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Journal : IJIS Edu : Indonesian Journal of Integrated Science Education

Optimizing Students' Understanding of the Mechanical Properties of Stainless Steel through Interactive Learning Media based on Machine Learning Karudin, Arwizet; Leni, Desmarita; Nasrullah, Nasrullah; Sumiati, Ruzita; Haris, Haris
IJIS Edu : Indonesian Journal of Integrated Science Education Vol 6, No 2 (2024): July 2024
Publisher : UIN Fatmawati Sukarno Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29300/ijisedu.v6i2.3114

Abstract

Traditional learning media tends to have limitations in providing interactive experiences that can stimulate better understanding. This is supported by changes in learning styles among students, influenced by extensive exposure to computers and the internet, leading students to prefer learning with the aid of visualizations. This research designs, develops, and tests a machine learning-based visualization tool integrated with the Streamlit framework to enhance students' understanding of the mechanical properties of materials. This visualization tool consists of four main features: data analysis, correlation analysis, 3D visualization, and prediction models using machine learning. The data used for training the machine learning model includes tensile test data of low-alloy steel, comprising mechanical properties, chemical elements, and heat treatment temperatures. The research results indicate that the visualization tool can illustrate the cause-and-effect relationships of parameters influencing the changes in the mechanical properties of low-alloy steel. Each feature in this visualization tool can be utilized to support the analysis of mechanical properties and improve students' understanding of material mechanical properties. Additionally, the visualization tool is evaluated by experts, with information accuracy scoring 4 in the good category, visualization quality at 4.25 in the good category, suitability for learning at 4 in the good category, and ease of use at 4.5 in the good category. Nevertheless, further research and development are needed to test and expand the use of this visualization tool in various learning contexts and other material fields.
Co-Authors A.A. Ketut Agung Cahyawan W Abdul Kadir Abdullah Abdullah Abidin, Muh Rais Abidin, Muhammad Rais Abubakar, Rahmah Achmad Fitrian Ade Usra Berli Adriansyah Adriansyah Afriyani, Sicilia Aggrivina Dwiharzandis Agusinta, Lira Al Fatih, Sholahuddin Albatuul, Fatimah Alfian, Rafli Almeyda, Resky Amalul, Muhammad Arib Musba Amda, Misdar Amdah, Misdar Andrew Andrew, Andrew Andryanto Anggy, Anggy Aprianto, Vito Rimbo Aprillia, Novi Arifian, Naf'an Arsyanda Arwizet Arwizet, Arwizet Ayutia, Yola BAKHRANI RAUF Basuki Wibawa Candra Mayana, Hendri Cuandra, Fendy Desmarita Leni Dian Artanti Arubusman, Dian Artanti Dian Eka Ratnawati Efiandi, Nota Elisabeth Serlina Elensia Bupu Fajar, Fajar Rahardika Bahari Putra Fardinah, Fardinah feby Figo, Figo Firmansyah Firmansyah Flowerensia, Dionna Habibie, Fajar Hamdani, Rifki Hamdani, Rifqi Hariati, Sri Helga Yermadona Hermanto, Bagus Hidayat M., Wahyu Hikmah Hikmah Husna, Rifdatul Hussain, Mohammad Azam Ilham Arif Budiman Ilham, M. Indrawan, Rully Irwan Irwan Jeddah Yanti Julhana, Julhana Juliater Simamarta Kelly Kesuma, Dytchia Septi Khalikussabir, Khalikussabir Lesse, Johan M. Ilham Madona, Putri Maharani, Delby Mahdiyah Mahdiyah, Mahdiyah Maimuzar Maimuzar Malinda Hasian Mannan, Abdul Mar'ah, Zakiyah Marthin, Ricko Marwa, Muhammad Habibi Miftakhul Muchlisinalahuddin Muh, Dwi Jarwanto Muh. Rais Abidin Muhammad Afif Muhammad Ammar Naufal Muhammad Ansarullah S. Tabbu Muhammad Ikhsan Muhammad Jundullah MUHAMMAD MANSUR Muhammad Nur Muhammad Ridha Darwis Muhammad Rizki Setyawan Muhammad Yusuf Mukhlis Mukhlis Mulianti Muzakkir Pangri Nadira, Ulfa Nasirwan Nasirwan Nasrul Nasrul Nasrullah Nasrullah Negoro, Dimas Angga Nota Effiandi Novadilastri, Novadilastri Nur Asia, Nur Nur Azizah Nur Rezky Ramadhan Nur, Asrul Ibrahim Nur, Medar M Nurdin Nurfadilah Nurfadilah Nurfatsyah Zein, Khumaedi Nurhaeni, Tuti NURUL HIDAYAH Nurviana, Siti Nusyirwan Nusyirwan Octora, Theresye Yoanyta Olfebri Olfebri, Olfebri Ozali, Imam Permata, Andre Po Abas Sunarya Pramudikta, Sandya Prasidi, Abi Pratiwi, Andi Citra Purba, Okin Ringan Purwoko, Harry Putri, Fildzah Rudyah Qadrini, Laila Qaiyimah, Dinil Rahma Musyawarah, Rahma Rahman, Ahmad Ardillah Rahmat Hafiz Rahmi, Nurfitri Ramli Umar Rifaldi.R, Rifaldi.R Rivanol Chadry Riza Lestari Rosmini Maru Rusdi Rusdi Ruzita Sumiati Salehati, Nurun Ala Salim, Iksan Agus Salmon Ginting Salsabila, Rughaya Salsabilah, Nadia Santi, Nyadina Eka Saputra, Feri Seno, Abdi Sholahuddin Al-Fatih Sicilia Afriyani Sir Anderson Siti Fatimah Nurhayati Slamet Widodo Sukri Nyompa Sulfiati, Sulfiati Suriaman Suriaman Suryana, Endang Syamsidah, Syamsidah Syamsunardi, Syamsunardi Tahir, Suratnan Ula Saswini, Andi Ade Usra Berli , Ade Verdian, Riza Wahyu Hidayat Wahyudi Rahmat Yani, Zulfitri Yuhefizar Yuhefizar Yuli Yetri Zai, Immanuel Zengga Zengga Zulfa Fitri Ikatrinasari