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All Journal Jurnal Penelitian Pendidikan IPA (JPPIPA) Jurnal Ilmiah Pendidikan Profesi Guru Jurnal Pendidikan dan Teknologi Indonesia JENTIK Journal of Global Research Education
Ismail, Irfan Ananda
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Agriculture, Biological Sciences & Forestry Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Computer Science & IT Education Engineering Materials Science & Nanotechnology Mathematics Physics Other

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Revolutionizing Science Education Evaluation Using a Vision Language Model of Effective Assessment and Supervision Ismail, Irfan Ananda; Mawardi; Qadriati; Munadia Insani; Arif, Khairil
Jurnal Ilmiah Pendidikan Profesi Guru Vol. 7 No. 2 (2024): Agustus
Publisher : Universitas Pendidikan Ganesha

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23887/jippg.v7i2.79101

Abstract

Implementing the Independent Curriculum in Indonesia presents challenges in educational assessment, especially in efficiently evaluating students' essay responses. This study aims to develop and test an educational evaluation model based on artificial intelligence (AI) technology, especially the vision language model, which can automate and improve the process of assessing student learning outcomes in science. This study explores the potential of Vision Language Models (VLMs) as an innovative solution. This study uses a mixed sequential explanatory method. The subjects in this study were junior high school students. The data collection method used interviews. Data collection instruments with questionnaires. Data analysis techniques used were qualitative, quantitative, descriptive analysis, and inferential statistics. The study results are that integrating VLMs increases the efficiency and objectivity of assessment. This study concludes that VLMs can reduce teacher workload, improve feedback, and show synergy between technology and curriculum reform in the Independent Curriculum era. The implications of this study are very significant for the development of science and technology education; the use of vision language models (Vision-Language Models) in evaluating science education can increase the accuracy and objectivity in assessing student learning outcomes.
Tinjauan Sistematis Analisis Integrasi Etnosains dalam Pembelajaran IPA dan Dampaknya terhadap Kompetensi Era Modern dan Nilai-nilai Pancasila Ismail, Irfan Ananda; Weriza, Jusmita; Mawardi, Mawardi; Lufri, Lufri; Usmeldi, Usmeldi; Festiyed, Festiyed; Handri, Silvi
Jurnal Pendidikan dan Teknologi Indonesia Vol 4 No 5 (2024): JPTI - Mei 2024
Publisher : CV Infinite Corporation

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52436/1.jpti.478

Abstract

Integrasi etnosains dalam pembelajaran IPA merupakan pendekatan yang berpotensi meningkatkan kualitas pendidikan sains di Indonesia. Penelitian ini bertujuan menganalisis potensi dan tantangan integrasi etnosains, dampaknya terhadap kompetensi era modern, serta kesesuaiannya dengan nilai-nilai Pancasila. Metode tinjauan sistematis digunakan untuk menganalisis 24 artikel penelitian terkait. Hasil menunjukkan bahwa integrasi etnosains berpotensi menciptakan pembelajaran kontekstual, namun menghadapi tantangan dalam pengembangan profesional guru dan penyesuaian kurikulum. Dampak positif terlihat pada peningkatan hasil belajar (effect size 0.65-0.82), pemahaman konsep (0.58-0.75), kemampuan berpikir kritis (0.55-0.70), dan apresiasi budaya (0.60-0.72). Pendekatan ini juga selaras dengan nilai-nilai Pancasila, tercermin dalam pengembangan aspek spiritual (0.58-0.72), kemanusiaan (0.55-0.68), persatuan (0.62-0.75), kerakyatan (0.54-0.70), dan keadilan sosial (0.52-0.65). Model pembelajaran STEAM, inkuiri, discovery, dan berbasis masalah/proyek terbukti efektif dalam implementasi. Disimpulkan bahwa integrasi etnosains merupakan strategi menjanjikan untuk mempersiapkan generasi muda Indonesia menghadapi tantangan era modern dengan tetap memperkuat identitas dan karakter bangsa.
Integrasi Problem Based Learning Seberapa Efektif dalam Meningkatkan Kompetensi Kognitif Pembelajaran Kimia? Ismail, Irfan Ananda; Insani, Munadia; Novianti, Exsa Rahmah
Journal of Global Research Education Vol. 2 No. 2 (2025)
Publisher : Akademi Akuntansi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62194/a5aav858

Abstract

Sejumlah riset mengindikasikan bahwa capaian pembelajaran kimia dipengaruhi oleh berbagai aspek, diantaranya: (1) peserta didik yang mengalami kesulitan dalam pemahaman konsep kimia yang memiliki karakteristik spesifik dalam mengaitkan konsep dengan aplikasinya (2) pembaca menghadapi kendala dalam mengimplementasikan pengetahuan kimia. 3) Rendahnya motivasi peserta didik dalam pembelajaran kimia dan (4) masih dominannya persepsi bahwa kimia merupakan mata pelajaran yang kompleks. Cakupan materi sains yang dikaji dalam penelitian ini mencakup, tetapi tidak dibatasi pada, larutan asam-basa, kimia, persamaan kimia, sistem koloid, larutan penyangga, dan larutan stoikiometri. Penelitian ini bertujuan menganalisis dan mendeskripsikan model Problem Based Learning (PBL) sebagai alternatif strategi peningkatan hasil belajar pada berbagai jenjang pendidikan menengah meliputi SMA, SMK, dan MA. Metodologi yang diimplementasikan adalah kajian literatur, yang juga dikenal sebagai penelusuran kepustakaan, melibatkan pencarian terstruktur terhadap suatu permasalahan dengan menganalisis kompilasi teks yang telah dipublikasikan. Berdasarkan berbagai penelitian relevan menunjukkan bahwa pendekatan yang lazim diterapkan pendidik untuk meningkatkan capaian pembelajaran siswa adalah Penelitian Tindakan Kelas (PTK) dengan mengaplikasikan metode pembelajaran fundamental yakni Problem Based Learning (PBL). Hasil penelitian mengindikasikan bahwa capaian pembelajaran peserta didik yang menerapkan PBL menunjukkan performa lebih optimal dibandingkan dengan yang menggunakan metode konvensional.
Enhancing Student Participation through a Validated Cooperative Flipped Classroom Framework in Technology Education Weriza, Jusmita; Ismail, Irfan Ananda; Yustisia, Henni; Zulkifli; Asnur, Lise
Jurnal Penelitian Pendidikan IPA Vol 11 No 7 (2025): July
Publisher : Postgraduate, University of Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29303/jppipa.v11i7.11445

Abstract

Abstract: This study addresses the challenges of limited student participation and ineffective group learning in Information Systems Analysis & Design education. The objective was to develop, validate, and test a seven-syntax flipped classroom model integrated with cooperative learning. The study employed Borg and Gall's R&D methodology with 60 students in experimental and control groups at Universitas Ekasakti. Data were analyzed using descriptive statistics for validity and practicality, and independent t-tests for effectiveness. The results demonstrated exceptional model validity (≥88%), high practicality from instructors (≥85%) and students (≥86%), and significant effectiveness. The experimental group showed superior cognitive (85.2 vs. 75.1), affective (collaboration and responsibility), and psychomotor outcomes (88.5 vs. 78.2) compared to the control group. In conclusion, the validated seven-syntax model successfully improves student participation and learning outcomes by balancing asynchronous learning with synchronous collaboration, providing a valuable framework for technology education.
Utilizing Vision Language Models (VLMs) for Efficient and Objective Student Assessment Ismail, Irfan Ananda; Handri, Silvi; Aumi, Vika; Novianti, Exsa Rahmah
Jurnal Manajemen Teknologi Informatika Vol. 3 No. 1 (2025): Jurnal Manajemen Teknologi Informatika
Publisher : JENTIK

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70038/jentik.v3i1.148

Abstract

This study explores the application of Vision Language Models (VLMs) in evaluating student work, focusing on their potential to enhance efficiency and objectivity in assessment processes. VLMs, integrating natural language processing and computer vision, offer a novel approach to analyzing student responses, particularly in assignments involving visual elements. This paper outlines the functionality of VLMs, discusses their advantages and limitations, and provides practical guidance on their implementation. It also includes examples of prompt engineering and showcases initial results from a pilot study conducted at SMP N 32 Padang, demonstrating the potential of VLMs in a real-world educational setting. This method allows teacher to asses written text by the students on assignments that are also presented in written or image format. The use of VLM is expected to further develop efficiency and precision in student assessment.
Pendekatan Pedagogis Inovatif pada Tabel Periodik untuk Mahasiswa Kimia Semester Pertama di Universitas Negeri Padang. Ismail, Irfan Ananda; Mawardi, Mawardi; Suryani, Okta; Insani, Munadia; Mulyanti, Mulyanti
Jurnal Penelitian Pendidikan IPA Vol 9 No 12 (2023): December
Publisher : Postgraduate, University of Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29303/jppipa.v9i12.5623

Abstract

This study developed innovative approaches to chemistry education for first-year students at the State University of Padang in the era of Industry 4.0. The research utilized the Plomp development model to formulate a method based on the Flipped Classroom paradigm with a Guided Inquiry Syntax. The resulting content was validated by five Chemistry lecturers at UNP, indicating its innovative and pertinent material depth. The content's practicality achieved a value of 90%, suggesting its ease of application and relevance for students. The systematic presentation enhances students' understanding of the Periodic System. This research offers valid and practical solutions to challenges in chemistry education, using creative content as an innovative strategy to provide a teaching tool that enhances students' understanding of complex concepts. The study's practicality stage demonstrates that the developed content is easy to apply and relevant for students, making it a valuable addition to chemistry education
Enhancing Science Learning Activities through the Implementation of Discovery Learning and Teaching at the Right Level Method Ismail, Irfan Ananda; Jhora, Fadhila Ulfa; Qadriati, Qadriati; Insani, Munadia
Jurnal Penelitian Pendidikan IPA Vol 10 No 4 (2024): April
Publisher : Postgraduate, University of Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29303/jppipa.v10i4.7359

Abstract

Education plays a vital role in cultivating qualified future generations, with active student participation serving as an indicator of effective learning processes. Preliminary observations at SMP Negeri 32 Padang revealed low engagement levels in science classes, prompting the need for interventions to boost students' involvement. The primary objective of this classroom action research was to enhance student engagement in science learning activities through implementing the Discovery Learning model and Teaching at the Right Level approach in a Grade 8 classroom at SMP Negeri 32 Padang. The study was conducted over three cycles, each consisting of planning, acting, observing, and reflecting phases. Data on student engagement in science learning activities was collected through observations using a rubric. The initial data in Cycle I revealed low engagement at 36.72%. After implementing interventions integrating Discovery Learning activities and personalized scaffolding based on students' ability levels in Cycles II and III, student engagement progressively increased to 45.76% and 62.28% respectively. Surveys and interviews indicated students found the learner-centered, inquiry-based activities more enjoyable and effective for understanding compared to traditional instruction. The findings demonstrate the potential of combining Discovery Learning and Teaching at the Right Level methods to significantly improve learning participation by stimulating intrinsic motivation through autonomous exploration while providing individualized support. The research offers practical strategies for enhancing science education engagement and contributes to the Kurikulum Merdeka goals of fostering participatory, flexible learning environments tailored to students' unique needs
Co-Authors Aumi, Vika Festiyed Handri, Silvi Insani, Munadia Jayawarsa, A.A. Ketut Jhora, Fadhila Ulfa Jusmita Weriza Lise Asnur Lufri Lufri Mawardi Mawardi Mulyanti Mulyanti Munadia Insani Novianti, Exsa Rahmah Qadriati Qadriati, Qadriati Suryani, Okta Usmeldi Usmeldi Yustisia, Henni Zulkifli