Minat Penelitian / Research Interest

• Data-to-Text Generation
• Text Classification
• Topic Modeling
• Information Extraction
• Natural Language Processing
• Deep Learning
• Data Mining
• Pengembangan Sistem Informasi

Publikasi Ilmiah

• Cynthia As Bahri, Lya Hulliyyatus Suadaa Aspect-Based Sentiment Analysis in Bromo Tengger Semeru National Park Indonesia Based on Google Maps User Reviews Indonesian Journal of Computing and Cybernetics Systems (IJCCS) 2023
• Muhammad Apriesya Wastu Nirbhaya, Lya Hulliyyatus Suadaa Traffic Incidents Detection in Jakarta on Twitter Texts with a Multi-Label Classification Approach the 10th International Conference on Computer, Control, Informatics and its Applications (IC3INA) 2023
• Iftitah Athiyyah Rahma, Lya Hulliyyatus Suadaa Penerapan Text Augmentation untuk Mengatasi Data yang Tidak Seimbang pada Klasifikasi Teks Berbahasa Indonesia Jurnal Teknologi Informasi dan Ilmu Komputer (JTIIK) 2023
• Kharisma Ayu Pradani, Lya Hulliyyatus Suadaa Automated Essay Scoring Menggunakan Semantic Textual Similarity Berbasis Transformer untuk Penilaian Ujian Esai Jurnal Teknologi Informasi dan Ilmu Komputer (JTIIK) 2023
• Lya Hulliyyatus Suadaa, Lutfi Rahmatuti Maghfiroh, Muhammad Luqman, Isfan Nur Fauzi STIS at the NTCIR16-DataSearch 2 Task: Ad-hoc Data Retrieval Ranking with Pretrained Representative Words Prediction Proceedings of the 16th NTCIR Conference on Evaluation of Information Access Technologies 2022
• Komang Uning Sari Devi, Lya Hulliyyatus Suadaa Extractive Text Summarization for Snippet Generation on Indonesian Search Engine using Sentence Transformers 2022 International Conference on Data Science and Its Applications (ICoDSA) 2022
• Almira Diva Sanya, Lya Hulliyyatus Suadaa Handling Imbalanced Dataset on Hate Speech Detection in Indonesian Online News Comments 2022 10th International Conference on Information and Communication Technology (ICoICT) 2022
• Lya Hulliyyatus Suadaa, Lutfi Rahmatuti Maghfiroh, Isfan Nur Fauzi, Siti Mariyah STIS at the NTCIR-15 Data Search Task: Document Retrieval Re-ranking Proceedings of the 15th NTCIR Conference on Evaluation of Information Access Technologies (2020) 2020
• Lya Hulliyyatus Suadaa, Hidetaka Kamigaito, Manabu Okumura, Hiroya Takamura Metric-Type Identification for Multi-Level Header Numerical Tables in Scientific Papers Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume 2021
• Lya Hulliyyatus Suadaa, Ibnu Santoso, Amanda Tabitha Bulan Panjaitan Transfer Learning of Pre-trained Transformers for Covid-19 Hoax Detection in Indonesian Language Indonesian Journal of Computing and Cybernetics Systems (IJCCS) 2021
• Lya Hulliyyatus Suadaa, Hidetaka Kamigaito, Kotaro Funakoshi, Manabu Okumura, Hiroya Takamura Towards Table-to-Text Generation with Numerical Reasoning Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
• Rizka Maulida Yanti, Ibnu Santoso, Lya Hulliyyatus Suadaa Application of Named Entity Recognition via Twitter on SpaCy in Indonesian (Case Study : Power Failure in the Special Region of Yogyakarta) Indonesian Journal of Information Systems (IJIS) 2021
• Lya Hulliyyatus Suadaa A survey on web usage mining techniques and applications Prosiding International Conference on Information Technology Systems and Innovation (ICITSI) 2014 2014
• Lya Hulliyyatus Suadaa Tracking Commuter Train Intrusion Through Twitter Crawling Jurnal Statistika dan Komputasi Statistik 2016
• Lya Hulliyyatus Suadaa, Ayu Purwarianti Combination of Latent Dirichlet Allocation (LDA) and Term Frequency-Inverse Cluster Frequency (TFxICF) in Indonesian text clustering with labeling Prosiding 4th International Conference on Information and Communication Technology (ICoICT) 2016 2016
• Umi Chuzaimah Zulkifli, Lya Hulliyyatus Suadaa Pengembangan Modul Preprocessing Teks untuk Kasus Formalisasi dan Pengecekan Ejaan Bahasa Indonesia pada Aplikasi Web Mining Simple Solution (WMSS) Jurnal Matematika, Statistika dan Komputasi Vol .15, No. 2, 95-103, January 2019 2019

Publikasi atau Hasil Pekerjaan Internal

• Research Dive Natural Language Processing, PulseLab Jakarta, 2016.

Projek Penelitian Berjalan

Riwayat Pendidikan

• DIV, Sekolah Tinggi Ilmu Statistik, Indonesia, Komputasi Statistik, 2006-2010
• S2, Institut Teknologi Bandung, Indonesia, Informatika, 2014-2016
• S3, Tokyo Institute of Technology, Jepang, Information and Communication Engineering, 2017-2021

Mata Kuliah yang Diampu atau Pernah Diampu

• Information Retrieval
• Rekayasa Perangkat Lunak
• Kecerdasan Buatan
• Pemrograman Berbasis Web
• Data Mining and Knowledge Management
• Sistem Informasi Geografis
• Struktur Data
• Algoritma dan Pemrograman

Riwayat Pekerjaan

• Ketua Unit Kajian Sains Data, 2022-sekarang
• Fungsional Dosen, 2016-sekarang

Sertifikat Profesi / Kompetensi

Keanggotaan Organisasi Profesi

• Sekretaris, Indonesia Association for Computational Linguistics (INACL), 2021-sekarang
• Direktur Ekosistem, Kolaborasi Riset dan Inovasi Industri Kecerdasan Artifisial (KORIKA), 2022-sekarang
• Anggota, The International Association for Statistical Computing (IASC) ISI, 2021

Penghargaan, Beasiswa, Hibah Pribadi

• Beasiswa APBN BPS Program Magister, 2014-2016
• Beasiswa LPDP Program Doktoral, 2017-2021