CV

Education

S.T. in Dept. of Electrical Engineering, Universitas Muhammadiyah Surakarta, Indonesia, 2003
M.Eng. in Dept. of Electrical Engineering, Universitas Gadjah Mada, Indonesia, 2009
Ph.D in Dept. of Information Science, Nara Institute of Science and Technology, Japan, 2020

Experience

2009 - Current: Lecturer in Dept. of Informatics
- Universitas Muhammadiyah Surakarta
- Primary task: Teaching
- Other tasks: Research, Community service
Nov - Dec 2019: Visiting Research Student
- University of Wollongong, Australia.
- Under the supervision of Professor Hoa Khanh Dam at Decision System Lab.
- I was working on the research topic of automated classifier for identifying fixing code based on source code comments.
Oct 2017 - Sep 2020: PhD Student
- Nara Institute of Science and Technology
- Research topic: Software analytics for new insights
- Co Supervisor: Professor Hideaki Hata
- Supervisor: Professor Kenichi Matsumoto

Publications

Perkembangan Pengetahuan Anak Usia Dini Melalui Permainan Komputer Edukatif (Studi Kasus TK Aisyiyah 3 Salatiga)

Nugroho, Y.S. (2011). "Perkembangan Pengetahuan Anak Usia Dini Melalui Permainan Komputer Edukatif (Studi Kasus TK Aisyiyah 3 Salatiga)". KomuniTi. 3(1).

Seleksi Sekolah Menengah Lanjutan Menggunakan Analytic Hierarchy Process

Nugroho, Y.S., Ulinuha, A., Aji, N.N.S. (2013). "Seleksi Sekolah Menengah Lanjutan Menggunakan Analytic Hierarchy Process". KomuniTi. 5(2).

Analisa Kecepatan Proxy Squid, Safesquid dan Polipo Pada Ubuntu Server

Al Irsyadi, F.Y., Nugroho, Y.S., Wuryanto, D. (2013). "Analisa Kecepatan Proxy Squid, Safesquid dan Polipo Pada Ubuntu Server". Emitor. 13(2).

Klasifikasi Masa Studi Mahasiswa Fakultas Komunikasi dan Informatika UMS Menggunakan Algoritma C4.5

Nugroho, Y.S., Setyawan. (2014). "Klasifikasi Masa Studi Mahasiswa Fakultas Komunikasi dan Informatika UMS Menggunakan Algoritma C4.5". KomuniTi. 6(1).

Aplikasi Pemrediksi Masa Studi dan Predikat Kelulusan Mahasiswa Informatika Universitas Muhammadiyah Surakarta Menggunakan Metode Naive Bayes.

Nurrohmat, M.A., Nugroho, Y.S. (2015). "Aplikasi Pemrediksi Masa Studi dan Predikat Kelulusan Mahasiswa Informatika Universitas Muhammadiyah Surakarta Menggunakan Metode Naive Bayes". Khazanah Informatika. 1(1).

Klasifikasi dan Klastering Penjurusan Siswa SMA Negeri 3 Boyolali

Nugroho, Y.S., Haryati, S.N. (2015). "Klasifikasi dan Klastering Penjurusan Siswa SMA Negeri 3 Boyolali". Khazanah Informatika. 1(1)

Implementasi Data Warehouse Dan Data Mining Untuk Pengembangan Sistem Rekomendasi Pemilihan SMA

Nugroho, Y.S., Salma, T.D., Rokhanudin, S. (2016). "Implementasi Data Warehouse Dan Data Mining Untuk Pengembangan Sistem Rekomendasi Pemilihan SMA". Khazanah Informatika. 2(2).

Klasifikasi Kanker Payudara Menggunakan Algoritma Gain Ratio

Farahdiba, B.A., Nugroho, Y.S. (2016). "Klasifikasi Kanker Payudara Menggunakan Algoritma Gain Ratio". Jurnal Teknik Elektro. 8(2).

Prediksi Rating Film Menggunakan Metode Naive Bayes

Pratiwi, R.W., Nugroho, Y.S. (2016). "Prediksi Rating Film Menggunakan Metode Naive Bayes". Jurnal Teknik Elektro. 8(2).

Penerapan Data Mining Untuk Prediksi Rating Penjualan Buku Menggunakan Metode Naive Bayes

Sulastri, S., Nugroho, Y.S. (2017). "Penerapan Data Mining Untuk Prediksi Rating Penjualan Buku Menggunakan Metode Naive Bayes". Duta.com. 12(2).

Sistem Klasifikasi Variabel Tingkat Penerimaan Konsumen Terhadap Mobil Menggunakan Metode Random Forest

Nugroho, Y.S., Emiliyawati, N. (2017). "Sistem Klasifikasi Variabel Tingkat Penerimaan Konsumen Terhadap Mobil Menggunakan Metode Random Forest". Jurnal Teknik Elektro. 9(1).

Identifying Algorithm Names in Code Comments

Klainongsuang, J., Nugroho, Y.S., Hata, H., Manaskasemsak, B., Rungsawang, A., Leelaprute, P., & Matsumoto, K. (2019). Identifying Algorithm Names in Code Comments. arXiv preprint arXiv:1907.04557.

From Academia to Software Development: Publication Citations in Source Code Comments

Inokuchi, A., Nugroho, Y.S., Konishi, F., Hata, H., Monden, A., & Matsumoto, K. (2019). From Academia to Software Development: Publication Citations in Source Code Comments. arXiv preprint arXiv:1910.06932.

A Topological Analysis of Communication Channels for Knowledge Sharing in Contemporary GitHub Projects

Jirateep Tantisuwankul, Yusuf Sulistyo Nugroho, Raula Gaikovina Kula, Hideaki Hata, Arnon Rungsawang, Pattara Leelaprute, Kenichi Matsumoto, A Topological Analysis of Communication Channels for Knowledge Sharing in Contemporary GitHub Projects, Journal of Systems and Software, 2019, 110416, ISSN 0164-1212, https://doi.org/10.1016/j.jss.2019.110416.

How different are different diff algorithms in Git? Use –histogram for code changes

Nugroho, Y. S., Hata, H., & Matsumoto, K. (2020). How Different Are Different diff Algorithms in Git?, Empirical Software Engineering, 25(1), pp. 790-823.

What network simulator questions do users ask? a large-scale study of stack overflow posts

Islam, S., Nugroho, Y. S., & Hoss, M.J. (2021). What network simulator questions do users ask? a large-scale study of stack overflow posts, Indonesian Journal of Electrical Engineering and Computer Science, Vol. 21, No. 3, pp. 1622-1633.

How are project-specific forums utilized? A study of participation, content, and sentiment in the Eclipse ecosystem

Nugroho, Y.S., Islam, S., Nakasai, K., Rehman, I, Hata, H., Kula, R.G., Nagappan, M., & Matsumoto, K. (2021). How are project-specific forums utilized? A study of participation, content, and sentiment in the Eclipse ecosystem. Empirical Software Engineering, 26(132).

Yusuf Sulistyo Nugroho

CV