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This type of research is Pre-Experiment Design research which aims to determine the effect of implementing the flipped class learning model on the learning outcomes of IPAS CHAPTER II Topic B in class IV UPTD SDN Keleyan 1 Bangkalan and the sample consists of one class IV UPTD SDN Keleyan 1 which was selected using techniques purposive sampling. The data collected consists of data on student learning outcomes. The data collection technique used is a test, where the test consists of 10 pretest and posttest multiple choice questions with data processing techniques of normality test, homogeneity test, and hypothesis test using the SPSS program version 25. The research results show that There is a positive and significant influence of the flipped class learning model with the help of YouTube, Viedo and teacher learning media on the learning outcomes of. This can be seen from the numbers obtained from the pretest observation scores of 45% complete and 50% incomplete before treatment was given. Meanwhile, after being given treatment in the very good category, 36% completed, and 63% did not complete and experienced a change in category in the very good posttest, as much as 68% included completeness of student learning outcomes.  

Abstract.Network anomaly detection is a situation that occurs in network traffic that causes conditions to become abnormal. This research aims to analyze the performance of various machine learning algorithms in network anomaly detection and compare the performance of single classifier algorithms with ensemble learning. This ensemble learning technique has advantages such as increased accuracy and performance, can reduce the risk of overfitting and underfitting by using different subsets and features of data, and can turn weak learning into strong learning. However, on the other hand, this ensemble learning technique also has disadvantages in its use, namely that this ensemble method may not work well with high variance models, as the ensemble method may not be optimized for anomaly detection and that this method can be computationally expensive and time consuming due to the need to train and store multiple models. Some of the techniques used are deep learning, eager learning, lazy learning, bagging, feature selection, boosting, and stacking. In addition to this, this machine learning algorithm has weaknesses, including if any of the data used is incomplete, it will result in inaccurate completion data, making the programming process quite time-consuming. This research can help develop a more effective and efficient network anomaly detection system. The results of this research show that using ensemble learning and feature selection techniques can improve anomaly detection performance by reducing the processing time of redundant data and classification, as well as increasing precision values.    

This research aims to produce a mobile learning media product using an articulate storyline application on human circulatory system material that is feasible and can be used by students at SMA Negeri 1 Amurang. Mobile learning media using the articulate storyline application is needed by school teachers to help during the learning process. This type of research is Research and Development / R&D development research using the ADDIE model. This model, as the name suggests, is Analysis, Design, Development, Implementation and Evaluation. The test instrument in this research is the product validity results from material and media experts. The data analysis techniques used are qualitative and quantitative approaches. The results of this research: 1) Development of mobile learning media using the articulate storyline application on the circulatory system material. 2) The quality of mobile learning aids on human circulatory system material is excellent. The assessment results from learning material experts obtained a feasibility percentage score of 85% for the very valid category. The assessment results from learning media experts obtained a feasibility percentage score of 89.9% for the very valid category. The response of students in class XI MIPA was in the perfect/exciting criteria with a percentage of 87.5%. It was concluded that the mobile learning media using the articulate storyline application on the circulatory system material at SMA Negeri 1 Amurang is very suitable to be used as a source of teaching material in the learning process.

The role of the teacher is a person who occupies a position and plays an important role in the world of education. Teachers act as mentors in their duties, namely educating. Catholic religious teachers in their duties and roles carry out multiple missions, namely as preachers and educators. As a preacher, a Catholic religious teacher takes part of the prophetic task of proclaiming the news of God's Salvation. While as an educator, the task of PAK teachers is to lead students to maturity both physical maturity and spiritual maturity. the research used in this study is descriptive qualitative, with the aim of analyzing how the role of PAK in the education of faith and character of children at school with data analysis techniques using the Miles and Huberman model. The emphasis of Catholic religious teacher education leads to three aspects, namely knowledge, skills, and attitudes that occur in the teaching and learning process systematically. So that character education is expected to be able to form a generation whose existence provides the widest possible benefit to the surrounding environment. Character education in essence is to form a nation that is resilient, competitive, noble, moral, tolerant, mutual cooperation, political spirit, dynamically developing, science and technology oriented, all of which are imbued with faith and piety to God Almighty based on Pancasila.

Study this own objective for reveal influence Ability Personal Adjustment (X1), Thinking patterns (X2), Motivation Learning (X3), and Independence Learn (Y) as intervening variable against Academic Achievement (Z). Study This designed with approach quantitative To use analyze connection variable free to variable bound or connection causal. Analysis model pattern connection between variable use analysis path (path analysis). Population in study This is Students of the Administrative Education Study Program The offices of the Class of 2020 and 2021, Faculty of Economics, Jakarta State University, were 174 respondents. Taking samples used technique Saturated Sampling and obtained maximum 174 respondents. For explain connection in a way direct between X1, X2 and X3, and Y against Z with analysis regression double as well as Outer Model use calculation of Convergent Reliability, Discriminant Validity, Composite Reliability, Cronbach's Alpha, and Inner Model with calculation of T statistics, R-square, f-square, and VIF with the help of SmartPLS (Partial Least Square) software version 4.0.9.3. Conclusion of study this is (1) ability adjustment self-influential to independence learn, (2) pattern think influential to independence learning, (3) motivation Study influential to independence learning, (4) independence Study influential to performance academic students, (5) ability adjustment self No influential to performance academic students, (6) motivation study influential to prestation academic students, (7) ability adjustment self with independence Study no influential to performance academic, (8) pattern think with independence Study influential to performance academic, and (9) motivation Study  with independence Study influential to performance academic.

This study aims to develop Busy Book learning media on the material of the digestive system of ruminants for grade V elementary school. This research is a development research using the ADDIE model which consists of five stages (analysis, design, development, implementation, evaluation). The subject of this study consisted of 25 students. The results of the research that has been carried out show that the Busy Book media on the material for the digestive system of ruminants for class V elementary school fulfills the validity indicators, namely a) the results of validation from the material expert validator obtain a score of 95%, material expert 2 obtains a score of 92.5% while media expert 1 get a score of 85%, media experts 2 get a score of 95% with a very valid category. b) the response from the students obtained a percentage of 86.2% in the very good category. c) the learning outcomes of students obtain a percentage of 84% with complete criteria. based on this description, the learning media and material contained in the media developed by researchers can be used in the learning process.

Asmaranur Modeling School is a modeling school in Pekanbaru, which was founded by the owner and trainer, Irvan Asmara, on February 1 2020 under the auspices of CV. Asmaranur Persada Sejahtera. AMS Modeling School is the first modeling school that provides learning not only about the catwalk but also education in forming personality such as attitude, public speaking, personal branding, and responsibility. This research aims to find out the Marketing Communication Strategy of Asmaranur Modeling School Pekanbaru through Instagram Social Media. The method in this research used a case study with a qualitative approach and purposive techniques which included interviews, observation, documentation. The informant subjects in this research consisted of 3 informants, namely Irvan Asmara as the owner and instructor, Bima Sakti as the content creator, Wildatul Muslimah as a student who had been registered at AMS for a long time. This research uses New Media theory and the concept of The Circular Model of Some created by Regina Luttrell which has 4 stages, namely share, optimize, manage, engage. The results of this research are that Asmaranur Modeling School Pekanbaru chose the social media Instagram based on the increasing number of social media users and in accordance with Asmaranur Modeling School Pekanbaru's target market, namely young people and adults who are active on Instagram social media. Before posting content, collect photo/video ideas. Asmaranur Modeling School Pekanbaru's Instagram social media is managed directly by Irvan Asmara as the owner and trainer, easily responding to comments from followers, and making it easy to repost tagged posts from me personally, students who take part in activities at Asmaranur Modeling School Pekanbaru. To build engagement with consumers or followers, Asmaranur Modeling School Pekanbaru also creates events and sponsors other important events.

The purpose of this research is to determine the influence of learning motivation and style in learning on learning outcomes. The type of research that will be carried out is using quantitative research methods with descriptive analysis. Data collection was carried out through a questionnaire which was measured using a Likert scale from one to five for 100 respondents with the criteria being students aged 18-22 years. The data analysis technique that will be used in this research is the Outer Model with calculations of Convergent Reliability, Discriminant Validity, Composite Reliability, Cronbach's Alpha and Inner Model with T statistics, R-Square and VIF calculations using SmartPLS 4 tools. The results of the research show that learning motivation influences learning achievement because of the accuracy factor in collecting assignments, this has high motivation. Learning style has no effect on learning achievement because it is caused by the very minimal study time that students spend. Apart from that, learning motivation and learning style together influence student learning achievement.    

The purpose of this research is to find out how the influence of the Team Assisted Individualization (TAI) type cooperative learning model on students' mathematics learning outcomes in class VII algebra form material at UPTD SMP Negeri12 Pematang Siantar. The approach taken in this study is a quantitative approach. The instruments used in this study were questionnaires (questionnaires) and learning outcome tests. Data analysis techniques use prerequisite tests, namely normality tests and linearity tests. To test whether Team Assisted Individualization (TAI) type cooperative learning models affect learning outcomes, a simple linear regression test was used. From the simple linear regression test performed, the regression equation Y = 8.804 + 0175.X which can be interpreted as every addition of 1% of the questionnaire value will cause an increase in learning outcome test scores of 0.175. It can be seen that the value of the regression coefficient is greater than 0 (positive value), so there is a positive influence between variable 50,8%.

This research is research and development (R&D) which aims to develop negotiation text teaching materials through LKPD assisted by the Power Director Application for Class X YPIS High School students. Maju Binjai which is valid. The development model used is the Borg and Gall model, where in this research the researcher limits development to the development stage. From the stages that have been carried out, the results obtained are that students at YPIS Maju Binjai High School are very interested in using products in learning. "Development of Student Worksheets (LKPD) for Negotiation Texts Assisted by the Power Director Application for Class X YPIS High School Students. Maju Binjai” The research results show that the research results “are included in the “very feasible” category. Presentation of LKPD with material validation score of 83.6%, media 93.3%, teacher assessment 97.5%, student response 86.71%. So the percentage obtained is included in the "very feasible" category, which means "valid" to be used as an LKPD for negotiation texts.

This research aims to determine the influence of learning independence, learning motivation and social support on the learning outcomes of Office Administration Education Students for the 2020/2021 Academic Year, Jakarta State University. The population in this study were Office Administration Education Students for the 2020/2021 Academic Year, Jakarta State University. The research sample was taken from 101 respondents. The research method used is quantitative. SmartPLS (Partial Least Squares) is used to calculate data analysis in this research. The Outer Model includes Convergent Reability, Discriminant Validity, Composite Reability, and Cronbach's Alpha calculations, while the Inner Model includes T-statistics, R-Squares, F-Squares, and VIF calculations. The findings of this research state that: 1) learning independence has a positive and significant influence on learning outcomes, 2) learning motivation has a positive and significant influence on learning outcomes, 3) social support has a positive and significant influence on learning outcomes, 4) learning independence , learning motivation and social support simultaneously influence the learning outcomes of students in the Office Administration Education Study Program for the 2020/2021 Academic Year, Jakarta State University.

The problems that occur are low activity, speaking skills, and learning outcomes in Indonesian language content. The aim of this research is to describe educators' activities, analyze students' activities, speaking skills and learning outcomes. The approach used is qualitative with the PTK type of research carried out in 4 meetings and the subjects studied were class IV students at SDN Antar Baru 1 Marabahan. The results of this research show that the teacher's activities received a score of 100 with the criteria "Very Good". Student activity increased to 100% in the "All Active Students" category. Students' speaking skills increased to 100% with the criteria "All Students Are Skilled". Student learning outcomes increased by 100%. Based on the results of this research, it can be concluded that using the PROLOG model can improve activity, speaking skills and learning outcomes.

The purpose of this research is to determine the development of reading interest in Shiva between classes, in student research through the application of the Project Based Learning (PjBL) model. The population used is all 3D class students at SDN I Surabaya. The instrument in this study uses quantitative descriptive analysis techniques by means of tests containing short stories to calculate the activeness of reading interest or understanding of students. The results showed that the interest in reading for 3D class students was quite good. Because during the Project Based Learning implementation activity, 3D class students were very active and familiar with the material about short stories that I had given.

The purpose of this study is to catalogue the art and music culture education approaches that are in use at SMA Negeri 2 Lubuk Basung. Aspects such as learning objectives, learning materials, methods, musical instruments, learning processes, and evaluation are examined in the musical arts learning activities. The participants in this qualitative descriptive study are SMA Negeri 2 Lubuk Basung eighth-grade students. The researcher assumes the role of the research instrument, supplemented by auxiliary tools such as mobile phones, cameras, and stationery. Data collection was conducted through a systematic review of pertinent literature, observation, interviews, and documentation. Data collection, data classification, data clarification, data analysis, data description, and data conclusion are all components of data analysis techniques. The findings of the study indicate that the teaching modules in the independent curriculum do not provide comprehensive guidance for learning planning, which is influenced by various conditions. Research findings indicate that music culture instructors at SMA Negeri 2 Lubuk Basung have implemented music arts learning strategies consisting of five stages: learning preparation strategies, learning management strategies, strategies for utilising learning media, strategies for implementing model methods and learning approaches, strategies for motivating students, and strategies for evaluative purposes. The purpose of this study is to catalogue the art and music culture education approaches that are in use at SMA Negeri 2 Lubuk Basung. Aspects such as learning objectives, learning materials, methods, musical instruments, learning processes, and evaluation are examined in the musical arts learning activities. The participants in this qualitative descriptive study are SMA Negeri 2 Lubuk Basung eighth-grade students. The researcher assumes the role of the research instrument, supplemented by auxiliary tools such as mobile phones, cameras, and stationery. Data collection was conducted through a systematic review of pertinent literature, observation, interviews, and documentation. Data collection, data classification, data clarification, data analysis, data description, and data conclusion are all components of data analysis techniques. The results of the research suggest that the instructional modules within the self-directed curriculum fail to offer exhaustive direction for the process of learning planning, which is subject to a multitude of factors. Research findings indicate that music culture instructors at SMA Negeri 2 Lubuk Basung have implemented music arts learning strategies consisting of five stages: learning preparation strategies, learning management strategies, strategies for utilising learning media, strategies for implementing model methods and learning approaches, strategies for motivating students, and strategies for evaluative purposes.

The aim of this research is: to determine efforts to increase student learning activity through guided inquiry in science subjects in class V of SD Negeri 0119 Banjar Raja. Learning will be meaningful if learning activities are designed to foster student learning activity. The results of observations in class V of SD Negeri 0119 Banjar Raja show that student learning activity in science subjects is still low. This research aims to increase students' active learning through guided inquiry in science subjects in class V of SD Negeri 0119 Banjar Raja. This type of research is collaborative classroom action research. The subjects in this research were 40 class V students at SD Negeri 0119 Banjar Raja, consisting of 20 male students and 20 female students. This research design uses the Kemmis and Mc Taggart (1988) model. Data collection methods through observation, documentation and interviews. Data analysis techniques were carried out descriptively qualitatively and quantitatively. The research results showed that student learning increased after being given learning actions using the guided inquiry strategy. Students' activeness in answering questions increased after providing feedback from the teacher. Students' activeness in proposing hypotheses increased after guidance from the teacher. Student activity in collecting data is carried out by providing opportunities to make maximum use of learning resources and search for various information in solving problems. Students' active learning in processing data increased after guidance and additional time given by the teacher. Student activity in solving problems increased after giving worksheets to each student. Student learning activity in science learning using guided inquiry in class V of SD Negeri 0119 Banjar Raja increased by 25%, namely in cycle I of 54.17% (13 students) to 79.17% (19 students) and was included in the very high category. The actions in this research were stopped and said to be successful in cycle II because they had reached the success criteria.  

This research was conducted at SMPN 03 Sungai Pua which was motivated by several problems, which the authors found in class VIII SMPN 03 Sungai Pua. Where in the learning process there is a lack of student activeness in PAI learning, the learning process only uses the lecture method and there are no interesting methods used in learning, learning is still teacher-centered which causes students to tend to be less active, and there are still many Grade VIII students who have not received maximum learning outcomes so that the quality of learning must be improved again. This research is a quantitative experimental research. This research is located at SMP Negeri 03 Sungai Pua. The population in this study amounted to 54 students. The sampling technique used is the random sampling technique. The instruments used in this study were questionnaires and documentation. Based on the results of the research that has been done, it shows that there is an influence of the make a match type of cooperative learning model on the activeness of students' PAI learning at SMP Negeri 03 Sungai Pua.  

In this research the author tries to highlight the factors that influence the thinking model of the Islamic education system. For the author, the central issues are management, finance, quality and education. Apart from that, in this research the author used qualitative research methods. These approaches are described in more detail and classified according to research conditions. Apart from that, the author also uses library research methods. The results of this research show that: Educational financial management influences the quality of general education. The results of this research show that fund management is a process of optimizing existing funding sources, allocating existing funds and allocating them in the form of facilities and infrastructure to support the learning process in order to create a learning process that is much more effective, efficient and better. To achieve quality learning, education costs must be managed optimally and optimally. Therefore, educational financial management steps must be considered and made a top priority.

This research aims to ensure accuracy, ease of use, and effectiveness in the learning module development process which aims to increase understanding of the content of the 1945 Constitution of the Republic of Indonesia (UUD 1945). In this research, research and development (R&D) methods are used using the ADDIE development model, namely analysis, design, development, implementation, and evaluation. In the research results, it is known that the results of expert validation of teaching materials obtained a score of 96% and validation of material experts obtained a score of 91%. In the practicality results obtained from the response questionnaire to teachers and students after using the teaching modules used, the practicality results for teachers were 94% and students were 98%. In the results of its effectiveness by giving evaluation questions to class X students, an average of 83.7 was obtained, while the KKM for class The results of this research show that the learning module that has been created meets the third evaluation standard, namely validity, ease of use, and effectiveness.

This research began with problems in science learning in class IV of SD Inpres Koperapoka II where the majority of students had difficulty understanding science learning material, so that the learning outcomes obtained by students were low. Therefore, to improve student learning outcomes in science learning, a discovery learning model assisted by image media is used for fourth grade students at SD Inpres Koperapoka. This research is classroom action research (PTK) using a qualitative approach. This research was carried out on fourth grade students at SD Inpres Koperapoka II with a total of 24 students. The instruments used to collect data are observation sheets, documentation and learning outcomes tests. The data obtained in the research was analyzed using qualitative and quantitative data analysis. This research was carried out in two cycles and each cycle consisted of one meeting. The results of research from each cycle that has been carried out using the discovery learning learning model assisted by image media show an increase in both the learning process and student learning outcomes. This can be seen from students' achievements in learning, where in cycle I the average score obtained by students only reached 70.8% completeness with an average student score of 68.75, while in cycle II showed quite a high increase with completeness reaching 87.5% and the average student score is 82. Thus it can be concluded that the use of the discovery learning learning model assisted by image media can improve student learning outcomes in science learning in class IV of SD Koperapoka II.  

This research aims (1) to determine student learning outcomes in the science subject style material in class IV of SD Negeri 0105 Sibuhuan Julu. (2) To determine the increase in student learning outcomes by using the talking chips learning model in the science subject style material in class IV of SD Negeri 0105 Sibuhuan Julu. The type of research used is classroom action research (PTK) which consists of 2 cycles, each cycle consisting of planning, implementation, observation and reflection. The data sources in this research were divided into two, namely (1) primary data from class IV participants at SD Negeri 0105 Sibuhuan Julu, (2) secondary data namely class IV teachers at SD Negeri 0105 Sibuhuan Julu. Data collection techniques in this research were obtained through interviews, observation, written tests and documentation. The data analysis technique in this research is a qualitative data analysis technique. Based on the research results, it can be concluded that: (1) Student learning outcomes before using the talking chips learning model in the science subject style material in class IV of SD Negeri 0105 Sibuhuan Julu obtained Minimum Completeness Criteria (KKM) data for 8 students with a percentage of 30 .67% and there were 19 students who had not reached the KKM with a percentage of 73.33%. (2) Student learning outcomes before using the talking chips learning model in the science subject style material in class IV of SD Negeri 0105 Sibuhuan Julu, Barumun District, Padang Lawas Regency, obtained action data for cycle I which had reached the Minimum Completeness Criteria (KKM) for 16 students. with a percentage of 53.33% and those who have not yet reached the KKM are 14 students with a percentage of 46.67%.. Cycle II actions that have reached the Minimum Completion Criteria (KKM) are 23 students with a percentage of 90% and there are 3 who have not reached the KKM students with a percentage of 10%. It can be concluded that the talking chips learning model can improve the learning outcomes of fourth grade students at SD Negeri 0105 Sibuhuan Julu.