Publication Search

The rapid spread of infectious diseases remains a major global health threat, and early detection is vital to minimize their impact. This research investigates the role of predictive modeling using big data in the early detection of infectious disease outbreaks. The primary objective of this study is to assess the effectiveness of big data systems in forecasting potential outbreaks and the implications of these forecasts for public health systems. The study employs machine learning-based predictive models to process large health datasets, including electronic health records, sensor data, and social media information. The results demonstrate that the predictive model achieved an accuracy rate of 87%, significantly surpassing traditional methods in terms of early detection. By integrating various data sources such as medical records, sensor networks, and real-time digital traces, the system is capable of providing more accurate, timely predictions, which can greatly improve the ability of public health authorities to respond effectively to emerging health threats. Furthermore, the application of big data in public health not only improves the speed of response but also enhances the allocation of resources, allowing for more targeted and efficient interventions. Despite these successes, challenges remain, particularly in relation to data quality, privacy, and regulatory issues, which could hinder the broader implementation of such systems. Thus, collaboration between government agencies, healthcare institutions, and technology developers is essential to overcome these obstacles and ensure the sustainable integration of big data into public health infrastructures. This research highlights the significant potential of big data to transform public health responses, offering valuable insights for future epidemic management strategies.  

This research used an experimental design, and the data were processed using SPSS version 25 for Windows, with a sample of 20 Grade V students. Data collection for this research used Pretest, Treatment/Action in the form of implementing the board game "Cultural Exploration of Panrita Lopi". After the action was completed, a Posttest was conducted to measure the students' reading comprehension skills once again. This data was used to compare the results before and after the intervention.The results of the research clearly show that there was a significant improvement in the reading comprehension skills of Grade V students at SDN 131 Bontobana after the implementation of the board game "Cultural Exploration of Panrita Lopi." This indicates that the game can be used as an effective learning tool in improving students' reading comprehension skills.This research can contribute to knowledge in the field of education and learning. Through this research, new information about the use of the cultural exploration game of Panrita Lopi in improving the reading comprehension skills of Grade V students can be collected and presented, thus helping to expand our understanding of effective learning strategies. This research can also provide a better understanding of the relationship between cultural exploration games and reading comprehension skills. The results of this research can be used to develop better theories and learning models that can be used by educators and researchers in the future.

This study examines the impact of blended learning on student engagement and academic achievement in secondary schools during the recovery phase of the pandemic. A quantitative research approach was employed, utilizing a comparative design to assess the differences between blended learning and conventional learning models. Data were collected through student engagement surveys and academic performance records from secondary school students exposed to both learning models. The results indicated that students in the blended learning model exhibited significantly higher levels of engagement across behavioral, emotional, and cognitive dimensions compared to those in the conventional model. Academic achievement was also notably higher in the blended learning group. Statistical analysis, including t-tests and linear regression, revealed a strong positive correlation between student engagement and academic performance. The study concluded that blended learning significantly enhances student involvement and performance, particularly when supported by adequate technological infrastructure and teacher preparedness. These findings suggest that blended learning should be integrated as a permanent strategy in post-pandemic education to support student success and engagement. The study also emphasizes the importance of continuous teacher training and technological support in maximizing the benefits of blended learning.

This research using the PTK (Classroom Action Research) method which aims to be able to find efforts to increase student activities through project-based learning models, to improve cognitive abilities and student learning interests. Learners are educational subjects considered active in shaping their chemistry learning achievement. The subjects this study is students of class XI IPA 2 SMA Dian Harapan Holland Village Manado. The focus of this research is the cognitive ability and learning interest of students. The results showed that the cognitive ability and interest in learning class XI IPA 2 SMA Dian Harapan Holland Village Manado there is an increase marked by an increase in the average score from cycle I to cycle III. There was also an increase in the activity of students. Therefore, the implementation of the Project Based Learning Model (PjBL) can provide a good and positive response for students.

The use of learning models can also be a factor that determines students' learning success. If the learning model used is appropriate, it can arouse students' interest in studying the material being taught in such a way that it influences the quality of learning outcomes. So the teacher must be able to create a learning model that creates a situation where the class of students can be active in the learning process. This research was carried out using the Classroom Action Research (PTK) method. Wardani & Wihardit (2018) stated that PTK is research conducted by a teacher in the class he teaches which aims to improve student learning outcomes. The subjects of this research were 36 students in class XI MIPA 3, consisting of 11 male students and 15 female students. P2K implementation is carried out in 2 cycles. The results of classroom action research using the Discovery Learning model with a scientific approach for two cycles, the results obtained are: First, the application of the Discovery Learning learning model with a scientific approach can improve students' science learning outcomes in class XI SMAN 9 Maros. Second, the application of the Discovery learning model Learning with an effective scientific approach can increase liveliness and activity in the teaching and learning process in accordance with observations of students' attitudes during the implementation of classroom action research in cycle I and cycle II.

This research aims to determine the influence of the Discovery Learning Learning Model on the Learning Outcomes of Class X.7 Students in Civics Subjects at UPT SMA Negeri 3 Maros. The research subjects were 36 students of class X.7 UPT SMA Negeri 3 Maros for the 2023/2024 academic year. This type of research is classroom action research, the steps of action planning, action implementation, observation-evaluation, and reflective analysis are recycled. Observation, testing, and documentation are used as data collection strategies. The study findings were examined qualitatively, the results of observations showed that there was an increase from cycle I to cycle II. This is proven in the analysis of the results of student discussion/question and answer, namely in cycle I the percentage of student understanding was 100% with an average score of 82. Meanwhile in cycle II it increased with the presentation of student understanding reaching 100% with an average score of 87. The results of these calculations can be It was concluded that there was a significant influence on the discovery learning model on the learning outcomes of Class X.7 students in Civics subjects at UPT SMA Negeri 3 Maros.

Learning models develop as technology develops. Nowadays teachers can no longer teach using conventional teaching methods only but they also have to use technology for teaching. The use of technology in teaching does not mean that you have to abandon old methods. However, combining the two could be a good alternative. One of the learning models is the hybrid learning or blended learning model. What is its application in teaching English courses at the Catholic University of Widya Karya Malang? This research explores the process of using hybrid learning in learning English at Widya Karya Catholic University Malang, especially in English subject . The method used in this research is a qualitative descriptive method, which provides an overview of the implementation of this learning method. It turns out that using this method provides many positive benefits both from the teacher's side and from the student's side.

This journal research aims to see the implementation of teacher perceptions in curriculum development. This research uses quantitative research by collecting structured data through measurement instruments such as questionnaires. From the results of observations through questionnaires or systematic observations regarding this curriculum change, first, this curriculum change has an effect on learning styles, for example, if previously teachers only relied on books and blackboards when teaching, now it is all digital and of course this also makes it easier for teachers to teach and makes it easier for students to receive material from the teacher and can also influence learning models or methods. Meanwhile, changes to the curriculum can improve the quality of education. With this curriculum change, there are also challenges faced by schools, one of which is that teachers need to be prepared to utilize technology effectively in the learning process and also how to implement it. So, in conclusion, this curriculum change is indeed important but must be adjusted to the curriculum and current developments. In accordance with research that the author observed, schools currently prefer the Independent Curriculum

This research aims to describe the implementation of the learning model project based learning in learning to write proposal texts for class XI students at SMA Negeri 8 Yogyakarta. This research is included in qualitative descriptive research. The subjects in this research were Indonesian language teachers and class XI students of SMA Negeri 8 Yogyakarta, even semester of the 2022/2023 academic year. The objects in this research are learning tools prepared by the teacher and proposal texts produced by class XI students at SMA Negeri 8 Yogyakarta. Data collection in this research was carried out by documentation and observation. The document in this research is the Learning Implementation Plan or Teaching Module. Furthermore, the observations in this research are participatory observations. Based on the analysis of planning, implementation and evaluation of learning, it was concluded that the project based learning model has been able to become a learning model that guides students' independence in learning Indonesian on the topic of activity proposal texts. With this independence, learning will be student-centered, so that the implementation of learning that focuses on new paradigm learning can be achieved optimally.

This article aims to analyze the Methods, Models, and Approaches to Evaluation in Islamic education. The research employs a literature review method, gathering data from relevant books, journals, and scholarly articles. Content analysis is used to classify the data, and evaluation is conducted to summarize and explain the findings. In the field of Islamic education evaluation, the evaluation models used encompass several approaches outlined by experts. These models include the Goal Oriented Evaluation Model, Goal Free Evaluation Model, Formative Summative Evaluation Model, and Countenance Evaluation Model. Additionally, evaluation methods in Islamic education involve both test and non-test techniques, with tests categorized into diagnostic tests, formative tests, and summative tests. Non-test techniques include rating scales, questionnaires, matching lists, interviews, observations, and life histories. The article also explains the approach to Islamic education evaluation from a learning perspective, covering formative evaluation, summative evaluation, and placement evaluation. This approach refers to the viewpoint on the evaluation process and provides a theoretical foundation for the implementation of appropriate evaluation methods.

The Cyber-Physical System is a key system in the implementation of the 4th generation industrial revolution. This system combines automation systems, electronics, internet networks and machine learning. The implementation of physical cyber systems in agriculture  is one of the long-awaited applications because it is the backbone of the implementation of  sustainable agribusiness systems. With this system precision agriculture and pervasive computing in agriculture can help stakeholders in agribusiness to enjoy various benefits optimally. One example of its application is a smart farming system that is conditioned to provide measurable and maximum yields without having to sacrifice soil nutrients because it is well monitored according to weather conditions.  In previous studies, several LoRa communication-based systems for monitoring local weather in a place and measurements of soil nutrient conditions have been carried out and displayed through the internet network. Monitoring and control systems on other agricultural models based on hydroponics and aquaponics have also been carried out for some types of crops. The results provide greater potential for wider application and in actual conditions in the agricultural industry. In this study, the integration of physical cyber systems with lora communication-based  agricultural monitoring and control nodes will be carried out more broadly by considering the local conditions under which the system is tested. In this case, the research will be carried out at the Research and Recreation Park, Telkom University and agrifarming industry partners as a model of actual application. The research findings show that the application of advanced sensor technology has improved the accuracy of weather measurements by up to 95%. Quantitative data collected from the new weather station showed a significant improvement in weather monitoring. Qualitatively, positive responses from stakeholders such as disaster management authorities and farmers were also noted. In conclusion, the development of this modern weather station supports the community's need for reliable weather information and is a step forward in addressing the challenges of climate change.

High Order Thinking Skill (HOTS) is a way of thinking for students at a higher cognitive level. This research aims to prove whether the implementation of HOTS-based learning has an impact in improving students' critical thinking skills in mathematics learning in elementary schools. The research method used is a literature review using the Google Scholar and Semantik Scholar databases for the 2020-2023 period. The HOTS-based learning model focuses on developing analyzing, evaluating and creating which refers to students' abilities in critical thinking. Based on the 8 selected articles, it shows that the implementation of HOTS learning in mathematics subjects can be implemented through learning models such as Game Based Learning or Digital Game Based Learning, teacher skills in implementing learning and developing assessments need to be considered. The application of HOTS learning is considered effective and able to improve students' critical thinking skills.

Stimulating Character Development and Independence in Early Childhood Through Entrepreneurship Activities at ADNI Islamic School Surabaya Kindergarten discusses the implementation of stimulating character development and independence in early childhood through Entrepreneurship activities at ADNI Islamic School Kindergarten Surabaya. This Entrepreneurship activity aims to stimulate positive character development and increase children's independence from an early age. By exploring business concepts practically, children are invited to develop creativity, critical thinking, perseverance and collaborate with each other. This research illustrates how the ADNI Islamic School Surabaya Kindergarten integrates the principles of Entrepreneurship into the curriculum, providing a learning experience that is more than just theory. Interactive and inclusive learning methods help children understand business values, responsibility and teamwork. The results of this program are expected to create children who not only have practical knowledge in business, but also foster positive attitudes, such as courage, perseverance, never giving up, and a responsible attitude. By utilizing Entrepreneurship activities as a means of stimulating character development and independence, research This notes the positive impact of this program on the formation of children's independent personalities. Analysis of research results and observations presents a clear picture of how these activities respond to the developmental needs of early childhood. Therefore, this research provides valuable insights for educators, parents and educational practitioners who are interested in developing comprehensive and relevant educational models to shape children's character and independence from an early age.

Every activity is bound to be presented with obstacles, this research describes the obstacles to the solutions suggested by the researchers. Based on the research results, extracurricular activities are divided into 2 (two) parts, namely mandatory and optional extracurricular activities. This is in the Minister of Education and Culture Regulation Number 63 of 2014 concerning extracurricular activities in educational units. One of the extracurricular activities that must be implemented at every level is the Scout Education extracurricular as implemented in the 2013 curriculum. Scout Education plays a role as a vehicle for complementary activities in the learning process with the aim of forming and developing student character. In the implementation of Scout Education extracurricular activities there are 3 (three) models, namely the Block Model, Actualization Model and Regular Model. This research method uses a descriptive qualitative method, namely the research results are presented descriptively.  

This research is motivated by the phenomenon of children's lack of ability to read the Qur'an in this age of technological development. Based on these problems, we were moved to conduct research at MI Al-Khoiriyah 2 Semarang where this Madrasah featured a program namely Tahsin al-Qur'an. The purpose of this research is first, to find out how the application of tahsin program to improve the ability to read the Qur'an class 1 MI Al-Khoiriyah 2 Semarang. Second, to find out the supporting and inhibiting factors of the implementation of the tahsin al-Qur'an program at Madrasah Ibtidaiyah. Third, to find out how the influence of tahsin program to improve the ability to read al-Qur'an of grade 1 students in Madrasah Ibtidaiyah. This type of research is qualitative research with observation and interview methods. The data source of this research is the interview result from the companion teacher of tahsin program of grade 1 of Madrasah Ibtidaiyah Al-Khoiriyyah 2 Semarang. The results of this study indicate that the application of the tahsin program at MI Al-Khoiriyah 2 Semarang has a significant influence on improving children's ability to read the Qur'an from an early age. In the learning process the teacher uses the reading and listening method. The teacher also models the correct reading and justifies the wrong reading to the students.

Quality education requires a quality learning process. Quality learning is certainly designed in learning activities that use learning methods that are in accordance with the eyes taught by the teacher so as to assist the teacher in giving directions so that students can understand the content delivered by the teacher. In reality, education in Indonesia has decreased the quality of learning in the context of an independent curriculum. There are research findings called learning loss and learning gap devices in this problem. So it is expected that subject teachers must be able to restore the declining level of learning quality.  So researchers use a problem-based learning model. Where this problem-based learning model can solve problems and increase students' knowledge. The purpose of the study was to analyze the implementation of problem-based learning in improving the quality of PPKn learning at SMP Negeri 19 Malang. The method used in this research is qualitative case study method. Data collection techniques based on observation, interviews and document research. The result of this study is the application of the ICT-assisted problem-based learning model showing that a significant change because students are directed to examine problems in learning activities using problem-based teaching methods that have a positive impact on student achievement outcomes. Based on the results of the research, researchers can conclude that the application of ICT-assisted problem-based learning models in class VIII PPKn subjects of SMP Negeri 19 Malang students can solve problems in groups given by teachers.

The aim of this research is to gain a general understanding of how learning is implemented. At Al MAdina Islamic Elementary School Semarang, Indonesia, class IVA students took part in a simple experiment on the photosynthesis process using a quantum learning model to improve learning outcomes. Classroom action research (PTK), a form of research consisting of four stages: planning, implementation, observation and reflection, is a stage in each cycle. The research was carried out in two cycles, with one meeting each cycle. Student worksheets were used to collect research data. Quantitative and qualitative analysis methods are used in the data analysis process. Based on learning results, it can be seen from the pre-cycle that 14% of students completed and 86% of students did not complete. Cycle I obtained 61% completeness and 39% incomplete. Meanwhile, in cycle II, reflection was carried out so that there was an increase from cycle I with completion achievements of 93% of students completing and 7% of students not completing. By applying the Quantum Learning model in simple experiments using games, it can make students happy in participating in learning so that it can improve student learning outcomes in science subjects, especially photosynthesis process material in class IVA at Almadina Islamic Elementary School, Semarang.

This research is motivated by a number of problems, namely the implementation of problem-based learning models in PAI subjects at SMP N 01 Sungai Aur has not been maximally implemented, because it is constrained by the time spent in the teaching and learning process, resulting in some students not understanding the material being taught or requiring reinstatement of the material. The type of research used in this study is using qualitative research. The key informant in this study was the PAI teacher at SMP 01 Sungai Aur, namely Ibuk Asniyan Warti S.Pd. The key informants in this study were students of SMP 01 Sungai Aur who took part in the lesson. The data collection technique is by using documentation, observation, and interviews. The drawback of this model is that it takes a long time for children to get used to it. This PBL model uses many complex techniques for children to understand.

The purpose of carrying out this research is to find out: (1) The steps for implementing individual guidance by the principal for teachers to increase teacher work productivity at SMP Negeri 3 Muntok, and (2) The magnitude of the increase in teacher work productivity after implementing individual guidance developed by the school principal . This research is school action research analyzed using a qualitative approach. The research was carried out at SMP Negeri 3 Muntok in 2019. The research results obtained were: (1) The implementation of individual guidance can be developed based on the steps: (1) Guidance on developing learning models through comparative studies and follow-up planning, followed by analytical guidance SWOT; (2) Guidance on the implementation of educational administration, followed by providing direct feedback on the results of the teacher's work; (3) Advanced guidance sets reliable targets, developed through joint evaluation of program targets for other teachers who are also experiencing the same problems; (4) Guidance on how to carry out collaboration with other teachers in more depth, up to the ability to demonstrate the materials needed by other teachers; (5) Guidance on effective and efficient work strategies, which are developed through training in determining optimal quantity figures and how to measure them, namely through scoring techniques; (6) Developing motivational guidance; (7) Building independence so that teachers avoid plagiarism-based activities, and guidance in making effective plans; (8) Guidance in making effective work planning coupled with innovative aspects; (9) Encourage teachers to implement programs to increase teacher competency through seminars and workshops followed by implementation of the results of new experiences from teacher activities; (2) The implementation of individual guidance is able to increase teacher work productivity in schools by resolving teacher problems in the development and implementation of learning programs in schools.

The success of learning objectives is determined by many factors, including the teacher factor in carrying out the teaching and learning process, because teachers can directly influence, develop and improve students' intelligence and skills. To overcome the problems above and to achieve educational goals optimally, the role of teachers is very important and it is hoped that teachers have good teaching methods/models and are able to choose appropriate learning models that are in accordance with the concepts of the subjects to be conveyed. Problems to be studied in this research are: (a) How does student learning achievement increase with the implementation of STAD and Role Playing learning models? (b) What is the influence of the STAD and Role Playing learning methods on student learning motivation? The purpose of this action research is: (a) Want to know the increase in student learning achievement after implementing the STAD and Role Playing learning models. (b) Want to know the effect of student learning motivation after implementing the STAD and Role Playing learning methods. This research uses three rounds of action research. Each round consists of four stages, namely: design, activities and observations, reflection, and revision. The target of this research is Class VI students of SDN 12 Pelerang for the 2021/2022 academic year. The data obtained are in the form of formative test results, observation sheets of teaching and learning activities. From the results of the analysis it was found that student learning achievement had increased from cycle I to cycle III, namely, cycle I ( 68.18%), cycle II (77.27%), cycle III (86.36%). The conclusion of this research is that the STAD and Role Playing model methods can have a positive influence on the learning motivation of Class VI Students at SDN 12 Pelerang for the 2021 Academic Year /2022 and this learning method can be used as an alternative for learning Indonesian.