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All Journal JURNAL MEDIA INFORMATIKA BUDIDARMA Jurnal Inovasi Hasil Pengabdian Masyarakat (JIPEMAS) Journal of Information Technology and Computer Engineering Jurnal Basicedu EDUKATIF : JURNAL ILMU PENDIDIKAN Building of Informatics, Technology and Science Dinasti International Journal of Education Management and Social Science Jurnal Pendidikan Teknologi Informasi dan Vokasional Bubungan Tinggi: Jurnal Pengabdian Masyarakat Jurnal Sistem Komputer dan Informatika (JSON) Jurnal Pengabdian Masyarakat Khatulistiwa Jurnal Teknologi Informatika dan Komputer Jurnal UNITEK Indonesian Community Journal SENTRI: Jurnal Riset Ilmiah Digital Transformation Technology (Digitech) Jurnal Basicedu Jurnal Inovasi Pendidikan dan Teknologi Informasi (JIPTI) Akademika Jurnal Pendidikan MIPA
Aminuddin, Fattachul Huda
Teknologi Informasi, Fakultas Ilmu Komputer, Universitas Nurdin Hamzah
Aerospace Engineering Agriculture, Biological Sciences & Forestry Arts Humanities Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Public Health Social Sciences Other

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Analisis Kinerja Algoritma Bubble Sort, Selection Sort, dan Insertion Sort Menggunakan Python pada Data Mahasiswa Gustina Gustina; Ahmad Husna Ahadi; Fattachul Huda Aminuddin; Muhammad Farhan Syawal
Jurnal Inovasi Pendidikan dan Teknologi Informasi (JIPTI) Vol. 6 No. 2 (2025): Jurnal Inovasi Pendidikan dan Teknologi Informasi (JIPTI)
Publisher : Information Technology Education Department

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52060/jipti.v6i2.3792

Abstract

This study aims to analyze the performance of three fundamental sorting algorithms—Bubble Sort, Selection Sort, and Insertion Sort—implemented using the Python 3.12.10 programming language. The experiment was conducted using five dataset sizes consisting of student data with 50, 100, 150, 200, and 250 records. Each algorithm was tested under three data order conditions: random, nearly sorted, and reversed. The experimental results indicate that Insertion Sort achieved the most efficient execution time for nearly sorted data, averaging below one millisecond, while Bubble Sort exhibited the slowest performance, particularly on reversed data, with execution times exceeding 30 milliseconds. Selection Sort maintained consistent performance across conditions but remained slower than Insertion Sort in most cases. Overall, the empirical findings support the theoretical O(n²) time complexity and reinforce the learning of algorithm efficiency concepts in the Algorithm and Data Structure course of the Information Technology Study Program.
Co-Authors Noni Rahmawati Abdullah, MT, Dr. Rijal Adinda S., Kasih Afif Rahman Riyanda Afrilianto, Robby Agariadne Dwinggo Samala Ahadi, Ahmad Husna Ahmad Husna Ahadi Ahmad Louis, Ahmad Ahmad Ridoh Aktan, Rizky Nurman Ambiyar, Ambiyar Cania, Giska Meisya Defitria Delpasri, M. Djauhari, Teuku Djauhari, Teuku D Elzas Elzas Elzas Elzas, Elzas Fadhilah Fadhilah Fadhilah Fadhilah Fadhli Ranuharja Fery Purnama Fery Purnama, Fery Firdaus Firdaus Firdaus Fitra Novriadi Fitri Yanti Gustina Gustina Gustina Gustina Gustina Gustina Gustina Gustinar Indah Kusuma Dewi, Indah Kusuma Junaidi Surya, Junaidi Kusuma, Chandra Lailyn Puad, Lailyn Lubis, Arina Luthfini M. Azwan M.Pd, Merty Megawati Merti Megawaty Merty Megawati M.Pd Muhammad Danu Saputra Muhammad Farhan Syawal Mulyadi Rusli Nizwardi Jalinus Novhirtamely Kahar Novi Hendri Adi Novriadi, Fitra Pariyadi Pratiwi, Eka Melisa Putra, Yogi Irdes Ridwan Ridwan Rizky Nurman Aktan Santoso Saputra, Muhammad Danu Sopian, Abu Sri Mulyati Syahril Syahril Syahril Syahril Syaiful Islami Syawal, Muhammad Farhan Thomas Adrino Putra Tri Wiyoko Yandi Anzari