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Mey Waty Silaban; Nadra Amalia; Lukmi Sibarani

Mutiara : Jurnal Penelitian dan Karya Ilmiah 2023 STAI YPIQ BAUBAU, SULAWESI TENGGARA

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.

Mustofa, Fachrul; Safriandono, Achmad Nuruddin; Muslikh, Ahmad Rofiqul; Setiadi, De Rosal Ignatius Moses

Journal of Computing Theories and Applications 2023 Universitas Dian Nuswantoro

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.

Waseso, Bambang Mahardhika Poerbo; Setiyanto, Noor Ageng

Journal of Computing Theories and Applications 2023 Universitas Dian Nuswantoro

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.

Sunarjo, Macellino Setyaji; Gan, Hong-Seng; Setiadi, De Rosal Ignatius Moses

Journal of Computing Theories and Applications 2023 Universitas Dian Nuswantoro

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

Siti Nur Afifah; H. Mulyawan S. Nugraha

Concept: Journal of Social Humanities and Education 2023 Sekolah Tinggi Ilmu Administrasi Yappi Makassar

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.

Rahel Silalahi; Lukmi Sibarani; Mhd. Isman

Mutiara : Jurnal Penelitian dan Karya Ilmiah 2023 STAI YPIQ BAUBAU, SULAWESI TENGGARA

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.

Nur Isroatul Khusna; Arif Rahman Alwan

Student Research Journal 2023 Sekolah Tinggi Ilmu Administrasi (STIA) Yappi Makassar

This research is motivated by students' lack of interest in educational media during learning. Students feel bored and less motivated because the media used is only conventional, such as lecturing, relying on textbooks and modules, which result in low student knowledge. Powtoon learning videos, with their modern approach and visual-audio presentation, offer a solution. These videos feature animated cartoons, which address students' complaints about conventional learning methods. This research aims to understand the overview of the learning process, identify student needs, determine the steps for media development, assess the validity of the developed media, and examine the influence of the media on students' knowledge. The researcher employed the Research and Development (R&D) approach using the ADDIE model: Analysis, Design, Development, Implementation, and Evaluation. Data collection techniques included questionnaires, tests, interviews, observations, and data analysis. The study was conducted at SMPN 2 Kademangan, with eighth-grade classes D (control group) and E (experimental group) as research subjects. Data analysis was performed using quantitative and qualitative methods. The validation results from media experts, subject matter experts, and social studies teachers regarding the Powtoon media showed that it was suitable for use with minor revisions and had a significant impact on learning outcomes. The Sig value (2-tailed) was found to be 0.003, which is less than the significance level of 0.05. Therefore, H1 is accepted, indicating that there is a difference in learning outcomes between the control group (class D) and the experimental group (class E), with an average post-test score of 82.68% for class D and 93.28% for class E. This shows a difference of 10.6%, indicating that Powtoon media is effective for learning purposes.

Ida Hendarti

Mutiara : Jurnal Penelitian dan Karya Ilmiah 2023 STAI YPIQ BAUBAU, SULAWESI TENGGARA

Education is an important component in a nation, if education is advanced then the nation will become strong and able to compete. On the other hand, if education is weak, it will be weak too. So that the teacher's role is so important in transforming educational inputs, student learning outcomes will then become one of the standard indicators determining the level of professionalism of a teacher. Therefore, the development of teacher professional competence is very important to do. The research approach used is a qualitative approach, which is carried out in certain settings in real life. Qualitative research is rooted in a natural setting as a whole, relying on humans as a research tool, utilizing qualitative methods, conducting inductive data analysis, directing the target to discovering theories from basic, descriptive. Teachers at SMAN 1 Manonjaya have sufficient professional competence in the average category. The condition of learning outcomes in general can be seen in the average anyway. The general objective description of the learning outcomes of students at SMAN 1 Manonjaya is seen from the results of the average school exam scores in the last 3 years. The learning process is certainly very dependent on the teacher who teaches. The more effective the learning process carried out by the teacher, of course it will have a positive impact on students which will also have an impact on the quality of graduates.

Wiwis Meike; Jani Jani

Student Research Journal 2023 Sekolah Tinggi Ilmu Administrasi (STIA) Yappi Makassar

The background of this research is the lack of interest in student learning in the social studies subject of SMPN 3 Kedungwaru Tulungagung students, where there is an unpreparedness in learning and a lack of support from the school environment and family environment. The existence of this background requires attention and motivation to learn from the school and family so that students have a high interest in learning. The focus of the research in this thesis are: 1) What are the social studies teacher's efforts to increase student learning interest in social science subjects for class VIII students at SMP 3 Kedungwaru Tulungagung, 2) What are the supporting factors of social science teachers in increasing student learning interest in the subject social science lessons for class VIII students at SMP 3 Kedungwaru Tulungagung, and 3) What are the obstacles and solutions for IPS teachers in increasing student learning interest in social science subjects for class VIII students at SMPN 3 Kedungwaru Tulungagung. The objectives of this research are 1) to explain how social studies efforts increase students' interest in learning in social studies subjects for class VIII students at SMP Negeri 3 Kedungwaru Tulungagung, 2) to find out the supporting factors for social studies teachers in increasing interest in learning students in Social Sciences class VIII students at SMP Negri 3 Kedungwaru Tulungagung and 3) To find out social studies teacher's obstacles and solutions in increasing student learning interest in Social Sciences class VIII students at SMP Negri 3 Kedungwaru Tulungagung.             In this study used a qualitative descriptive research method. Data obtained through interviews, observation and documentation. Observations were made to find out more closely about the object being researched, interviews were used to find out or find problems openly at SMP Negeri 3 Kedungwaru Tulungagung, while documentation was used to collect data by investigating existing documents and was a place for prepare a number of data so that researchers get the maximum information that can correctly describe the condition of the object under study.             The results of this study indicate that the social studies teacher's efforts to increase student learning interest in social studies class VII at SMP Negri 3 Kedungwaru Tulunggung use 3 techniques, namely: Using learning methods such as lecture methods, group discussions, diagnostic assessments and skills training methods. The second uses the map learning model, collaborative learning, contextual learning. Third Use learning media such as: Interactive PPT, audio media, picture media and map and globe media. Supporting factors for Social Studies teachers in increasing student learning interest in Social Sciences subject class VIII SMP Negeri 3 Kedungwaru Tulungagung namely: School programs, Facilities that support student learning include: Libraries, Classrooms, Laboratories and Classrooms. Obstacles and Social studies teachers' solutions in increasing student learning interest in social science subjects for class VIII SMP Negeri 3 Kedungwaru Tulungagung can be grouped into two factors, namely internal factors and external factors. Internal factors come from within the students themselves, external factors consist of teachers, parents, peers. The solution to overcome these obstacles is to provide motivation.

Nada Awalyah Ahmad; Baharullah Baharullah; Hamdana Hadaming

Konstanta : Jurnal Matematika dan Ilmu Pengetahuan Alam 2023 International Forum of Researchers and Lecturers

The formulation of the problem in this study is whether the guided discovery method assisted by learning media can improve mathematics learning outcomes in fourth grade students at SDN 14 Turatea. The purpose of this study was to improve mathematics learning outcomes through guided discovery methods assisted by learning media in fourth grade students at SDN 14 Turatea. This type of research is Classroom Action Research (PTK) which is carried out in two cycles. The subjects in this study were 17 grade IV students at SDN 14 Turatea in the 2022-2023 academic year. Research procedures include planning, implementation of action, observation and reflection. The results showed that in the first cycle of students who completed individually only 10 people or 59% and the average score obtained was 69. Meanwhile in the second cycle where out of 17 students there were 14 people or 82.35% had fulfilled the KKM and the average score -the average obtained was 81.76. Based on the results of this study, it was concluded that the application of the guided discovery method assisted by learning media can improve student learning outcomes in class IV SDN 14 Turatea.

Erwin, Erwin; Ariani, Farida

Jurnal Komunikasi Pendidikan 2023 Universitas Veteran Bangun Nusantara

The impact of online learning during the COVID-19 pandemic has significantly affected the activities, psychological conditions, and behavioral changes in adult learners, with technology-based learning becoming increasingly widespread in higher education institutions. Both professors and students have adapted to engage in distance learning interactions, including those at the Faculty of Tarbiyah, Islamic Institute of West Sumatra, who have become familiar with utilizing virtual classes through collaborative learning methods. This research aims to analyze the influence of implementing virtual classes with collaborative learning methods, student engagement, and the challenges faced by students in online learning on learning outcomes. The research method employed is a mixed-method convergent parallel design, involving the collection of both qualitative and quantitative data. Qualitative data analysis uses descriptive analysis, while quantitative data is analyzed using a cross-sectional study design. The research findings indicate that student learning through virtual classes at the Faculty of Tarbiyah, supported by platforms like Google Classroom, WhatsApp, and Zoom Meetings, has been effective and has positively impacted students' learning achievements. The challenges encountered by students and professors during online learning include technology mastery, cost, smooth communication, interactive success, internet signal, and time management. For the faculty members of Tarbiyah, it is recommended to conduct online learning based on virtual classes, involving various integrated platforms such as Google Classroom, WhatsApp, and Zoom Meetings. Additionally, preparing a comprehensive online learning guide with solutions to handle technical issues would be beneficial. This research contributes to the education field by providing insights into effective online learning practices and highlighting the challenges that need to be addressed to improve the overall learning experience.

Mardiah Astuti; Herlina, Herlina; Ibrahim, Ibrahim; Miftahur Rahma; Siska Salbiah +1 more

Concept: Journal of Social Humanities and Education 2023 Sekolah Tinggi Ilmu Administrasi Yappi Makassar

This article on Optimizing the Utilization of Technology in Islamic Education was written with the aim of forming good morals and morals in individuals. This study was conducted using two methods, namely a qualitative survey and literature review through a review of previous studies whose subject matter is of course related to the title of this article. Character education is very important for someone, because good character will form a good and moral person. Character learning naturally forms a person's character based on what is learned, so that the character remains in it and even forms an identity in the future. In the current era of modernization, character education can be achieved through Islamic learning. So that someone even though living in the era of globalization can preserve Islamic values ​​that are rooted within him.

Kiki Rezeki Amelia; Fadli Syahputra

Pandawa : Pusat Publikasi Hasil Pengabdian Masyarakat 2023 Asosiasi Riset Ilmu Pendidikan Indonesia

Clean and Healthy Living Behavior is a set of behaviors that are carried out based on awareness as a result of learning that enables a person or family to help themselves in the health sector and play an active role in realizing personal and family health. the implementation of PHBS in households is the responsibility of every household member. According to Basic Health Research (Riskesdas) in 2013, the proportion of households that met PHBS criteria was 32.3%. The purpose of this education is to increase the knowledge of housewives about problems with PHBS. The methods used in this counseling are pre-test and post-test using questionnaires and question and answer lectures. The results of the pre test for housewives who were present at the extension activities were in the low category (18%) and after being given knowledge counseling the respondents were in the high category (81%). The conclusion regarding this counseling is that there is a very significant increase in knowledge of the respondents before being given education with after being given counseling about PHBS.

Anisa Indriyani; Pramesti Regita Sari; Qanita Alifatul Azzahra; Sri Hartini

Sejahtera: Jurnal Inspirasi Mengabdi Untuk Negeri 2023 Universitas Maritim AMNI Semarang

Early childhood is the age of the child which is very decisive for the formation of a person's character, personality, intellectual and moral. So, parents must be able to maximize the provision of positive stimuli to children during their golden age. There are many ways that can be done in cultivating character and morals, one of which is storytelling. In a fairy tale, it usually contains elements of education, norms, various emotions and characters. Therefore, storytelling is an effective way of instilling morality in children, fostering creativity in children, increasing vocabulary in children, and increasing imagination in children. The method in this service is storytelling. Informants or subjects in this service are the early childhood children of TPQ At-Taqwa Ar-Rohmah Pracimantoro Mosque. The result of this dedication is to provide fairy tales to early childhood to teach a variety of emotions and characters for inculcating morals in early childhood. The conclusion from the dedication carried out by the resource persons can be explained that storytelling is an effective learning method for conveying moral messages to early childhood, because at their age, they have broad imaginations and tend to like fun learning methods, so they don't get bored quickly . By storytelling, instilling morals in early childhood is also easier.

Taufix Hidayatullah; Idris Supriadi; Devaron Suardi; Rihatul Jannah; Muhammad Purkon +2 more

Sejahtera: Jurnal Inspirasi Mengabdi Untuk Negeri 2023 Universitas Maritim AMNI Semarang

The rapid development of the times, the revolution has changed many things that must be kept, not to be ignored. Traditional games that are full of cultural and ethnic values, even those that are useful for the best development of children. Modern games that are considered more realistic and even more personal are preferred by children, must be exposed to better motoric and cognitive games. In this study, the theory used is Herbert Spencer's cultural theory which considers that people and culture experience changes at certain stages from simple to complex forms. In addition to the concept of children's motor development according to John Piaget, who has found that games will train children's cognitive abilities better. This research is to see how the existence of traditional games influences the development of children today. This study uses qualitative methods to see how children make traditional games into modern games for children's motoric and cognitive development. As a result, children who do traditional games have much more developed abilities and character. The role of parents and teachers Traditional games that hold meaning and tradition are also important to be preserved. The results of the research itself can be concluded in the game Gobag Sodor there are cultural values that have been applied in the game and there are components of physical conditions that exist in learning at school and in college, such as agility, speed, coordination, strength and balance.

Meidy Adelina Lumban Toruan; Edy Surya

Jurnal Riset Rumpun Ilmu Pendidikan 2023 Lembaga Pengembangan Kinerja Dosen

A This study aims to determine: (1) the effect of Blended Learning models towards Mathematical Student’s Problem Solving Abilities and Self-Regulated, (2) the improvement of student’s mathematical problem solving and self regulated learning (3) the advantages of the advantages and disadvantages of blended learning model. This type of research includes descriptive qualitative research using library research methods. The data in this study were obtained from a collection of literature such as theses and journals that are relevant to the topic of discussion, namely Mathematical Student’s Problem Solving Abilities And Self-Regulated. The results show that, 1) Blended Learning Model has a great effect on students' problem solving abilities based on the overall effect size calculation which produces an average effect size of 1.56 where this number is included in the high category and Blended Learning Model has a great effect on student’s self-regulated based on the overall effect size calculation which produces an average effect size of 1.73  2) There is an increase in  mathematical the student's problem solving abilities and self-regulated learning that are taught through blended learning models. This can be seen from the achievement of N-Gain value and indicators in the experimental class in the literature which is generally better than the control class. 3) Based on the analysis, it was found that the advantages and disadvantages of blended learning. it can be obtained that the advantages of blended learning models as follows: (a) Learning is more effective and efficient, (b) Improve accessibility. with blended learning, it is easier for learning participants to access material learning. and disadvantages of blended learning is Not evenly distributed facilities owned by students, such as computers and internet access. Even though blended learning requires adequate internet access, if the network is inadequate it will make it difficult for participants to take part in independent learning via online.

Laviana Aunil Malik; Binti Maunah

Journal of Creative Student Research 2023 Pusat Riset dan Inovasi Nasional

Teaching and learning activities are basically a process of communication carried out between teachers and students, in which both of them exchange ideas. aims to increase students' interest in learning, and to explore this matter more deeply, the researcher formulates the research focus as follows: 1) How is the interest in learning social studies for class VIII students at MTs Miftahul Huda Ngunut Tulungagung, 2) What are the steps for using animated video media in learning, 3) What are the implications of applying animated video media? This research is a research using descriptive qualitative research methods. The location of this research is MTs Miftahul Huda Ngunut Tulungagung. The results of the study are as follows, 1) Students' interest in social studies learning is influenced by the classroom atmosphere and the learning media used. 2) The use of learning media is very necessary in every lesson, 3) The use of animated videos in learning, 4) As a teacher, you have to be creative and innovative. 5) The use of video animation is able to overcome the limitations of the senses, space and time. 6) Animated video media can motivate students to increase student learning interest. 7) The teacher's attention to students with different abilities, both more and less, is of course different, so that all of their students are able to be equal and complete learning well according to the lesson plan standards.

Muliatno Muliatno

Jurnal Yudistira : Publikasi Riset Ilmu Pendidikan dan Bahasa 2023 Asosiasi Riset Ilmu Pendidikan Indonesia

Teaching Arabic in Indonesia often faces linguistic and non-linguistic problems that must be resolved immediately. Linguistic problems, such as phonetics, morphology, and structure, while non-linguistic problems, include learning motivation, learning tools, teaching methods, study time, and learning environment. Language learning problems vary according to the age of the learner and the learning environment. This article reveals the problems of teaching Arabic in Indonesia.

Asep Soegiarto; Abdul Kholik

Pandawa : Pusat Publikasi Hasil Pengabdian Masyarakat 2023 Asosiasi Riset Ilmu Pendidikan Indonesia

In this article, we are introducing a new community engagement initiative that aims to train vocational school teachers in creating impactful learning podcasts. The goal of this training is to equip educators with the necessary skills to develop dynamic audio content that combines visual and textual elements, resulting in interactive learning experiences. Throughout the program, participants will explore scriptwriting, recording techniques, and post-production editing, all while learning how to effectively integrate multimedia components to enhance student engagement and comprehension. By offering practical exercises and expert feedback, this initiative empowers educators to adapt their teaching methods to the digital age, ultimately enhancing the quality of vocational education. This training bridges the gap between traditional teaching methods and modern learning preferences, and promotes an enriched educational environment while nurturing the growth of educators as innovative pedagogical influencers.

Netti Herawati

JURNAL PENELITIAN SISTEM INFORMASI 2023 Institut Teknologi dan Bisnis (ITB) Semarang

In this study, computer learning for young children in TK Muslimat Nahdatul Ulama Kota Palembang is described. The study takes a qualitative approach while using the descriptive method. The study's informants were computer teachers. In order to collect data for this study, observational methods, interview methods, and documentation methods were used. Data triangulation techniques are utilized for data analysis. Children's computer education at TK Muslimat Nahdatul Ulama Kota Palembang has produced successful results. Children are offered computer learning materials by their teachers, which progress from the easiest to the most challenging. To make it easier for kids to acquire computer information, teachers employ a variety of computer learning techniques, including cooperative ways, tutorial methods, demonstration methods, training methods and practice, and game-based learning. In its implementation, there are still obstacles faced by children’s, teachers, and computers used.