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The increasing popularity of e-commerce has driven the development of more sophisticated product recommendation systems to enhance user experience. Within this framework, the incorporation of Artificial Intelligence (AI) has become essential for enhancing the caliber of product suggestions through the examination of user behavioral patterns and product attributes. This paper explores the incorporation of artificial intelligence into e-commerce product recommendation systems. This strategy integrates AI methodologies like machine learning, data mining, and natural language processing (NLP) to produce recommendation systems that are personalized and pertinent. Through in-depth analysis of user data and product information, the system can predict user preferences with higher accuracy, improve user engagement levels, and ultimately increase sales conversions. By combining domain knowledge, technical expertise, and the latest research methodologies, This research offers valuable insights for both e-commerce system developers and artificial intelligence researchers. The integration of artificial intelligence into product recommendation systems represents a critical measure in facilitating growth and fostering innovation within the ever-changing e-commerce landscape.  

This research uses a qualitative method with descriptive research type. With an estimated number of respondents SME 8 people. The data analysis techniques used are descriptive analysis and simple linear regression analysis. Based on the research results, Financial Literacy has an effect on Financial Management in SME members of SME entrepreneurs in South Tangerang. This needs to increase the knowledge of financial literacy for SME, in this study it is influenced by several things, namely the level of education, receipt of financial information, and the age of the SME actors.      

Diabetes mellitus (DM) is a disorder of carbohydrate, protein and fat metabolism characterized by hyperglycemia or increased blood glucose levels that occur as a result of abnormal insulin secretion or decreased insulin action (Buraerah, 2015). The DM management includes 4 main pillars, one of which is physical exercise. Physical exercise is one of the pillars in the management of DM which functions to improve insulin sensitivity and also to maintain a healthy body (Mala, 2018). However, when sufferers don’t go through this management, this is where the role of the family is as a support (Waspadji, 2014). To find out the description of family knowledge about physical exercise in diabetes mellitus patients at the Juwana Pati Healty Center. The type of research used is quantitative research using descriptive studies. The number of samples in this study were 55 respondents with a total sampling technique. The results showed that the family's knowledge of physical exercise in patients with diabetes mellitus was mostly female, 35 respondents (63.6%), housewife job level was 28 respondents (50.9%), high school education level was 16 respondents (29, 1%), the level of moderate physical exercise is 26 respondents (47.3), the level of sufficient family knowledge is 19 respondents (34.5%), and vulnerable aged 47-57 years as many as 22 respondents (40.0%). That most of the family's knowledge about physical exercise in patients with diabetes mellitus has sufficient knowledge as many as 19 respondents (34.5%).

According to the WHO (World Health Organization), housing is a physical structure where people use it for shelter where the environment of the structure is included as well as all facilities and services that are in the hospital, equipment that is useful for physical and spiritual health and good social conditions for families and individuals. A healthy house is one of the health facilities to achieve an optimal degree of health (World Health Organization). To find out the level of knowledge and behavior of the community towards healthy houses in the Land of Tamala, Leihitu District, Central Maluku Regency. The type of research used is descriptive research to obtain an overview of the level of knowledge, attitudes and actions of the community towards healthy houses in the country of Malala, Leihitu District, Central Maluku district.  The results of this study show that the knowledge of the people of Mamala has a level of knowledge in the Good Category of 83%, Sufficient as 15%, Lacking as much as 2%, The attitude of the people of Mamala has a good attitude as much as 100%, the actions of the people of Mamala have good actions as much as 53%, Sufficient as much as 47%. Based on the results of the research that has been carried out in Mamala Country, Leihitu District, Central Maluku Regency, it can be concluded that the public's knowledge about healthy houses is in the good category with a presentation of 83%, the attitude of the respondents is in the good category with a percentage of 100%, and the action is in the good category with a percentage of 53%.

Problems that occur in children with mental retardation are weakness or inability in children accompanied by limited ability to fulfill independence. Support and acceptance from each family member will provide energy and confidence in mentally retarded children to make more efforts to improve every ability they have. Based on data obtained from the Social Service of West Sumatra Province (2020) there were 10,390 people with mental retardation. The purpose of the study was to determine the factors related to the independence of mentally retarded children at SLBN 1 Padang in 2024. The type of research is descriptive analytical with a cross sectional study design carried out at SLBN 1 Padang from Januari to April 2024. The population in this study were parents who cared for mentally retarded children at SLB N 1 Padang totaling 70 parents. The data is processed by editing, entry, coding and cleaning steps. Univariate analysis with frequency distribution and bivariate analysis with Chi Square statistical test with 95% confidence level. The results showed that 52.5% of children with mental retardation with less independence, 37.5% with poor knowledge, 56.3% with poor attitudes, 55.0% with poor family support. There is a significant relationship between attitude and children's independence (p-value = 0.000), between family support and children's independence (p-value = 0.048), and there is no relationship between parental knowledge and children's independence. (p-value = 0.083 ). Someone with a high attitude, knowledge, and family support will be more successful in dealing with and overcoming the problem compared to someone who receives a low attitude, knowledge, and family support. It is hoped that teachers and families will be able to provide examples of independent behavior that can be applied by students, both at home and at school.

Patient adherence to tuberculosis (TB) treatment is crucial for achieving a cure, preventing transmission, and avoiding cases of drug resistance. TB treatment typically involves using antibiotics for 6-9 months. Consistent compliance during this period is essential to ensure the eradication of the bacteria that cause TB. Non-compliance can result in disease recurrence and the development of drug resistance. Many factors can influence patient compliance, including drug side effects, lack of social support, patient knowledge about the disease, economic factors, and accessibility of health services. This study aims to provide an overview of the level of patient compliance in tuberculosis treatment at the Pekanbaru City Health Center. This research is a descriptive study with a cross-sectional method conducted on 37 respondents using a survey method via questionnaire. The result of the research found that 54.1% of respondents at the Pekanbaru City Health Center had a moderate level of compliance with TB treatment.

This community service activity was motivated by the low level of public understanding regarding the utilization of appropriate technology based on local needs. The objective of this program was to enhance community knowledge and skills through socialization and assistance in applying relevant technology. The method employed a participatory approach, including observation, surveys, Focus Group Discussions (FGD), educational socialization, technology demonstration, mentoring, and evaluation using pre-test and post-test. The results showed a significant increase in community understanding, indicated by an improvement in the average score from 25% in the pre-test to 78% in the post-test, reflecting a 53% increase. In addition, social changes were observed, including increased community participation, the establishment of learning groups, and the emergence of local leaders as change agents. Therefore, the socialization of appropriate technology based on local needs is proven effective in enhancing community capacity and independence.

Stroke is a functional disorder of the brain with varied clinical manifestations, which occurs suddenly due to disturbances in cerebral blood circulation. Stroke is a major cause of mortality and disability despite its increasing prevalence. Promotive and preventive efforts are still the main priority in efforts to reduce morbidity, disability and mortality. Early detection of someone who has risk factors is very necessary considering that stroke can attack anyone at any time. STIKES Kesdam IV/Diponegoro is a health university that has a vision of global competitiveness, so it really supports the Tri Dharma of Higher Education activities at the international level, including carrying out community service activities in the health sector in the Philippines. This community service activity is a promotional activity in the form of education about stroke and a preventive activity in the form of screening for stroke risk factors directly to the community. Screening is carried out for 3 stroke risk factors, namely blood pressure, cholesterol levels and blood sugar levels. The results of community service showed that after providing education using posters and leaflets, there was an increase in the knowledge of LBB Mabini Apartelle residents regarding definitions, modifiable risk factors, and stroke prevention. The health screening results of the 20 people examined showed that 40% had a risk of stroke from measuring blood pressure and 20% had a risk of stroke from measuring cholesterol.

Tuberculosis remains a health problem, especially in developing countries including Indonesia. The purpose of this community service activity is to increase public knowledge about proper coughing etiquette as an effort to prevent pulmonary TB. The implementation method includes lectures and role play. The target is 103 residents of Hamlet 1, Tanjung Anom Village. The results of this activity show that the level of knowledge about proper coughing etiquette after education improved to sufficient knowledge in 61 people (48.8%), good knowledge in 22 people (28.0%), and insufficient knowledge in 20 people (23.2%). It is concluded that there was an increase in residents' knowledge after being educated on proper coughing etiquette.

Vaccination can increase the body's immunity and fight infectious diseases. The level of health of the Indonesian people is decreasing due to the high infant mortality rate, and one effort to overcome this is with a vaccination program for babies and young children. But this program still faces a problem: opposition from parents. Some say that parents' reluctance to vaccinate is caused by people's misunderstanding about vaccines, lack of education, lack of knowledge about vaccines, and the distance between Posyandu Nilla A and Posyandu Nila B, some argue that it is the same whether they want to carry out immunization or not, they will still experience fever, some say the reason is related to religion. This intervention aims to provide education to mothers who do not have access to basic health services. The method used is a lecture method using booklet media which provides direct information to mothers of babies and young children through open interaction. The results of the intervention showed that 81.0% of mothers had good knowledge and 19.0% of mothers had poor knowledge. The conclusion from this intervention is that most mothers know about vaccinations for their children, and it is hoped that good knowledge can help support good vaccinations for their children

Pregnant women are one of the populations at risk of contracting Human Immunodeficiency Virus (HIV), Syphilis, and Hepatitis B. The risk of mother-to-child transmission for HIV/AIDS is 20%-45%, for Syphilis is 69-80%, and for Hepatitis B it is more than 90%. Transmission of HIV, Syphilis and Hepatitis B from mother to child results in morbidity, disability and death. The aim of this research is to determine the relationship between pregnant women's knowledge about Triple Elimination and compliance with examinations at the Tampo Health Center, Banyuwangi Regency in 2023. The research design is a correlation analytical cross sectional study approach, the population is pregnant women in the 2023 Tampo Health Center working area, totaling 390 pregnant women using an accidental sampling technique. .  The number of samples taken was 66 pregnant women. Statistical tests use Chi-Square and Mann-Whitney U with a significance level of 0.05 with SPSS. The research results showed that most of the pregnant women's knowledge about Triple Elimination was in the sufficient category, namely 36 respondents (54.5%), and compliance with the Triple Elimination examination at the Tampo Community Health Center was mostly in the Obedient category, namely 48 respondents (72.7%). There is a relationship between pregnant women's knowledge about Triple Elimination and compliance with examinations at the Tampo Health Center in 2023 (p-Value 0.023 < 0.05). The results of the research can provide additional knowledge so that in the future, if you become pregnant again, you can comply with the Triple Elimination examination and inform pregnant women to carry out the Triple Elimination examination.      

Stunting in children under five years old is a serious global health problem, especially in Semarang City. Community service activities were carried out in Pedurungan Tengah Village. The aim of this study was to increase the understanding about stunting and its prevention. Discussion method was used to deliver the topics, as well as distributing leaflets as a source of additional information. The results of the activity showed good participation from 32 participants. Active discussions showed participants' interest in understanding the topic of stunting. This community service also highlights the importance of maternal knowledge regarding stunting, considering that the risk of stunting increases in mothers with low knowledge. The implementation of the activity ended with an evaluation that showed satisfactory results. It is hoped that this community service can help increase public knowledge and awareness about stunting, as well as contribute to efforts to prevent stunting in Semarang City.

PHBS is all health behavior carried out with awarness so that family members help themselves in the field of health and play an active role in health activities in the community. But currently there are still many. who are attacked by disease, as a result of not implementing clean and healthy living habits in the household. The aim of the research is to determine the level of knowledge of the community regarding Clean and Healthy Living Behavior. This research is an analytical observational study with a cross-sectional design and was carried out by 5 students at RW08, Sirnagalih Village, Taman Sari District, bogor regency in 2024. The method was carried out in this community service is by means of counseling because in our opinion this method is very effective in being used as a tool for the community regarding clean and healthy living behavior. The researchers observed that the community already has good knowledge regarding clean and healthy living behavior, but before providing  

The industrial and construction development sector is a sector that really needs workers in the field, therefore with the work in the field, PT must always be vigilant under any circumstances to keep workers from work accidents. By using personal protective equipment to workers. The government has considered the issue of protection for labor, namely through Law No. 1 of 1970 concerning Labor Safety Work safety equipment is equipment that can protect workers from workplace hazards. Compliance with the use of personal protective equipment  in PT XX Industrial and Construction Development has been very good. This research uses qualitative research methods. This research was conducted by interviewing workers of pt. XX Industrial and Construction Development. The focus of this study is on the analysis of the level of compliance with the use of personal protective equipment. The population taken was 4 informants, namely 3 workers and 1 safety man. Data taken includes interviews, observations, documentation and data recording. The knowledge of workers in PT XX Industrial and Construction Development is very good, compliance with the use of worker personal protective equipment  is also quite good, the personal protective equipment  facilities provided by PT are very complete, and the supervision provided by PT is also very routine and has sanctions for those who are caught not wearing PPE in the form of reprimands.

This research aims to determine the teaching competence of Civic Education teachers in terms of their Mood Swing in teaching at Budisatrya Medan High School. The method used is a qualitative method with a descriptive-analytic approach, by collecting data through interviews with students and teachers, as well as observations in the school environment. The results of the research show that teachers at Budi Satrya High School Medan have quite fluctuating moods. Factors that influence teachers’ mood swings , both internal factors (health conditions, personal problems, and stress levels) and external factors (class conditions, support from the school, and work pressure), have a significant impact on decreasing motivation, creativity, and teacher performance in teaching during the learning process. Changes in a teacher’s mood are influenced by various factors, such as health conditions, personal problems, and dynamics in the classroom. It is hoped that this research can contribute to the development of knowledge of civic education teachers’ teaching competencies in terms of their mood swings in teaching at school

Introduction: Knowledge of oral health is a person's ability to know everything about oral health. Actions that can be taken in oral and dental care, one of which is tooth extraction. Anxiety is most often experienced by some patients when performing dental treatment, especially when performing tooth extraction. Anxiety itself is characterized by negative feelings or emotions accompanied by body tension. In the field of dentistry, anxiety is referred to as dental anxiety. Objective of the study: To determine whether there is a relationship between the level of knowledge about tooth extraction and the patient's anxiety level. Materials and Methods: This study was conducted at the Specialized Dental Hospital (RSKDGM) in Makassar City. The method used was analytic observation with a cross sectional design. The measuring instrument used was a questionnaire designed to measure the level of knowledge and anxiety related to the tooth extraction procedure. Results: Based on the results of the Spearman correlation test, it shows a relationship value of 0.228 with a p-value of 0.038 which is smaller than 0.05 (p-value <0.05), these results indicate that there is a significant positive relationship between knowledge and anxiety. Conclusion: Based on the results of this study, it shows that the level of knowledge about tooth extraction has a significant relationship with the patient's anxiety level.

The various building failures show that there are still many construction safety problems that are being ignored so that the Habibie library building construction project in Parepare City cannot be separated from these threats. Implementation of the Occupational Safety and Health Management System (SMK3) needs to be held to this construction project to prevent, reduce, and even strive to eliminate the risk of work accidents (zero accidents). The aim of this research is to analyze the level of success of the SMK3 and factors causing the delay of its implementation. This study using a descriptive method with qualitative approach through distributing questionnaires to 150 respondents which later be analyzed using SPSS program. The research results show that the success rate for implementing occupational safety and health is 74.20% and the most influential inhibiting factors are limited funds and also the lack of knowledge about SMK3 from the company and its employees.

This article aims to analyze the level of understanding among Generation Z in Medan, Indonesia, regarding the money market and capital market. The study employs a survey method with questionnaires distributed to 100 respondents aged 18-25 in Medan. The collected data are descriptively analyzed to depict the respondents' knowledge and understanding of the basic concepts, instruments, and operational mechanisms of the money market and capital market. The research findings indicate that although most of Generation Z in Medan are aware of the existence of financial markets, their understanding of the operational details and functions of the money market and capital market remains relatively low. Education and access to information are identified as primary determinants influencing this understanding level. These findings indicate the need for enhanced financial literacy through more intensive and targeted educational programs for this age group in Medan.

The Merdeka Curriculum is a new breakthrough in the education system in Indonesia which gives schools and teachers greater autonomy in designing learning. This requires a comprehensive curriculum review to ensure that the implementation of the Independent Curriculum runs in accordance with the goals and expectations. This scientific journal aims to examine the role and function of independent curriculum studies. Independent curriculum review is defined as a systematic and planned activity to study, analyze and evaluate the implementation of the Independent Curriculum in schools. Reviewing the independent curriculum is a shared responsibility between education stakeholders at the school level, including school principals, teachers and school committees. By conducting continuous reviews of the Independent Curriculum, it is hoped that the implementation of the Independent Curriculum can achieve its goal of producing the nation's next generation who have faith, noble character, knowledge and skills that are in line with the needs of the times.

Early childhood education plays a crucial role in preparing children with foundational knowledge for further education at the primary level. Within Early Childhood Education (ECE), children are nurtured to become independent individuals, fostering social interaction, strong self-confidence, a keen interest in exploring knowledge, the ability to adopt positive ideas, develop their own thoughts, adapt to new environments, demonstrate high enthusiasm for learning, and exhibit high levels of creativity. Early childhood education, including preschool education, aids in the physical and mental development of children, covering various aspects such as religious and moral values, social, emotional, cognitive, linguistic, and motor skills. This education can be conducted through various pathways, including formal, informal, and non-formal, with one form being the Integrated Early Childhood Education (IECE) program. The collage method serves as an effective approach to enhance children's fine motor skills, optimally implemented in several IECE institutions like RA Yaa Bunayya in Mompang Julu Village. Qualitative methods are employed in this research, utilizing triangulation data collection techniques comprising observation, interviews, and documentation. Collage activities at RA Yaa Bunayya are planned according to the children's needs, utilizing safe and diverse natural materials, providing valuable experiences for children to explore textures and shapes. Collage activities also offer advantages in improving concentration, recognizing colors, and identifying shapes, which are crucial aspects of children's development.