Minat Penelitian / Research Interest

• Data mining
• Text Mining
• Machine Learning
• Computational Social Science

Publikasi Ilmiah

• Mohammad Ilham Nur Rohman, Siti Mariyah Public Response Analysis toward Poverty Reduction Program in Indonesia 2014-2018 through Twitter Data Journal of Data Science and Its Applications 2019
• Nahda Rosa Ramadhanti, Siti Mariyah Document Similarity Detection Using Indonesian Language Word2vec Model Proceeding of The 3rd International Conference on Informatics and Computational Science 2019
• Chonan Firda Odayakana Umareta, Siti Mariyah Fuzzy Semantic-Based String Similarity Experiments to Detect Plagiarism in Indonesian Documents Proceeding of The 3rd International Conference on Informatics and Computational Science 2019
• Agung Tika Wicaksono, Siti Mariyah Social Network Analysis of Health Development in Indonesia Proceeding of The 3rd International Conference on Informatics and Computational Science 2019
• Siti Mariyah, Indrajani Sutedja, Ranu Yulianto and Setia Pramana Reveal the Customer Behavior from Business SMS Text Using Named Entity Recognition ICIC Express Letters 2019
• Siti Mariyah Sistem Informasi Pengolahan dan Monitoring Laporan Penerimaan Negara Bukan Pajak (PNBP) Badan Pusat Statistik Jurnal Aplikasi Statistika dan Komputasi Statistik 2013
• Siti Mariyah Peranan dan Tantangan Big Data bagi national Statistics Office Proceeding of e-Indonesia Initiative Forum X Conference 2014
• Siti Mariyah Identification of Big Data Opportunities and Challenges in Statistics Indonesia 2014 International Conference on ICT For Smart Society (ICISS) 2014
• Siti Mariyah and Dwi Hendratmo Widyantoro A Multi-strategy Approach for Information Extraction of Financial Report Documents 2015 International Conference on Information & Communication Technology and Systems (ICTS) 2015
• Nensi Fitria Deli and Siti Mariyah Developing Panel Data and Time Series Application (DELTA): Smoothing Module Jurnal Aplikasi Statistika dan Komputasi Statistik 2017
• Wahyu Calvin Frans Mariel and Siti Mariyah Sentiment Analysis- A Comparison of Deep Learning Neural Network Algorithm with SVM and Naïve Bayes for Indonesian Text IOP Journal of Physics: Conference Sereies 2017
• Arie Wahyu Wijayanto, Siti Mariyah, Ayu Purwarianti Enhancing Clustering Quality of Fuzzy Geographically Weighted using Ant Colony Optimization 2017 International Conference on Data and Software Engineering (ICoDSE) 2017
• Ranu Yulianto and Siti Mariyah Building Automatic Mind Map Generator for Nature Disaster News in Bahasa Indonesia 2017 International Conference on Information Technology Systems and Innovation (ICITSI) 2017

Publikasi atau Hasil Pekerjaan Internal

• "Pemodelan Berat Hasil Ubinan, Pola Luas Tanam, dan Ketepatan Klasifikasi Fase Tumbuh Padi dengan Machine Learning", Timbang Sirait, Ekaria, Achmad Prasetyo, Siti Mariyah, Siskarossa Ika Oktora, Budi Yuniarto, Politeknik Statistika STIS, 2019
• "Laporan StudiPendataan E-commerce Menggunakan Teknik Big Data", Setia Pramana, Siti Mariyah, Takdir, Geri Yesa Ermawan, Muhammad Luqman, Politeknik Statistika STIS dan Subdirektorat Statistik Komunikasi dan Teknologi Informasi, 2019

Projek Penelitian Berjalan

• Mobility pattern analysis from mobile positioning data (GPS)

Riwayat Pendidikan

• D4, Sekolah Tinggi Ilmu Statistik Statistik
• S2, Institut Teknologi Bandung

Mata Kuliah yang Diampu atau Pernah Diampu

• DATA MINING
• Komputasi Statistik
• Basis Data
• Data Mining dan Knowledge Management
• Kecerdasan Buatan
• Basis Data Lanjutan
• Interaksi Manusia dan Komputer
• PENGANTAR TEKNOLOGI INFORMASI
• Pemrograman Terstruktur
• Program Pengolahan Data Statistik
• Sistem Database II
• Algoritma dan Pemrograman
• Praktikum Metode Statistik I
• Praktikum PTI
• Sistem Database I
• 1. Algoritma Pemrograman - Politeknik Statistika STIS - 2012-2016
• 2. Basisdata - Politeknik Statistika STIS - 2015-2018
• 3. Basisdata Lanjutan - Politeknik Statistika STIS - 2017-2018
• 4. Data Mining - Politeknik Statistika STIS- 2018-sekarang
• 5. Komputasi Statistik - Politeknik Statistika STIS -2019-sekarang

Riwayat Pekerjaan

• Consultant of rumah123.com (Number 1 Property E-commerce in Indonesia) As Data Analyst: Build Recommendation System for Web Search - December 2016-May 2017
• Data Science Training Instructor- Mars Data Science Corporate’s Consultant and provide and deliver data science course for Auto2000 (the biggest Toyota Dealer Company) staff - April-May 2019
• Capstone Projects Supervisor-Mars Data Science Corporate’ Consultant and supervises Capstone Projects for Auto2000 (the biggest Toyota Dealer Company) staff - June-July 2019

Sertifikat Profesi / Kompetensi

Keanggotaan Organisasi Profesi

Penghargaan, Beasiswa, Hibah Pribadi

• 2015- Winner of The Big Data Ideas Competition for Urban Issues (Coach) held by United Nations Global Pulse Jakarta “Dengue Fever Early Warning System For Jakarta” (http://www.unglobalpulse.org/blog/winners-big-ideas-competition-asia-urban-issues-announced)