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ABDUL ROHMAN
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Prediksi Minat Mahasiswa Terhadap Kegiatan Sinematografi Menggunakan Algoritma C4.5 di Universitas Ngudi Waluyo Ray Taufiqy Sagala; Abdul Rohman
Multimatrix: Jurnal Ilmu Komputer Vol. 7 No. 2 (2025): Desember 2025
Publisher : Universitas Ngudi Waluyo

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Abstract

Minat merupakan salah satu hal yang paling mendasar bagi mahasiswa untuk menemukan bakatnya. Dan bakat mahasiswa sangatlah penting untuk diketahui oleh universitas sebagai kegiatan kemahasiswaan untuk mengembangkan potensi mahasiswa. Maka dari itu perlu adanya prediksi minat mahasiswa agar pihak universitas bisa mengetahui minat dan bakat mahasiswa. Oleh karena itu diperlukan system prediksi minat mahasiswa menggunakan Algoritma C4.5. Penelitian ini dirancang dan dikembangkan menggunakan aplikasi Microsoft Excel, yang kemudian di evaluasi akurasinya menggunakan aplikasi Rapid Miner. Dan hasil dari pengujian Confusion Matrix memperlihatkan bahwa system ini dapat berjalan sesuai dengan fungsinya yaitu melakukan prediksi minat mahasiswa terhadap kegiatan sinematografi. Serta pada pengujian akurasi, system ini menghasilkan nilai akurasi sangat baik sebesar 94,24%. Kata Kunci : Algoritma C4.5, Minat, Mahasiswa, Sinematografi Interest is one of the most basic things for students to discover their talents. And student talent is very important to be known by the university as a student activity to develop student potential. Therefore it is necessary to predict student interest so that the university can find out student interests and talents. Therefore we need a prediction system for student interest using the C4.5 Algorithm. This research was designed and developed using the Microsoft Excel application, which was then evaluated for accuracy using the Rapid Miner application. And the results of the Confusion Matrix test show that this system can run according to its function, namely predicting student interest in cinematography activities. As well as in testing accuracy, this system produces a very good accuracy value of 94.24%. Keywords : C4.5 Algorithm, Interest, Student, Cinematography
Co-Authors Ach Khoiri Nabil Adhi Gunawan Advendi Kristiandaru Afif Faisal Yasin Afni Putri Hairani Afrizal Zein Agung Yulianto Agus Haris Agustina Ari Murti Budi Hastuti Aida Syarif Alif Alvinas Amelia Kartini5 Annisah Rahma Palupi Aqib Zuhri Adi Kusuma Arista Candra Irawati Aska Juta Tafrika Putra Aysha Widya Utami Aysyah Lulu Fuadina Basuki Sulistio Bayu Cahyadi Budiman Abdullah Darda, Ahmad David Fahmi Abdillah David Prayogo Dea Nurazizah Deta verrensyah Dwi Gemina Dwiki Rahmadhana Dyah Eko Setyowati Dzodi Wijaya Ramadhan Elfrida Ratnawati Emmanuel Kevin Gunawan Endang Silaningsih Erna Susanti Esther Tirza Suzanti Kalalo Evi Dwi Kartikasari Evi Tri Anjani Faiz Budi Hakim Fanji Fakhru Zaman Gebrina Oktaviani Tarigan Giyo Sastra Manggali Gunawan, Alberto Donny Gusti Randy Pratama Halimatussadiah HARIYANTI Hasni Radhwatul Awaliyah Haya Desi Afifah Danu Ado Hilda Apriyani HUSNUL KHOTIMAH Idri IGNB. Catrawedarma Ilham Basri K Indriani Safitri Iskar Prayoga Iwan Setiawan Wibisono Jangka Rulianto Jumain Kania Pusriani Amalia Khairul Muzaka Kovovatun Nada Kurnia Sakti Latifatul Fajriyah Leila Kalsum Lily Arsanti Lestari Lily Arsanti Lestari Lufitasani Khusnunisa M. Fatih Naufal M. Firdaus Tri Kuncoro M. Qairul Rodzikin Maftuchah Maftuchah Maria Magdalena Melani Maria Suryaningsih Min Sahril Mita Okta Viyani Muhammad Diva Livarizi Muhammad Ikbal Riyadi Muhammad Muhyidin Muhammad Nasiruddin Muhammad Ridwan Mustika Erlinaningrum Nadia Miftahul Jannah Nurul Chotidjah Rahman, Wadidur Ray Taufiqy Sagala Ries Ardhian Sultansyah Rifka Rifka Rijaal Qurrota A’yuni Rinda Kuswati Rischa Nur Anisa Rochmawati, Nur Intan Rusdianasari Rusdianasari Salman Alfarizi Salman Salman Sinaga, Marissa Siska Nadeak Siswanto Soemarijadi Sri Devi Sri Maryati Sri Mujiyono Sri Wahyuni Sufiati Bintanah Sulistri Supriadi Surya Rahardja Susanto, Novella Susi Susilawati Syolahudin Sahariawi Taryanto Taufiq, Wildan Tiara Ramadhani Titik Khotiah Widi Syahtia Pane Yanti Mulyawati Yelsa Dearestiani Yoannes Romando Sipayung Yuliana Noor Setiawati Ulvie Zahra Humaira Febriyanti Zuli Arista