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Convolutional neural network (CNN) is a deep learning (DL) model that has significantly contributed to medical systems because it is very useful in digital image processing. However, CNN has several limitations, such as being prone to overfitting, not being properly trained if there is data duplication, and can cause unwanted results if there is an imbalance in the amount of data in each class. Data augmentation techniques are used to overcome overfitting, eliminate data duplication, and random under sampling methods to balance the amount of data in each class, to overcome these problems. In addition, if the CNN model is not designed properly, the computation is less efficient. Research has proved that data augmentation can prevent or overcome overfitting, eliminating duplicate data can make the model more stable, and balancing the amount of data makes the model unbiased and easy to learn new data as evidenced through model evaluation and testing. The results also show that the custom convolutional neural network model is the best model compared to ResNet50 and VGG19 in terms of accuracy, precision, recall, F1-score, loss performance, and computation time efficiency

The purpose of this study was to explain whether or not there was an effect of using the quizizz application on digital literacy of fourth grade students at SDN Bilaporah 1 Bangkalan. This type of research is experimental research with a quantitative approach. This study uses a posttest-only control design model. The research sample used in this study was fourth grade students at SDN Bilaporah 1 Bangkalan. The sampling technique used in this research is saturated sampling technique. Data was collected using performance test sheets. The results of data analysis calculated using the independent sample t-test show that the sig value is 0.000 where the value is less than 0.05. So these results indicate that there is an influence between quizizz application assisted learning on students' digital literacy in class IV SDN Bilaporah 1 Bangkalan.

Patient loyalty is often closely related to patient satisfaction with the experience they get during medical treatment. Issues related to service quality, long waiting times, lack of effective communication with patients, or disrespectful attitudes from medical staff can all cause patients to feel dissatisfied and unmotivated to return to the same health facility. This type of quantitative research with a design using correlation analysis, cross sectional. The population in the study were 193 patients treated at a private hospital in Jakarta. The research sample was 130 with the Slovin formula, the sampling technique used quota sampling and the data collection instrument used a questionnaire. Analysis of research data used multiple linear regression. The results showed that service quality partially had a significant effect on patient loyalty with a sig value of 0.036. Partial satisfaction has a significant effect on patient loyalty with a sig value of 0.001 Service quality and satisfaction simultaneously have a significant effect on patient loyalty with a sig value of 0.001 and each effect is 94.1%. In conclusion, the quality of hospital services and patient satisfaction have a significant effect on patient loyalty..  

This study aims to increase teachers' knowledge about the Application of the Project Based Learning (PjBL) Model in learning mathematics so that it can support teachers' skills in preparing PjBL learning tools that motivate student learning. In this PKM activity, training and mentoring are collected in the preparation, implementation, and evaluation stages. The instruments used are observation sheets, questionnaire sheets, and training modules. Data analysis of this activity is descriptive qualitative. The results of the study show that training and mentoring activities for the implementation of the PjBL Model make a good contribution to increasing mastery of the material and increasing the ability of teachers to design PjBL learning tools that motivate student learning.  

The purpose of this research is to (1) Analyze the interior design factors that affect the comfort of library users in the layout on the second and third floors of the Padang State University Central Library. (2) Analyze the application of interior design layout to the comfort of library users on the second and third floors of the Padang State University Central Library. (3) Analyzing the obstacles in the application of interior design to the comfort of visitors on the second and third floors of the Central Library of Padang State University.This research uses descriptive research with a quantitative approach. The sample in this study were visitors to the Central Library of Padang State University using purposive sampling technique, the number of samples taken by researchers amounted to 20 samples. The types of data used are primary data and secondary data, techniques and data collection tools used questionnaires using a Liker scale to score each question item. The questionnaire was distributed directly to respondents who were met at the Padang State University Central Library.The results of this study are analyzing interior design factors that affect the comfort of the library users have an average score of more than 3.40 which means that the library users already feel comfortable in the Central library of Padang State University. Analyzing the application of interior design layout to the comfort of the library users has an average score of more than 3.50 which means that the library users already feel comfortable in the Central library of Padang State University. While analyzing the obstacles in the application of interior design to the comfort of the visitors with the results of an average score of more than 2.60 which means that they quite agree with the statement that there is still a lack in the application of walls, ceilings, and furnishings (furntutre). So additions and improvements are needed such as walls, ceilings and furniture in the Padang State University Central Library.

Consumption is an activity aimed at reducing or utilizing a product, whether it is a physical product or a service. Along with the times, the level of consumption is getting higher, especially among students. This increase in consumption activity is based on the attractiveness of an item, thus providing satisfaction to consumers. If consumption cannot be controlled, it will lead to consumptive behavior. Therefore the authors designed a minimalist campaign to reduce the amount of consumption and chose to optimize the use of goods to make them more effective and useful. This design uses the Research and Development (R&D) 4-D model with the stages: define, design, develop and disseminate. In the process of solving the problem the writer applies 5W+1H data analysis (what, where, when, who, why and how). The main media for this design is the Instagram feed as a medium for voicing a minimalist lifestyle campaign.

This research analyzes the potential for collaboration with graphic design platform Canva to generate promotional advantages for local businesses in the digital era and their impact on local economic growth. Amidst dynamic changes in consumer behavior and marketing trends, promotion is the key to local business success. Canva offers a solution for creating visually appealing content with minimal design skills, making it relevant for users of all backgrounds. This research deepens the understanding of the effectiveness of promotional campaigns, increased brand visibility, and higher audience engagement through the use of Canva. However, this research also considers the limitations in using this platform, including the risk of uniform content that is less unique. The practical implications of this research are to guide local businesses in designing more effective promotions through the Canva platform, increasing interaction with consumers, and contributing to local economic growth. With a focus on the Canva collaboration, this research provides insight into how this graphic design platform can become a strategic tool in achieving business promotion and development goals in the digital age.

Background: Skizofrenia is a mental disorder where the prevalence is actually small, affecting about 1% of the world's population. In Central Java alone, there are 8.7% of the population who have schizophrenia, this is one of the fifth highest number of professions. Planting occupational therapy aims to minimize the patient's interaction with his unreal world, bring out thoughts, feelings, or emotions that have influenced unconscious behavior, provide joy, entertainment, and distract the patient from the hallucinations he is experiencing so that the patient's mind is not focused on his special hallucinations. in patients with auditory hallucinations (Yuniar N.S et al., 2019). Objective: To find out the results of the implementation of the application of occupancy therapy to control the level of hallucinations. Method: The method used in this application is descriptive with a case study research design totaling 2 respondents, the research instrument is the AHRS questionnaire observation sheet. Findings Before being given occupational therapy, Mrs. G was planted in the category of moderate hallucinations and Mrs. M was in the category of severe hallucinations. After being given occupational therapy, planting for 6 times, Mrs. G was in the category of mild hallucinations and Mrs. M was in the category of moderate hallucinations. Implication:  Planting Occupational Therapy has an effect on controlling the level of hallucinations in patients with auditory hallucinations.

Background: Schizophrenia is a common health problem worldwide, around 70% of people suffering from schizophrenia experience auditory hallucinations. Auditory hallucinations are where patients feel that they can hear voices without a sound source. This situation causes the patient's inability to perceive reality accurately. One of the nursing interventions performed for auditory hallucinations is perceptual stimulation group activity therapy. Method: The method used in this application is descriptive with a case study research design, research subjects totaling 2 respondents, sheet research instruments observation that is AHRS . Findings: There were differences in scores before and after being given Group Activity Therapy (TAK), namely a decrease in the hallucination level score on Mr. F and Mr. W. Implication: Based on the results of the study, it was found that there was an effect of Group Activity Therapy (TAK) in controlling auditory hallucinations in schizophrenic patients after being given Group Activity Therapy (TAK) for 2 applications. In addition to providing Group Activity Therapy (TAK), the patient's recovery or stability is also supported by continued treatment and rehabilitation.

This study aims (1) to determine the marketing strategy used by Cafe Bree Sweetandfreeze Banjarmasin in increasing sales. (2) To find out marketing strategies that can be implemented by utilizing SWOT analysis to improve marketing performance at Cafe Bree Sweetandfreezee in Banjarmasin. The method in this study uses a qualitative descriptive method. The informants in the study were the Owners of Cafe Bree Sweetandfreeze Banjarmasin. Data collection techniques used in this study are observation techniques, interviews and documentation studies. The results of the study show that Cafe Bree Sweetandfreeze Banjarmasin uses various marketing strategies, such as advertising promotions, collaboration with influencers, new product development and creating Instagramable photo areas. The SWOT analysis shows strengths in product quality, cafe design and strategic location, while weaknesses relate to understanding customer preferences and digital marketing. The cafe has opportunities in forging local partnerships and leveraging social media, but faces threats from intense competition and changing consumer trends. In conclusion, Cafe Bree Sweetandfreezee Banjarmasin can capitalize on strengths, overcome weaknesses and seize opportunities to strengthen their brand and increase their market share.

Minangkabau has a variety of cultures, starting from clothing, architecture, motifs, beliefs, songs, and visual characters. One of the uniqueness of Minangkabau is that it has traditional clothing that is its own characteristic. One of the famous traditional clothes in Minangkabau is Bundo Kanduang clothing. Skins have various types, one of which is Skin outfit which is a skin for characters in the game.  This Minangkabau skin outfit is designed for the PUBG mobile game or known as Player Uknown's Battleground mobile. The delivery in designing this skin outfit uses the main media Manual Book. Manual book that contains history, making skin outfits, skin items and supporting media, namely T-shirts, posters, stickers, x banners, totebags, hangers / merchandise and Instagram social media to promote. The compounding method used is Glassbox with a 5w + 1h data analysis method, namely what, who, when, where, why, and how. With the completion of this Manual Book, it is hoped that it can become a media that has effective and communicative information for the target audience.

The final work aims to introduce the form of water lily as an ornamental water plant into graphic artworks by visualizing the shape of flower figures, animals, and other supporting objects found in lotus flowers.There are several stages carried out in accordance with the method used in the creation of the work, namely: Preparation is an observation related to the initial idea of the author's interest, Elaboration is the stage of exploring and displaying the beauty of lotus flowers reviewed from the internet, a collection of images and field surveys, Synthesis is the stage of starting to design how the work will be made in accordance with the title, Concept realization is the stage of the work process and completion is the final stage in the work.The results achieved in the creation of graphic art works are entitled "The Beginning of Life, Life's Journey, Self Shadow, Competition, Resilience, Dark Path, Independence, Basic Strength, Equality, Life's Journey, and Peak Success".

The Regional Revenue and Expenditure Budget is the regional government's annual financial plan which is discussed and agreed upon jointly by the local government and the Regional People's Representative Council and stipulated by Regional Regulation. The budget is an important thing in running a business organization or government institution which can be a benchmark in a successful implementation of the business organization or government agency. In terms of the budget, it includes the APBD, in which each region is given the authority as well as the obligation to prepare the Regional Revenue and Expenditure Budget. With a good budget, it will make the performance of the organization run in a more structured and better manner, meaning that if the budget is effective and efficient then the targets to be achieved can be met. Effectiveness is an important thing that must be done in a job so that the goals that have been set can be achieved properly. Effectiveness is also interpreted as a key element in achieving the goals and targets set by an organization/agency. It means that it is said to be effective when the organization can achieve the goals and objectives as well as targets that have been previously designed. In general, efficiency means the absence of waste. Every activity that will be carried out in achieving a predetermined target, there is a need for efficiency in carrying out a job so that it can reach the predetermined target and can be carried out correctly and precisely.

STEAM (Science, Technology, Engineering, and Mathematics) improvements in education, as well as PAUD teacher inability to effectively use the resources at their disposal despite their simplicity in the classroom. Using active and creative learning approaches, the implementation of learning in STEAM-based PAUD is designed to encourage children's creativity. The method's activities included a pre-test to gauge PAUD teachers' familiarity with the STEAM learning approach, instruction about STEAM resources after that, and training or group practice in creating STEAM-based learning resources. introducing new information, since PAUD teachers did not previously comprehend what STEAM was, They understand now it, and because it combines the five knowledges with basic tools and materials, they can develop it for use as an engaging method of instruction in the future.

This study aims to determine the effectiveness of using fractional board learning media on student learning outcomes in learning mathematics fraction material in class III SDN 62 Palisi. Effectiveness is viewed from 4 aspects, namely: completeness of student learning outcomes, student activity, teacher's ability to manage learning, and student responses. The type of research used is pre-experimental research. The research design used was The One Group pretest posttest Design. Data collection techniques in this study were carried out using tests, observations, and questionnaires. The results showed that (1) all students had achieved individual learning mastery and this meant that classical learning mastery had been achieved, (2) the average percentage of student activity frequency reached the active criterion of 91.66%, (3) the average percentage the frequency of the teacher's ability to manage learning reached the high criterion of 3.4, (4) the positive response questionnaire from students reached 96.4%. From the results of this study it can be concluded that fractional board media is effectively used in learning mathematics fraction material in class IIIA students at SDN 62 Palisi.

This design is designed in such a way as to produce an alternative media for consumers from Velocity Burger & Coffee to know more about the products being sold and what merchandise is provided by Velocity Burger & Coffee. The problem identified is the number of visitors or customers who do not know what products they sell, and what facilities are provided by Velocity Burger & Coffee. To find a way out of the above problems, the SWOT analysis method is used which stands for strengths, weaknesses, opportunities, threats. This method begins with finding and understanding the problems experienced based on data, then proceed with designing the media from the results of previous data analysis, then developing or designing from the initial design, and the final design results are disseminated through several digital platforms or print outs. This design will produce an output, namely media posters, roll up banners as media to convey information regarding products and merchandise sold by Velocity Burger & Coffee. Making media posters and roll up banners has proven effective in increasing awareness and attracting people to buy food and beverage products from Velocity Burger & Coffee. This is evident from the fact that the message conveyed in the poster media is easily understood by the target audience. And besides designing the main media, several supporting media were also designed, such as: Posters, Roll Up Banners, Social Media, Totebags, Accessories, T-shirts, Lighters, and Stickers.

Breastfeeding-related problems such as breast milk dams, mastitis, nipple blisters and others are widely experienced by breastfeeding mothers. Factors that can cause breast swelling and inhibition of ASi, one of which is the feeling of anxiety or stress felt by postpartum mothers.  Breast care has tremendous benefits, especially for postpartum mothers in the process of breastfeeding their babies. The benefits of breast care are that mothers understand how to keep breasts clean, make nipples stronger and flexible, care for flat or inverted nipples, and facilitate the release of breast milk. To find out the results of breast care implementation in the cempaka ward of RSUD dr. Soehadi Prijonegoro Sragen. This study used quasi-experiment, one group with pretest-posttes Without Control Group Design with 2 respondents postpartum mothers. The instrument used is a Checklist containing six-point engorgement scale (SPES) and Breast Care Procedure.: the  results of the application of breast care carried out 3 days in a row obtained the value of the Six Point Engorgement Scale questionnaire there was a decrease in scores, namely 2 and 1 from the original values of 5 and 4 which means there was a decrease in breast swelling. there was a significant difference in the Six Point Engorgement Scale (SPES) score in postpartum maternal patients between before and after breast care every 30 minutes for 3 days.

Investing activity is the acquisition and disposal of long-term assets and other investments that are not included in cash equivalents. 4. Financing activities are activities that result in changes in the amount and composition of Bank capital and loans. This study aims to present: (1) analysis of investment activities in PT. HERO SUPERMARKET TBK, (2) analysis of funding activities at PT. Hero Supermarket Tbk. The design of this research is quantitative research and data research. The data studied are the national financial reports from the Indonesian stock exchange PT. Hero Supermarket Tbk, the results of the study show that (1) investment activity at PT. Hero Supermarket Tbk, showing good performance so that investment continues to increase every year, (2) financing activities run smoothly and stably despite being disrupted by the Covid-19 outbreak in Indonesia.

Bendogerit Village is one of the villages in the Sananwetan sub-district, Blitar City. In its development, UMKM experience problems in introducing these businesses to the wider community. The 30 KKN-Thematic group students in this case took the initiative to provide assistance to one UMKM that had just been established, namely the UMKM Sari Buah Maja. Branding assistance in the form of making logo and packaging designs to build a brand image, creating social media as a forum for these UMKM actors to market their products, creating content to attract consumer interest, and providing counseling regarding the importance of building a brand image for the products or services to be offered . Marketing activity assistance activities for UMKMs are very effective in increasing UMKM business capabilities. Assistance in building product branding makes the UMKM development process easier and UMKMs more confident in doing so.

Civil Engineering is the study of planning, construction, and maintenance of physical structures such as bridges, buildings, and roads. These include sub-fields such as geotechnical, structures, transportation, hydraulics and environmental management. Civil engineers also study ways to manage natural and environmental resources used in construction projects Civil engineering can be used in eco-green environmental analysis. One example is in the planning and construction of green buildings, which are buildings that are designed and constructed in an environmentally friendly way. Civil engineering can be used to analyze and evaluate various aspects of the environment, such as energy efficiency, natural resource use, water management, and greenhouse gas emissions Civil engineering can also be used in the planning and construction of environmentally friendly roads, such as eco-friendly country roads, walking, and bicycle roads.