trust.

In the context of doing business and interacting with others, ethics plays a crucial role. Business ethics is not just an element, but a determinant of the success of a business. This study aims to investigate and analyze the role of Business Ethics in building consumer trust and satisfaction. The research method applied is Systematic Literature Review (SLR) with a focus on journals that have been published from 2014 to 2023. The results of this study, namely: 1. Business ethics has a positive effect on consumer trust, 2. Business ethics has a positive effect on customer satisfaction.

Anesthesia practice in Indonesia faces challenges related to the implementation of professional standards and ethics as well as legal issues that often arise. This study aims to examine the implementation of professional standards and ethics in anesthesia practice in Indonesia today and to identify legal issues that often occur and how to resolve them. This study uses a normative legal research method by analyzing primary and secondary legal materials. The results of the study indicate that although there are guidelines and codes of ethics that regulate anesthesia practice, their implementation in the field still faces obstacles such as lack of understanding of health workers, excessive workload, lack of support from hospital management, and less than optimal supervision and sanctions. Legal issues that often arise include negligence in administering anesthesia, lack of informed consent, violations of the professional code of ethics, and problems in the doctor-patient relationship. Efforts that have been made to overcome these problems include improving education and training, improving standard operating procedures, strengthening supervision and sanction mechanisms, developing non-litigation dispute resolution channels, improving communication and doctor-patient relationships, and increasing support from hospital management. However, these efforts are still not fully optimal and require further evaluation and improvement. The importance of individual awareness of each anesthesiologist to comply with professional standards and ethics and strengthening ethics education are also key factors. Close collaboration between various related parties is needed to improve the quality of anesthesia practice in Indonesia while prioritizing patient safety and welfare.    

In our life, to choose what is good and to act rightly always required human freedom. Human freedom must be created peace and justice in order to open mind and heard for the common good for all.  All people of God are witness for social justice teaching support for beautiful and meaningful life such as appreciation for the human person dignity’s, awareness of equality, equal participation, and human solidarity. This research use a qualitative method through a literature study in order to acquire data and discover the problem more profoundly. Researchers believe that the successful process of internalizing ethics aims to make life, not just a life that lasts from time to time, but a life that is organized regularly and ultimately reaches the aim of life. This research will answer the “question” is virtue ethics necessary or only an accessory for human beings’ life.  Then, researchers will go further to describe the important values or practices of virtue ethics in daily life. Finally, this research proposes the practical implication based on the critical reflection and suggestion. This implication is an indication for every person to believe that the process of internalizing Ethics is an important way of life.

SMP Negeri 2 Sihotang is located in Samosir Regency, which is one of the koban schools for flash floods that occur at the end of 2023. This PKM aims to increase awareness of ethics and digital responsibility among junior high school students. With the widespread use of digital technology, especially among teenagers, it is important to introduce the concept of ethics and responsibility in its use. This PKM will adopt an educative approach that involves students directly in the understanding of digital ethics and its impact on individuals and society. The method used with the Socialization method, as well as the creation of multimedia-based educational materials. The main target of this PKM is students of SMP Negeri 2 Sihotang in Samosir Regency. Through an approach that focuses on student participation, it is expected to create a better understanding of the importance of acting responsibly in a digital environment. The expected outcome of this PKM is an increase in students' awareness of ethical and responsible practices in the use of digital technology, as well as their ability to take wise decisions in online situations. Thus, this PKM is expected to make a positive contribution to the formation of good digital character and behavior among students of SMP Negeri 2 Sihotang and the wider community.

This research is about the analysis of ethical consumption of food and drinks (Study of students from the Islamic Economics and Business Faculty, Sharia Economics Study Program, UIN Sulthan Thaha Saifuddin Jambi). This research aims to find out more about the ethical patterns of student food and drink consumption and Islamic economic views regarding student food and drink consumption. The method used by researchers is a qualitative method. The object of this research is students majoring in sharia economics, FEBI Class of 2019-2020. The data sources used are primary and secondary data using data collection techniques in the form of observation, interviews and documentation. The results of this research show that students' consumption ethics in fulfilling food or primary blindness (dhuriyat) are seen from the type of food they consume, the way they consume it and the quantity of food they consume is not fully in accordance with consumption ethics. In terms of ethics, most students do not pay attention to ethics and manners in consuming and from the five principles of Islamic consumption there is a gap between theory and practice. Based on the principle of simplicity, students consume excessively which can lead to wastage and waste. Meanwhile, students' moral principles do not follow the rules of etiquette and ethics set out by the Prophet Muhammad SAW. Most students do not apply this principle. Judging from the way they eat, they don't pay attention to consumption ethics based on what the prophet taught, and their habit of often throwing away rice and then leaving the environment dirty because they don't clean the place immediately after they consume food.

This study aimed to examine the effect of Budget Participation, Budget Emphasis on Budgetary Slack with Ethical Consideration as Moderating Variable. This kind of study is quantitative research with primary data collected in a questionnaire distributed to 38 respondents. The data is processed with multiple linear regression analysis by using Statistical Program for Social Science (SPSS). The results showed that budget participation and budget emphasis has effect on budgetary slack. Meanwhile, ethical considerations cannot moderate the relationship between budget participation and budget emphasis on budgetary slack.

Littering has become a problem for environmental hygiene and health threatening people in the red zone. It is feared that it becomes a seductive ethic. The ward head serves as a local government geographically a territory closer to the community being led. As a result of his hand being extended to assist his duty, which includes the administration of environmental order and security surveillance and the dynamics of community life has been observed and faced by the ward's head. The study was aimed at getting information from a facto face perspective on the ethics of the environment community concurred with government policy on keeping the environment clean, including the disposal of trash in its place. This method of research uses qualitative research using data collection techniques through semi structured interviews. The results showed that there was no crucial problem with the people's ethic of removing garbage and local governments had undertaken socialization to maintain community hygiene and that garbage disposal workers had been radiating governments to help transport the garbage on a regular basis. The community's ethical cooperation and the attention of the government have succeeded in turning the neighborhood into a green zone on environmental hygiene.

Business ethics can be defined as knowledge about the ideal procedures for regulating and managing a business that takes into account norms and morality that apply universally and economically/socially, and the application of these norms and morality supports the aims and objectives of business activities. Determining profits based on business ethics is not always easy, so companies must pay attention to the fact that implementing business ethics is very important, because this can provide long-term benefits for the company and society as a whole. This research aims to find out how to determine profits based on business ethics in Indonesia. The method used in this research is a descriptive research method using a qualitative approach. The research results show that good business activities strive to achieve profits by paying attention to corporate social responsibility (CSR) and the application of business ethics in determining profits involves a balance between achieving financial goals and paying attention to social, environmental and moral impacts.

Locutionary speech acts are a type of speech act that focuses on the meaning of a sentence. This research is based on speakers whose pronunciation does not emphasize actual speech. The aim of this research is to describe the form and intent of locutionary speech acts in the "Zental Health"playlist on the Zenius YouTube channel. The research approach used is pragmatic, with qualitative methods in the form of descriptive research. This research uses a data collection method using free listening and note-taking techniques. At the data analysis stage, we used the divide and match method. Meanwhile, the analysis presentation technique used is informal. This research produced several locutionary speech acts contained in 4 videos on the "Zental Health" playlist on the Zenius YouTube channel, which contains 40 data points, including 16 news speech acts, 19 question speech acts, and 5 command speech acts. With this research, the author hopes that it can provide benefits for readers and other researchers as a reference source regarding locutionary speech acts.

Locutionary speech acts are a type of speech act that focuses on the meaning of a sentence. This research is based on speakers whose pronunciation does not emphasize actual speech. The aim of this research is to describe the form and intent of locutionary speech acts in the "Zental Health"playlist on the Zenius YouTube channel. The research approach used is pragmatic, with qualitative methods in the form of descriptive research. This research uses a data collection method using free listening and note-taking techniques. At the data analysis stage, we used the divide and match method. Meanwhile, the analysis presentation technique used is informal. This research produced several locutionary speech acts contained in 4 videos on the "Zental Health" playlist on the Zenius YouTube channel, which contains 40 data points, including 16 news speech acts, 19 question speech acts, and 5 command speech acts. With this research, the author hopes that it can provide benefits for readers and other researchers as a reference source regarding locutionary speech acts.