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Teachers should master various learning methods to improve students' understanding of the subject. The existence of online learning requires them to be able to convey material well to students without going through face-to-face activities and further explanations. Social media can be used in the learning process because it can save and share videos with students without needing to be downloaded and only requires a strong Internet network. One social media that can be used is Instagram that frequently accessed by students, this application can facilitate relationships with people in one direction or two directions, so it can attract and make it easier for students to access subject matter. In this community service implementation, the team provides training to vocational school’s teachers with lectures and questions and answers related to the use of this social media. As a result, teachers can master the Instagram social media application and understand the various features that are used in video tutorial learning media.

Based on the results of interviews with Indonesian language subject teachers at SMKN 7 Medan, the obstacles encountered in learning to write drama scripts were regarding the methods and learning media used were ineffective, resulting in low scores for students who were under the KKM. Therefore, to overcome this, researchers use short story media in writing drama scripts. The research objective is to improve the learning outcomes of writing drama scripts for class XI MPLB students at SMKN 7 Medan. The method used is Class Research method. This is because this class research collaborative method aims not to test a treatment but a way to make changes towards improvement or improvement in learning. There are 2 cycles in this study, there are 2 instruments, namely tests. The test instrument was in the form of drama script results in both cycles. The first cycle reached an average of 76.80 while the second cycle average increased to 86.80. By looking at the average value, students have achieved a score above the KKM that has been determined, namely 75. After learning to write drama scripts with short story media, students become more active and find it easier to think creatively to put their ideas into the script. drama and motivation to learn in students increases.

Phishing is a crime that uses social engineering techniques, both in deceptive statements and technically, to steal consumers' personal identification data and financial account credentials. With the new Phishing machine learning approach, websites can be recognized in real-time. K-Nearest Neighbor(KNN) and Naïve Bayes (NB) are popular machine learning approaches. KNN and NB have their own strengths and weaknesses. By combining the two, deficiencies can be covered. So this study proposes to combine K-Nearest Neighbor with Naïve Bayes to classify phishing websites. Based on the results of the accuracy test of the combination of KNN with k=8 and Naïve Bayes, a maximum accuracy of 93.44% is produced. This result is 6.25% superior compared to using only one classifier.

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

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

REKA KARYA: In this era of globalization, Indonesia is not immune to its influence, which can potentially erode traditional cultural values and replace them with Western culture. To address this concern, the Pengabdian Masyarakat program aims to help Sundanese language teachers by developing a Sundanese script learning app. By doing so, it is hoped that students will become more interested in learning about the Sundanese script. The app will include a program flow design, display design, quiz/game design, and database design. Additionally, it will feature a quiz menu in the form of a game to help users practice their Sundanese script skills. The goal is to create a user-friendly and engaging app that is accessible to everyone who wants to learn the Sundanese script.

Plant disease is one of the problems in the world of agriculture. Early identification of plant diseases can reduce the risk of loss, so automation is needed to speed up identification. This study proposes a custom-designed convolutional neural network (CNN) model for plant disease recognition. The proposed CNN model is not complex and lightweight, so it can be implemented in model applications. The proposed CNN model consists of 12 CNN layers, which consist of eight layers for feature extraction and four layers as classifiers. Based on the experimental results of a plant disease dataset consisting of 38 classes with a total of 87,867 image records. The proposed model can get high performance and not overfitting, with 97%, 98%, 97% and 97%, respectively, for accuracy, precision, recall and f1-score. The performance of the proposed model is also better than some popular pre-trained models, such as InceptionV3 and MobileNetV2. The proposed model can also work well when implemented in mobile applications.

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

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.

The main problem in this study is how to apply ice breaking in the learning of fifth grade students at SD Negeri Pesantunan 05, the effect of ice breaking in increasing student learning concentration and the advantages and disadvantages of ice breaking in learning. This type of research is descriptive-qualitative. Data collection techniques used are observation, interviews and documentation. The analytical method used is collecting data, data reduction, data presentation and verification. The results of this study indicate that the application of ice breaking in student learning in elementary schools can have an effect on increasing student learning concentration as long as the learning process is going well. The types of ice breaking that are often used by teachers are singing, songs and clapping which are carried out at the end of learning or on the sidelines of learning. With the application of Ice Breaking in learning can make students more active, enthusiastic about learning, and concentrating in the learning process takes place, in the application of Ice Breaking the teacher of course looks at the conditions and atmosphere of the class first whether it is possible to carry out Ice Breaking activities. We often encounter weaknesses and strengths during the process of implementing Ice breaking in mathematics learning. The advantages of implementing Ice breaking can shorten the time during the learning process, making the class atmosphere fun and cheerful. The drawback is the teacher's lack of creativity in implementing the types of ice breaking that are carried out in the classroom.

Education is basically a conscious effort to grow and develop the potential of human resources (HR), especially for students by providing encouragement and providing good facilities through learning activities. In addition, each individual must have the ability and willingness to learn so that the learning objectives can be achieved. The achievement of each individual from each learning process is called learning achievement. As for one of the supporting factors that are dominant in influencing learning achievement is the intelligence of each individual student. The purpose of this study is to find out how much influence the level of intelligence has on learning achievement, especially in the field of Islamic religious education (PAI) at MAN 1 Sukabumi City. The research method used is survey method with correlational analysis. Based on the results of the data analysis performed, it was found that intelligence has a significant effect on learning achievement. This is evidenced by the t count of 7.811 with a significance level of 0.01 and 0.05. Based on the data analysis test, it was also found that F was 61.011 with a significance value of 0.01 (p <0.05). This shows that intelligence has a significant influence on student achievement. Apart from the F value, an R square value of 0.592 is also obtained, which means that 59.2% of student achievement in PAI is influenced by the level of intelligence, while the remaining 40.8% is influenced by other factors such as motivation or learning environment. Then the results of the research conducted can be concluded that the level of intelligence has a significant effect on student achievement in PAI either partially or simultaneously. The other supporting factors are motivation, socioeconomic, class climate or learning methods which support student achievement, especially in Islamic Religious Education.

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.

Improving teacher competence in the preparation of scientific work is very important. Apart from the fact that teachers are required by regulations to compile scientific work every year at least once, being a competent/professional teacher is a necessity. This PKM aims to improve teacher competence through training activities and mentoring in the preparation of scientific work. The PKM method used is a service learning process: Investigation, Preparation, Action, and Reflection (Pramanik et al., 2021). The subjects of the dedication were the teachers of SMAN 5 Taruna Brawijaya Kediri. Retrieval of data using interviews, observations, tests and questionnaires. The results of PKM activities show an increase in teacher competence in the preparation of scientific work (preparation of research proposals, preparation of research reports, preparation of research outputs, preparation of teaching materials (books/modules/student worksheets) before and after PKM activities. Participant responses to PKM activities were positive and meaningful and they recommend similar activities 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.

Application of the Role Playing Method to Improve Statistics Learning Outcomes of Elementary School Students. This study aims to find out the results of learning statistics on data presentation and calculating the average (mean) through the role playing method in learning mathematics. Classroom action research was carried out at Mangasa 1 Public Elementary School, Somba Opu District by taking 26 research subjects. This research was conducted in 2 cycles. Each cycle consists of planning, implementation, observation and reflection activities. Data was collected using a filled-in test with a total of 10 questions. Data on learning outcomes were analyzed using a quantitative descriptive analysis method, namely finding the average student score and learning completeness. Data were taken from two activities, namely cycle I and cycle II. Learning outcomes data obtained by students in cycle I, namely with an average value of 73.26 and learning completeness reached 46.15% and cycle II obtained an average value of 98.84 and learning completeness reached 100%. In this study it can be concluded that the application of the Role Playing method can improve the mathematics learning outcomes of fourth grade students.

Karangawen State Madrasah Tsanawiyah (MTs) is a junior secondary level formal education institution which is geographically located in Karangawen Village, Karangawen District, Demak Regency, with a total of around 800 students divided into 25 classes. This Madrasah has been officially established since 1997. With a large number of students, MTs Negeri has been supported by facilities and infrastructure capable of supporting the process of teaching and learning activities as well as administrative activities. Currently MTs Negeri Karangawen already has 20 units of computers in one computer laboratory equipped with a computer network to support teaching and learning activities. In the field of administration, it has also been supported by 5 units of computers that are used by administrative staff in order to serve all teaching and learning process activities, including in the service of student financial payments.

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

In the implementation of education, an educator must be able to master the class and educate students to master learning. However, not a few teachers are indifferent to the way of teaching and the results obtained by their students. Educators generally use methods that make students often feel bored so that the subject matter is easily forgotten while this can affect a student's learning outcomes. The purpose of this research activity is to determine the effectiveness of the project based learning model in improving the learning outcomes of class XI MPLB 4 SMKN 7 Medan on drama material. The method used was experimental research with a research population of SMK N 7 Medan students and the research sample was 33 students of class XIMPLB 4. The results of individual learning mastery on drama material are seen as indicators of success. In cycle I the 1st meeting obtained individual learning mastery of 27.3%, then the 2nd meeting of 57.6%. In cycle II the 3rd meeting was 72.7%, then the 4th meeting was 90.9% with a value of ≥ 75. The results of the study prove that student learning outcomes can be increased effectively by applying the Project Based Learning learning model.

This research is motivated by facts in the field showing that social studies teachers are still more oriented towards assignments and students' understanding of learning material without considering the formation of student character as a learning effect, so that learning material is less affected by students' attitudes and personalities in shaping interactions between teachers and students. This makes students tend to be busy or not pay attention when the teacher is explaining, during the learning process in the classroom. Therefore, these constraints certainly need a solution so that the teaching and learning process can be channeled properly, an IPS teacher really needs to use a learning strategy that is appropriate to the material to be conveyed and is also in accordance with the IPS teacher's strategy in instilling social values. The formulation of the problems in this study are: 1) What is the social studies teacher's strategy to instill social values in social studies learning for class VII students at SMPN 1 Purwoasri? 2) What are the supporting and inhibiting factors for social studies teachers in carrying out strategies for instilling social values in class VII students at SMPN 1 Purwoasri? 3) What are the results of the IPS teacher's strategy in instilling social values in class VII at SMPN 1 Purwoasri? The objectives of this study are: 1) To find out the social studies teacher's strategy to instill social values in social studies learning for class VII students at SMPN 1 Purwoasri. 2) To identify the supporting and inhibiting factors of social studies teachers in carrying out strategies for instilling social values in class VII students at SMPN 1 Purwoasri. 3) To find out the results of the social studies teacher's strategy in instilling social values in class VII at SMPN 1 Purwoasri. The research method used is a qualitative method and this research is descriptive in nature. This research is sourced from primary data and secondary data. Data collection techniques in the form of observation, interviews and documentation. Then the data analysis technique in this study refers to the Miles and Huberman model. Checking the validity of the data, namely observation persistence, triangulation, and peer checking. The results of this study indicate that: 1) The social studies teacher's strategy in instilling social values possessed by students is through several ways, namely exemplary and continuous reprimand and habituation patterns. To instill social values in students, the teacher instills an attitude of honesty, discipline, tolerance, mutual cooperation, courtesy, confidence and responsibility (an attitude of daring to accept consequences, being able to carry out individual tasks properly, not blaming others, and always keeping promises). to students. 2) Factors that support the social studies teacher's strategy in instilling social values in students are a comfortable learning environment, there are rules in the class that are obeyed, and there is a dominant role of the teacher. On the other hand, the inhibiting factors of the social studies teacher's strategy in instilling social values in students are the teacher being late, the lack of monitoring of regulations, and the influence of friends. 3) The results of the social studies teacher's strategy in instilling social values in class VII students at SMPN 1 Purwoasri include social awareness, multicultural understanding, and social involvement which are in good condition.

This research is motivated by the lack of students' ability to compose observation report texts. Based on interviews conducted with previous Indonesian subject teachers, it is known that the cause of the low ability to compose observation report texts is because students find it difficult to express ideas, provide understanding and object details, choose the right diction, spelling and punctuation. Likewise interviews with several students, they stated that the text material of the observation report was quite difficult plus the learning that had been carried out was not interesting. Therefore, to improve the skills of compiling observation report texts, the Discovery learning model and the Exploration of the Surrounding Nature (JAS) method are used. Using Classroom Action Research (CAR), which is often used to improve learning processes and outcomes. The research subjects were class VII-10 students of SMPN 11 Medan. Based on the results of the description and analysis of the discussion of cycle 1 and cycle II data, students' abilities in the Observation Reports (LHO) material increased by 35%. It can be concluded that students' abilities have increased through the discovery model and the JAS method in compiling the text of the Observation Report (LHO).