Basic Information

Research Interest: Decision  Support System for Crisis Management, Geoinformatics

Email: silmi[at]

Google Scholar Profile.


Undergraduate, Electrical Engineering, Universitas Gadjah Mada, Indonesia.

Master, Electrical Engineering, Universitas Gadjah Mada, Indonesia.

Doctorate, Earth Resources Engineering, Kyushu University, Japan.

Active Students (As Main Supervisor)

  • Andris Faesal
  • Hamid Muh Jumasa


Ontology of Volcano System and Volcanic Hazards Assessment, International Journal of Geoinformatics Vol. 6, No. 4, 2010

Decision Support System for Stock Trading Using Multiple Indicators Decision Tree, Proceeding in The 1st International Conference on Information Technology, Computer, and Electrical Engineering ICITACEE, 2014

The Influence Of Lexicon Mapping To Accuracy Improvement On Sentiment Analysis, Prosiding pada International Conference on Quality in Research (QiR 2015)

A Comparative Study On Fuzzy Mamdani-sugeno-tsukamoto For The Childhood Tuberculosis Diagnosis, Prosiding pada The first International Conference on Science and Technology (ICST2015)

Pattern Of Accesibility Level Of Health Facilities In Yogyakarta, Prosiding pada 1st 2016 International Conference on Biomedical Engineering (iBioMed 2016)

I Forex Trend Prediction Technique Using Multiple Indicators And Multiple Pairs Correlations Dss: A Software Design, Proceeding pada The 8th 2016 CITEE (National Conference on Information Technology and Electrical Engineering)

Association Rule Pada Point Of Sale Swalayan Dengan Market Basket Analysis, Prosiding pada Seminar Nasional Inovasi Dan Aplikasi Teknologi Di Industri (SENIATI) 2017