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All Journal International Journal of Electrical and Computer Engineering IAES International Journal of Artificial Intelligence (IJ-AI) Jurnal Ilmiah Teknik Elektro Komputer dan Informatika (JITEKI) Proceeding of the Electrical Engineering Computer Science and Informatics E-Dimas: Jurnal Pengabdian kepada Masyarakat Informatika Mulawarman: Jurnal Ilmiah Ilmu Komputer Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) International Journal of Artificial Intelligence Research SISFOTENIKA JURNAL INTEGRASI IT JOURNAL RESEARCH AND DEVELOPMENT JURNAL REKAYASA TEKNOLOGI INFORMASI JURNAL PENGABDI ILKOM Jurnal Ilmiah METHODIKA: Jurnal Teknik Informatika dan Sistem Informasi Digital Zone: Jurnal Teknologi Informasi dan Komunikasi MIND (Multimedia Artificial Intelligent Networking Database) Journal JURNAL TEKNOLOGI DAN ILMU KOMPUTER PRIMA (JUTIKOMP) Prosiding SAKTI (Seminar Ilmu Komputer dan Teknologi Informasi) EXPLORE METIK JURNAL JISKa (Jurnal Informatika Sunan Kalijaga) Sains, Aplikasi, Komputasi dan Teknologi Informasi JUKI : Jurnal Komputer dan Informatika Infotek : Jurnal Informatika dan Teknologi Innovation in Research of Informatics (INNOVATICS) Jurnal Kesehatan Saintika Meditory JUSTIN (Jurnal Sistem dan Teknologi Informasi) Transformasi EXPLORE Journal of Technology Research in Information System and Engineering Data Sciences Indonesia (DSI) Jurnal Pengabdian Pada Masyarakat Journal of Computer Science and Information Technology Inovasi Teknologi Masyarakat
Wati, Masna
Program Studi Informatika, Fakultas Teknik, Universitas Mulawarman
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Journal : Infotek : Jurnal Informatika dan Teknologi

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Implementasi Logika Fuzzy Mamdani Dalam Klasifikasi Kategori Berat Badan Berbasis IMT Ambon, Matelda Yunanta; Lili, Juniver Veronika; Bandhaso, Victor; Wati, Masna; Septiarini, Anindita
Infotek: Jurnal Informatika dan Teknologi Vol. 8 No. 2 (2025): Infotek : Jurnal Informatika dan Teknologi
Publisher : Fakultas Teknik Universitas Hamzanwadi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29408/jit.v8i2.30637

Abstract

Body Mass Index (BMI) is a common method used to classify body weight based on the ratio of weight to height. However, its accuracy is often questioned because it does not account for age and gender, which also influence body composition. This study implements the Mamdani fuzzy logic approach to classify body weight based on BMI while considering age and gender. The system utilizes fuzzy membership functions to dynamically determine categories such as Underweight, Normal, Overweight, and Obese, and is developed using the Python programming language with interactive visualizations. Testing results show that the system can provide more adaptive and personalized classifications. Defuzzification values, such as 59.48 for a BMI of 24.22, indicate a classification consistent with WHO standards—namely, the Normal category. The system also demonstrates that classification results may vary for the same BMI when age or gender differs, as illustrated in multi-demographic visualizations. The centroid defuzzification method produces stable and representative outputs. Evaluation results show high accuracy, consistency in rule base, and an ability to handle data uncertainty. Thus, this system serves as a more flexible alternative to conventional methods in body weight classification.
Co-Authors -, Haviluddin Abdul Hadi Ade Chrisvitandy Adelowys Sinaga AHMAD ANSYORI Ahmad Nur Fauzan Aiman, Ahmad Zuhair Nur Ajay, Muhammad Akhmad Masyudi Alameka, Faza Alfajriani Alfajriani Alfrina Mewengkang Ali Sholihin Alifah, Nur Juzieatul Alqarani, Hudzaifah Ambon, Matelda Yunanta Andi Maulana Andi Maulana, Andi Anggari, Ricky Anindita Septiarini, Anindita Anton Prafanto Arabi, Muhammad Amin Quthbi Asmita, Rizka Awang Harsa Kridalaksana Awang Zheri Rhesvianur Ayu Rusnawati A’yuni, Qurrata Bahtiar , Andi Alfian Bambang Cahyono Bambang Cahyono Bandhaso, Victor Bramantyo, Dimas Ari Brins Leonard Pailan Budiman, Edy Burhandenny, Aji Ery Cahyani, Oktari Indi Delvina Dwiani Samjar Didit Suprihanto, Didit Dwi Kinasih Widiyati Engla Despahari Eny Maria Ervan, Muhamad Gusti Keyandi Evi Wildana Fadli Suandi Farisha Rizky Amalia Fauzan, Ammar Nabil Faza Alameka Faza Alameka Fenny Indar Ferry Miechel Lubis Firdaus, Ardhifa Firdaus, Muhammad Firdaus, Muhammad Bambang Gading, Fazri Rahmad Nor Geni, Siti Putri Lenggo Hairah, Ummul Hairah, Ummul Hamdani Hamdani Hamdani Hamdani Hariati Hariati Hatta, Heliza Rahmania Haviluddin , Haviluddin Haviluddin Haviluddin Heliza Rahmania Hatta, Heliza Rahmania Hendi Hidayat, Irfan Arman Hijratul Aini Hutagalung, Wilson Boyaron Hutapea, Vedra Dian Sierrafina Ifandi, Muhammad Iin Nurkarima Islamiyah Islamiyah Joan Angelina Widians, Joan Angelina Julius Rinaldi Simanungkalit Kesuma, Muhammad Afrizal Lili, Juniver Veronika Lubis, Ferry Miechel Manik, Filipus Adriel Masyudi, Akhmad Medi Taruk Mega Yoalifa Merry, Felisitas Mochammad Taufiq As'arie Muhammad Abdillah Muhammad Bambang Firdaus Muhammad Firdaus Muhammad Ifandi Mu’nisah Assisi Nanda Arianto Nggotu, Antonieta Aryuka Paskalia Novianti Puspitasari Nugraha, Cellia Auzia Nupa, Joy Disanto Nur Madia Nurkarima, Iin Nurmadewi, Dita Nuzulan, Alan Olivia Octavia Pakpahan, Herman Santoso Pebianoor Pebianoor Prano Pebri Ansari Pratama, Arief Ardi Puspitasari, Novianti Putri, Septi Aulia Rasid, Khairul Rayner Alfred Razan, Muhammad Arya Fayyadh Reviansa Fakhruddin Aththar Rizqi Saputra Rosmasari Rosmasari Sadewa, Bintang Putra Safitri, Hersa Salsabila, Nur Maya Saragih, Muhammad Nabil Sari, Lili Kurnia Sembiring, Wahyu Harry Saputra Septiani, Afra Amelia Setiawan, Maulana Agus Setyadi, Hario Jati Shiva Mutia Maffirotin Simanungkalit, Julius Rinaldi Simbolon, R.H. Kimebmen soleha, leha Syahputra, Andra Syarah, May Siti Taruk, Medi Tejawati, Andi Tjikoa, Ade Fiqri Vicky Pranandika Wijaksana Vina Zahrotun Kamila Viny Christanti M Wandi, Faizul Anwar Widians, Joan Angelina Wijaya, M Rangga Yaqub Wiji Astuti Yudi Kurniawan Yunus, Marlina Yusran, Sartiah Zahra Ayu Qalbina Zainal Arifin