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Journal : Jurnal DISPROTEK

APLIKASI DATA MINING UNTUK MENGANALISIS ATURAN ASOSIASI TRACER STUDY DI IBI-KOSGORO1957 Rino Subekti; Astried Silvanie; Boy Firmansyah
Jurnal Disprotek Vol 14, No 1 (2023)
Publisher : Universitas Islam Nahdlatul Ulama Jepara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34001/jdpt.v14i1.3909

Abstract

Graduates as the end product of educational institutions are the quality objective and benchmark for the success of educational institutions. One strategy for obtaining feedback from graduates is using Tracer Study. This study aims to find and then analyze associative patterns can be found in the IBI-Kosgoro 1957 tracer study data. The search for association rules is carried out using the apriori algorithm. These patterns will be used to evaluate the characteristics of IBI-Kosgoro 1957 graduate students. Implementation of data mining is done using the Python programming language and executed using Google Colabs. The dominant characteristics of the IBI Kosgoro 1957 graduates are there are more non-entrepreneurial office workers, less active in organizations, moderate GPA scores, but can speak at least one foreign language and the most language is English. There are more who work not according to their educational background than work according to their scientific field, the proportion is almost the same. The GPA value itself does not affect success in getting a job that earns above UMP. Even so, 30% of them earn above UMP. With a minimum support of 10% and confidence above 50%, graduates will work according to their field of knowledge and earn an income above the UMP if they are bilingual, not actively organized and quickly looking for work.
Co-Authors Achmad Fauzi Akbar, Astried Silvani Akmal Bagus Ramadhan Al Farid, Muhammad Iswari Amanda Arista Andhika Riski Sabian Andri Priawijaya Nur Angelia, Filda Ardhianto, Erdiek Ardi Kurniawan Ardianto, Erdhiek ARI KURNIAWAN Ari Kurniawan Arista, Amanda Aryanti Kristantini, Rr. Asep Mulyana Wihandar Asep Mulyana Wihandar Astried Silvani Akbar Astried Silvanie Astried Silvanie Astried Silvanie Ayanti Kristantini, Rr B Harjo Baskoro Bagas Kurniawan Bahaudin Syah, Muhammad Ilyas Baskoro , Harjo Baskoro, Benecditus Harjo cahya, waskita Dade Maulana Machdum Daffa Ramadhani Dany Rayhan Devi Puspita Sari, Devi Puspita Dian Gustina, Dian Diantoro, Karno Dicky Hidayat Dimas Putra Dimas Dimas, Dimas Putra Dini Amalia Dini Amalia, Dini Dwi Saputra, Muhammad Farhan Dwi Sidik Permana Dwi Sidik Permana Dwi Sidik Permana Erdiek Ardhianto Erdiek Ardhianto Evianti , Natalia Fauzan, Septian Febriansyah, Muhammad Filda Angelia Filda Angellia Ghanistantiono Dwi Gumilar, Muhammad Diyo Hafidz Akhdan Reynaldi Hafizah Rifiyanti Hidayat, Syamsu Hilman Jihadi Hilman Jihadi, Hilman Iswahyu Pranawukir Jaya , Rahmat Jaya, Rahmat Jayanto, Richard Jeremy Novaldo Parera Jihadi , Hilman Jonathan, Michael Karepesina, Rubia Karno Diantoro Kurnia, Sri Kurniawan, Bagas Machfuudztry, Sabrina Muhammad Diyo Gumilar Muhammad Farhan Dwi Saputra Muhammad Ilyas Bahaudin Syah Muhammad Iswari Al Farid Muhammad Zulfikar Mulyana Wihandar , Asep Nancylia, Merry Natalia Evianti Natalia Evianti Nur Ismawati, Nur Nur, Andri Priawijaya Nuraini Purwandari Nuraini S Nursina Nursina, Nursina Parera, Jeremy Novaldo Permana, Dwi Sidik Pramestari, Diah Prasetya, Yuli Prita Vernanda Virly PURWANTI PURWANTI Rachman, Zacky Fatur Rahmat Jaya Ramadhan, Rian Nanda Ramadhani, Daffa Rayhan, Dany Reynaldi, Hafidz Akhdan Rian Nanda Ramadhan Richard Jayanto Rifiyanti, Hafizah Rino Subekti RR Aryanti Kristantini RR. Aryanti Kristantini RR. Aryanti Kristantini Rusmawati, Retno Danu Ruswiati Suryasaputra S, Nuraini Sabrina Machfuudztry Sakti, Essy Malays Sari Salsabilla, Lusiyana Septian Fauzan Sidik Permana , Dwi Sri Kurnia Steven Rahmat, Mars Syamsu Hidayat Taruna Nasution, Taruna Virly, Prita Vernanda Wagiyati P, Susi Waskita Cahya Waskita Cahya Wihandar, Asep Mulyana Yunita Sari Zacky Fatur Rachman