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Rohana Silaen; Mutiara Lestari Aritonang; Feni Fantikasari Hasugian; Hendry Meiman Lahagu; Melly A. Br.Sihombing

Jurnal Yudistira : Publikasi Riset Ilmu Pendidikan dan Bahasa 2024 Asosiasi Riset Ilmu Pendidikan Indonesia

Creativity is an important ability that needs to be developed from an early age. At the elementary school level, implementing innovative learning strategies can be the key to fostering student creativity. This article examines various innovative learning strategies that are effective in increasing elementary school students' creativity. Through project-based, discovery, cooperative, technology, and STEAM approaches, students are expected to develop creative thinking skills that will benefit them in the future.

Triwahyuni Wardhany; Abdul Muhid

Jurnal Publikasi Ilmu Psikologi. 2024 Asosiasi Riset Ilmu Kesehatan Indonesia

Creative thinking needs serious attention because it is one of the essential skills in the 21st Century that supports academic and professional success. This research aims to systematically review the literature regarding strategies for improving creative thinking in students. The study is a Systematic Literature Review (SRL) involving 15 journals published in 2018-2022 and examines the topic of creative thinking skills, improving creative thinking skills, or training creative thinking skills. The journal search was done using a search engine (Google Chrome). The data that has been collected will be analyzed descriptively according to the existing research questions—data analysis using meta-synthesis. The research results show that creative thinking is an idea-construction process emphasizing fluency, flexibility, originality and elaboration. Students' creative thinking abilities can be improved by implementing scientific learning strategies. Several learning models that can improve students' creative thinking abilities include Creative Problem problem-solving, Discovery Learning, Scientific Critical Creative Thinking Model, STEM-E Model, problem-solving learning and Contextual Learning, Problem-Based Learning, project-based Learning, Authentic Learning, and Research-Based Learning

Lukman Hadi; Ahmad Mudzakir

Proceeding of the International Conference on Global Education and Learning 2024 Asosiasi Riset Ilmu Pendidikan Indonesia

This study aims to provide a bibliometric analysis of course-based undergraduate research experience from 2010-2023. Data were extracted from the Scopus database and analyzed using VOSviewer. A total of 67 related publications were analyzed and mapped. According to bibliometric analysis, course-based undergraduate research experience, inquiry-based learning, and upper-division undergraduate become the center of the topic in the study of course-based undergraduate research experience in chemistry. It also shows that collaborative/cooperative learning, discovery learning, problem-solving/decision-making, first-year undergraduate, organic chemistry, and chemical education research. are among the novel and emerging topics in course-based undergraduate research in chemistry. This research is expected to provide a better understanding of the challenges and opportunities of studying course-based undergraduate research experience in chemistry.

Halimatusa’diah Daulay; Siti Aisyah Hanim; Masithah Mahsa

Publikasi Para ahli Bahasa dan Sastra Inggris 2024 Asosiasi Periset Bahasa Sastra Indonesia

This research aims to determine the influence of the Discovery Learning Learning Model on the Ability to Write Short Stories at SMA Negeri 2 Kisaran..This type of research is all students off class XI science at SMA Negeri 2 range of 216 students. The sampling technique used in the data collection process is random sampling. Data analysis techniques using statistical analysis. Based on the results of research data analysis and hypothesis testing, it was concluded that the average result of the ability to write short stories in the XI IPA 2 experimental class taught using the discovery learning model obtained an average score of 87,88 higher tha the control class XI IPA 3 which obtained an average score of 81,88.

Igoche, Bern Igoche; Matthew, Olumuyiwa; Bednar, Peter; Gegov, Alexander

Journal of Computing Theories and Applications 2024 Universitas Dian Nuswantoro

This study employed knowledge discovery in databases (KDD) to extract and discover knowledge from the Benue State Polytechnic (Benpoly) admission database and used a structural causal model (SCM) ontological framework to represent the admission process in the Nigerian polytechnic education system. The SCM ontology identified important causal relations in features needed to model the admission process and was validated using the conditional independence test (CIT) criteria. The SCM ontology was further employed to identify and constrain input features causing bias in the local interpretable model-agnostic explanations (LIME) framework applied to machine learning (ML) black-box predictions. The ablation process produced more stable LIME explanations devoid of fairness bias compared to LIME without ablation, with higher prediction accuracy (91% vs. 89%) and F1 scores (95% vs. 94%). The study also compared the performance of different ML models, including Gaussian Naïve Bayes, Decision Trees, and Logistic Regression, before and after ablation. The limitation is that the SCM ontology is qualitative and context-specific, so the fair-LIME framework can only be extrapolated to similar contexts. Future work could compare other explanation frameworks like Shapley on the same dataset. Overall, this study demonstrates a novel approach to enforcing fairness in ML explanations by integrating qualitative SCM ontologies with quantitative ML/LIME methods.

Yovita Puspa Mahardika; Hartutik Hartutik; Andarweni Astuti

Proceeding International Conference on Educating to Intercultural Dialogue in Catholic School 2024 Sekolah Tinggi Pastoral Kateketik Santo Fransiskus Assisi

Learners' lack of creativity, tendency to follow others' opinions in choosing or doing Catholic Religious Education assignments, results in suboptimal learning outcomes. This research aims to: 1) determine the achievement of learning outcomes in phase E at St. Francis Asisi Vocational High School Semarang, 2) determine the difference in students' learning achievement in PAK learning using the discovery learning model supported by E-LKPD, 3) determine the influence of students' creative aspect on learning achievement. This is a quantitative study with a One-Group Pre-test Post-test design in class X-1 using random sampling on 21 students. The P3 dimension designed in this research is creativity. The effectiveness of discovery learning model supported by E-LKPD was tested using one sample t-test, N-Gain test, and regression test.

Nurasiah Febrianti; Rahmad idris hasibuan

Jurnal Budi Pekerti Agama Islam 2024 Asosiasi Riset Ilmu Pendidikan Agama dan Filsafat Indonesia

This research aims to discuss the application of cognitive learning theory in the learning process in elementary schools. The main focus is on how cognitive approaches can improve students' understanding and skills. The research methods used were literature studies and field observations in several elementary schools. Cognitive learning theory was developed by experts such as Jean Piaget and Jerome Bruner, who emphasized the importance of internal mental processes in understanding information. Piaget described four stages of children's cognitive development, while Bruner emphasized discovery-based learning. The research results show that a cognitive approach to learning can increase learning effectiveness, student motivation, as well as critical and creative thinking abilities. Students taught using cognitive methods show active participation in class activities, increased understanding of the material, and higher academic scores compared to traditional learning methods. Teachers report that this method helps students develop higher-order thinking and problem-solving skills. The practical implications of this research suggest that cognitive learning methods should be widely applied in elementary schools to optimize students' learning potential.

Huwaida Huwaida

Jurnal Manajemen dan Pendidikan Agama Islam 2024 Asosiasi Riset Pendidikan Agama dan Filsafat Indonesia

This study discusses the learning approach in the independent curriculum applied in Islamic Religious Education (PAI) learning as stated in the Decree of the Director General of Islamic Education Number 3211 of 2022 concerning the Learning Achievements of Islamic Religious Education and Arabic Language in the Independent Curriculum in Madrasahs and in the Islamic Religious Education and Character Education Teacher Guidebook for Senior High Schools/Vocational High Schools Class X. This study aims to provide a comprehensive analysis of various approaches in PAI learning that are in accordance with the Independent Curriculum in Indonesia. A qualitative analysis approach was implemented, which involved extensive library research conducted to review existing literature related to learning approaches and PAI subject in the Independent Curriculum. The data used are secondary data from various existing scientific literature. The results of the study indicate that the learning approaches applied are Student-Centered Learning, Inquiry and Discovery Learning, Problem Based Learning, Project Based Learning and Collaborative Learning

Azhar Azhar

Jurnal Ilmu Pendidikan 2024 Lembaga Pengembangan Kinerja Dosen

The aim of this research is to see how the application of the discovery learning model in the Islamic Cultural History (SKI) subject has an impact on student learning outcomes in class VII MTsN 2 Aceh Besar. Classroom Action Research (CAR) with a double cycle design was used. There are 32 students in class VII-1 who have different levels of ability. Tests and observations are used to collect learning outcome data. The research results show that using discovery learning models in SKI subjects can improve student learning outcomes in class. After implementing these learning strategies, students show significant improvements in their conceptual understanding, their critical thinking skills, and their desire to learn. These results indicate that improving the SKI learning outcomes of class VII-1 MTsN 2 Aceh Besar students can be achieved through implementing a learning model that is different from the discovery learning model.

Lasrumata Ida Nababan; Annisya Ayu Sutrisna; Diandra Nazwa Aulia Ruswandi; Syahrial Syahrial

This study seeks to assess the assessment capabilities of students in our evaluation process conducted at SD Negeri 060852 Medan. It falls under the category of classroom action research, focusing on evaluating learning outcomes systematically to gauge achievement of predetermined educational goals. The objective is to gather data to measure student progress, development, and the effectiveness of teaching. Findings reveal that teachers at SD Negeri 060852 Medan implement evaluations following repeated lessons. Subsequently, they employ observational tools to guide students in self-discovery before providing explanations.

Adinda Givinia Rintang; Herry Sumampouw; Mariana Rengkuan

Polygon : Jurnal Ilmu Komputer dan Ilmu Pengetahuan Alam 2024 Asosiasi Riset Ilmu Matematika dan Sains Indonesia

This research aims to discuss the influence of the Think Pair Share (TPS) learning model based on differentiation learning on students' high-level thinking abilities in the material of classification of living creatures at SMP N 4 Dumoga. This research design uses an experiment with a Posttest-Only Control Group Design research design. The research was carried out in class VII with a total of 50 students divided into two groups, namely VII A as the experimental class and class VIIB as the control class. Test high-level thinking skills in the form of analysis, evaluation, and creation questions. The results of hypothesis testing using the t-test obtained tcount = 4.306 > ttable = 2.010 at α = 0.05, which means H0 is rejected and H1 is accepted. The conclusion is that there is a significant influence of the Think Pair and Share (TPS) learning model based on Differentiated Learning on Higher Level Thinking Abilities. Students think at a higher level at SMP N 4 Dumoga.

Elieser R Marampa; Gideon Widiono; Korina Sanosa

International Perspectives in Christian Education and Philosophy 2024 Asosiasi Riset Ilmu Pendidkan Agama dan Filsafat Indonesia

Scientific attitude is a very important attitude to be possessed by every student in following the learning process. Therefore, this study aims to examine the teaching method of the Lord Jesus as a strategy in shaping the scientific attitude of students. Through a qualitative approach with literature review techniques, the author examines in depth the method of teaching Jesus as a strategy in shaping the scientific attitudes of students. The results of this study found that to shape the scientific attitude of students, it is necessary to be guided by the teaching methods of the Lord Jesus, such as discovery and inquary methods, discussion methods, problem-based, and storytelling methods. Therefore, teachers of Christian religious education are required to always emulate the Lord Jesus and think creatively in shaping the scientific attitude of students in accordance with teaching conditions in the 21st century.

Marchio Yosua Gratia Mamesah; Meyke Paat; Helen Joan Lawalata

Algoritma : Jurnal Matematika, Ilmu pengetahuan Alam, Kebumian dan Angkasa 2024 Asosiasi Riset Ilmu Matematika dan Sains Indonesia

This research aims to determine the effect of the guided discovery learning model on student learning outcomes in class 12 using a scientific approach; in this research, the researcher used 2 learning methods, one of which is the conventional method; the researcher used 2 classes as samples, where each class was 15 students in each class, was coded as class A for the control class and class B for the experimental class. The research instrument used was a question in the form of a posttest. 

Syarifah Rahmayani; Sila Angraini; Gusmaneli Gusmaneli

Jurnal Yudistira : Publikasi Riset Ilmu Pendidikan dan Bahasa 2024 Asosiasi Riset Ilmu Pendidikan Indonesia

Listening skills are very influential on learning success. Successful learning can run well if students are able to capture messages or information related to the teaching material presented by educators or from reading material. Listening as a learning process is carried out in an integrated manner and receives the same attention as other language skills. However, in reality, most of the listening lessons delivered by educators in elementary schools in particular are still often ignored. In the learning process, educators use learning media, namely less innovative learning media in the form of pictures contained in theme books. Educators still use theme books and worksheets as learning resources and media without any other learning media that can attract students' attention. However, the use of this learning media does not attract students' attention and interest in learning because learning seems boring for students. As a result, many students lack concentration in learning and students are less active in the learning process. Therefore, the author uses the Discovery learning method, which is expected to foster concentration and attract students' attention so that students' listening skills can improve as expected.

Irmansyah Potabuga; Ferny M. Tumbel; Femmy R. Kawuwung

Jurnal Cakrawala Pendidikan dan Biologi 2024 Asosiasi Riset Ilmu Pendidikan Indonesia

This study aims to evaluate the effectiveness of the discovery learning model assisted by animated videos in improving student learning outcomes on the material of the digestive system in humans in class VIII A SMP Negeri 1 Bolaang. This model was chosen because it can encourage students to participate more actively in learning, while also using technology to help understand more complex material. This study uses the Classroom Action Research approach which is carried out in two cycles. Each cycle consists of stages of planning, implementation, observation, and reflection to evaluate and improve the learning process. The results of the study showed that the application of the discovery learning model assisted by animated videos succeeded in improving student learning outcomes. In the first cycle, only 23.33% of students achieved complete learning, but in the second cycle, the percentage of students who completed increased to 86.66%. This increase occurs because students are starting to be more active in group discussions and more confident in expressing opinions. The use of animated videos also helps students understand the material in a more visual and fun way. This research makes an important contribution to the development of technology-based learning methods, especially in biology learning. These findings suggest that animated videos in learning can improve student engagement and their learning outcomes. This study suggests that further research be conducted to explore the application of this model to other subjects or at higher levels of education, in order to identify its broader benefits in educational contexts.

Indah Juitaningsih

Jurnal Bintang Pendidikan Indonesia 2024 Pusat Riset dan Inovasi Nasional

The purpose of this study is to determine the influence of learning methods on the understanding of chemical concepts among high school students in South Jakarta. The method employed is experimentation. The population size in this study is 611 students, thus the sample taken is 10% of the population, which is 60 students. The results of hypothesis testing indicate a significant influence of the learning method on the understanding of chemical concepts among high school students in South Jakarta.

Ulan Nurmilah; Narkum Narkum; Dede Supendi

Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia 2024 Fakultas Teknik Universitas Maritim AMNI Semarang

One of the Community Service Lecture programs carried out by STAI Students. DR. KHEZ. Muttaqien Purakarta is a literacy movement to increase children's interest in reading in Depok Village, Darangdan District, Purwakarta Regency which focuses on students at SD Negeri 1 Depok. In this case, basically the results of observations, interviews and direct participation in the learning process resulted in the problem that from class I to class VI there were some students who were not yet fluent in reading in each class. This is due to low interest in reading, lack of teachers, and libraries that are less than optimal in use. So, this is what makes us carry out a literacy movement program with the activities of providing a mobile library, book review activities and literacy posts with the aim of providing literacy facilities and forming habits in children in order to increase interest in reading among students at SD Negeri 1 Depok in particular and generally for children from Depok Village. In implementing this program, qualitative methods and a Participatory Action Research (PAR) approach are used, all of which lead to a context of discovery, empowerment and change.

Noviandy, Teuku Rizky; Nisa, Khairun; Idroes, Ghalieb Mutig; Hardi, Irsan; Sasmita, Novi Reandy

Journal of Computing Theories and Applications 2024 Universitas Dian Nuswantoro

This study explores the utilization of LightGBM, a gradient-boosting framework, to classify the inhibitory activity of beta-secretase 1 inhibitors, addressing the challenges of Alzheimer's disease drug discovery. The study aims to enhance classification performance by focusing on overcoming the limitations of traditional statistical models and conventional machine-learning techniques in handling complex molecular datasets. By sourcing a dataset of 7298 compounds from the ChEMBL database and calculating molecular descriptors for each compound as features, we employed LightGBM in conjunction with a set of carefully selected molecular descriptors to achieve a nuanced analysis of compound activities. The model's efficiency was benchmarked against traditional machine-learning algorithms, revealing LightGBM's superior accuracy (84.93%), precision (87.14%), sensitivity (89.93%), specificity (77.63%), and F1-score (88.17%) in classifying beta-secretase 1 inhibitor activity. The study underscores the critical role of molecular descriptors in understanding drug efficacy, highlighting LightGBM's potential in streamlining the virtual screening process. Conclusively, the findings advocate for LightGBM's adoption in computational drug discovery, offering a promising avenue for advancing Alzheimer's disease therapeutic development by facilitating the identification of potential drug candidates with enhanced precision and reliability.

Manatap Marasi H Sihombing

Jurnal Bintang Pendidikan Indonesia 2024 Pusat Riset dan Inovasi Nasional

This Classroom Action Research was conducted with the aim of knowing the improvement of learning outcomes on the material of Understanding National Income in class XI.IIS SMA Negeri 1 Parmonangan students through the application of the discovery learning learning model.` The research method used in this research is class action research with stages starting from planning learning, implementing, observing and reflecting, which is carried out from cycle I to cycle II and so on until recommendations are obtained, student learning outcomes and classical absorption of students in the last learning cycle are complete. The research subjects in this study were students of class XI.IIS SMA Negeri 1 Parmonangan in the 2022/2023 academic year. The number of students of class XI.IIS SMA Negeri 1 Parmonangan studied was 16 people. The results showed that the activities of students in carrying out the stages of the discovery learning model in economic subjects (Penegrtian and Benefits of National Income) had increased, starting from cycle I to cycle II, namely almost all types of activities were above 70%. The learning outcomes of students have increased while using the discovery learning model. The increase in learning outcomes was seen in the number of participants who reached the KKM increased and increased by 31.25%. The average value of learning outcomes in cycle I was 56.25% and in cycle II the average learning outcomes increased to 87.50%. Then the responses and attitudes of students towards the discovery learning model applied were very positive.

Mardhaatillah Chumaerah; Ulfa Dira Azhari

Journal Innovation in Education (INOVED) 2024 STIKes Ibnu Sina Ajibarang

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.