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Journal : Information Technology Education Journal

The Effectiveness of AI Learning Using Teachable Machine on the Understanding of Classification Concepts in Vocational School Students Amir; Yuliani; Nurwahidah; Rafikah Sary; Rahmat Al Qadri Basri; Rika Atirah
Information Technology Education Journal Vol. 4, No. 1, February (2025)
Publisher : Jurusan Teknik Informatika dan Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59562/wtsn4e36

Abstract

This study investigates the effectiveness of Artificial Intelligence (AI) learning using Teachable Machine in improving vocational high school (SMK) students’ understanding of classification concepts. The research employed a quasi-experimental design with a nonequivalent control group involving two classes: an experimental class that learned AI classification concepts through Teachable Machine and a control class that received conventional instruction. The learning process in the experimental group emphasized hands-on activities, including data collection, labeling, model training, testing, and evaluation, enabling students to directly experience the workflow of machine learning classification. Data were collected using pretest and posttest instruments designed to measure students’ conceptual understanding. The results of independent sample t-test analysis revealed a statistically significant difference in posttest scores between the two groups (p < 0.05), with the experimental group achieving higher mean scores and greater learning gains. These findings indicate that integrating Teachable Machine into AI instruction enhances students’ conceptual comprehension by providing interactive, visual, and experiential learning opportunities. The study concludes that AI-based learning using Teachable Machine is an effective instructional strategy to support the development of classification concept understanding in vocational education contexts
Co-Authors Abdul Haris Ade Fitriasaputri Ahmad Ahmad Ahmad Harjono Alimuddin, Nurkhaerat Amal Amir Anar, Ashar Pajarungi Andi Mariani Andi Ummung Angga Wahyu Aditya Angga, Prayogi Dwina Anggo, Ayu Yuniar Anis, Muh. Anita Bosawer Annisa Dwi Kemalahayati Anwar Armin Arniati Rasyid arum, wijayanti As, Nurwahida Ashila, Naura Rahma ASNI Asri Fauzi Asriani Hasan Aulia Alifariani Ayu Yuniar Anggo Azzahra, Nabila Bahtiar Bosawer, Anita Bq. Maylinda gemantar Burhanuddin Chandra Dewi, Dhea Danar Retno Darmita Wuriani Dermawan, Azwan Destiquama Dewi ANGGRAENI Dewi, Baiq Dila Sari Dewi, Shaufani Ayu Sukma Dian Hawazi Dian Vitasari El Faraby Fathur Zaini Rachman Fattah, Sanusi FAUZAN, NUR Fauzi, Asri Fazry, Muhammad Fitri Fitriwati Djam’an Galeh Septiar Pontang Gunawan Santoso H, Muhammad Yaumil Aslam Hadiyanto Haerani Haerani Asri Hakim, Ainul Hamda Haruna, Ilham Haslinda Herani Hertikawati Mahmud, Mulyani Hilmansyah I Nyoman Karma I Putu Herry Widhi Andika Ibrahim Ida Ermiana Idawati Ihsan Imam Fadhlullah P Indra Rahmad Indri Mulyasari Indriyati Mulya Irmawanty IRWANSYAH ISKANDAR Iswan JAMILAH Jillbert, Julius Julhana Kardiyanto, Deddy Whinata Kasjim Salenda Kemala Dewi, Nurul Ketut Widiada Khaerul Anam Khairun Nisa Khairunnisa Nurhandayani Kisworo, Bayu Kurniati, Ratnah Laila Mardiana Rohmatillah Lailiah, Novianti Lalu Arwan Darmajaya Lami'ah, Siti Lukman bin Juma, Nuratika B. Lukman Lukman Daris Lusmayanti, Baiq Sulislia M Fahrurrahman M, Rahma M. Ihsan Muzakki M. Jabal Nur Maimun Maimun Makki, Muhammad Mangilep, Muhammad Agung Ady Mansur Hakim MARIA ULFAH Massiseng, Andi Nur Apung Mawaddah Warahma Ahmad Meti Kendek Mikail Eko. PW Moh. Irawan Zain Moh. Taufiq Manto Mohammad Archi Maulyda Muh. Bustomi Abdul Gani Muhammad Akbar Muhammad Ammar Naufal Muhammad Erfan, Muhammad Muhammad Tahir Muhammad Wahyu Munirah Musrini Muis Nasruddin Nasruddin Nasrullah Ni Made Yeni Suranti Nia Kurniati Novitasari, Setiani Nur Yanti Nurhasanah Nurmawanti, Iva Nurul Islamiah Nurul Kemala Dewi Nurul Maulidya Al-Izani Putri Nirwana Qoini, Zohratul Nita Rabiyah, Ulfa Radiusman Rafikah Sary Rafiuddin Rahmat Al Qadri Basri Rahmatullah Raodatul Jannah Rera Aga Salihat Rika Atirah Rina Kumala Utami Rini Idayanti Rismayanti Riza Sativani Hayati Safoan, Ahmad Sahrang, Lisa Syari Salma Samputri Sampepajung, Daniella Cynthia Sansao, Neva Sari, Ariesanti Juwita Sartina Sela Andini Septiani, Mila Aulia Siswadarma, Andi Baso Siti Rahmi, Siti Sri Irtawaty, Andi SRI RAHMAYANTI St. Mifta Hayatun Subehana Rahman Suci Hardiyanti Suharto Putri Sudirman Sudirman P Suhermi Sukesiningsih, Endiyah Sukmawati Hasan, Diana Sukmawati Saleh Sulistiana, Oktavera Suranti, Ni Made Yeni suryaningsih Susila, Wahyu Dini Candra Syakruni Syarifuddin Syaumudinsyah Syazali, Muhammad Tasdik Tona Tri Astuti Wahyu Dini Metrikayanto Wahyuni Ekasasmita Wahyuti, Wahyuti Wardani, Ketut Sri Kusuma Wardiman Wasiaty Wati, Shofiyah Wiwik Sulistyaningsih Yastrid Yeni Suranti, Ni Made YULIANI Yurnalis Yusrah Taqiyah