Personal profile
Research interests
Natural Language Processing, Information Retrieval, Big Data, Data Science, Artificial Intelligence, and Optimization
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 2 Zero Hunger -
SDG 3 Good Health and Well-being -
SDG 6 Clean Water and Sanitation -
SDG 7 Affordable and Clean Energy -
SDG 8 Decent Work and Economic Growth -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities -
SDG 12 Responsible Consumption and Production -
SDG 13 Climate Action -
SDG 15 Life on Land
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Collaborations and top research areas from the last five years
Projects
- 3 Active
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KASIR PINTAR UNTUK MEMBANTU KEGIATAN UMKM DI DESA SIDOGIRI, PASURUAN
Ghani, M. (PI), Fakhruzzaman, M. N. (CoPI) & Maryamah (CoPI)
1/11/24 → …
Project: Other
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PELATIHAN PENGELOLAAN DATA SISWA SMPN 52 DAN SMPN 19 SURABAYA BERBASIS WEBSITE SEBAGAI UPAYA EFISIENSI PROSES MANAJEMEN
Ghani, M. (PI), Maryamah (CoPI) & Fakhruzzaman, M. N. (CoPI)
1/12/23 → …
Project: Other
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SISTEM TANYA JAWAB OTOMATIS PERMASALAHAN FTMM BERBASIS ARTIFICIAL INTELLIGENT
Maryamah (PI), Ghani, M. (CoPI) & Raharjana, I. K. (CoPI)
1/01/23 → …
Project: Research
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Predicting Surabaya’s Rainfall: A Comparative Study of Naïve Bayes, K-Nearest Neighbor, and Random Forest
Ramadan, A., Syahputra, M. A., Rantini, D., Ningrum, R. A., Fakhruzzaman, M. N., Fajar, A., Maryamah, Yandra, M. M., Alya, N. A., Hillaby, M. F. A. & Sesay, A., 1 Jan 2025, In: Data and Metadata. 4, 1075.Research output: Contribution to journal › Article › peer-review
Open Access -
Retrieval with Semantic Query Expansion Using Context-Based Graph Approaches
Purwitasari, D., Maryamah, M., Mulia, S. K. & Adillion, I. G., 2025, 2025 International Electronics Symposium, IES 2025. Institute of Electrical and Electronics Engineers Inc., p. 777-782 6 p. (2025 International Electronics Symposium, IES 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Chatbots in Academia: A Retrieval-Augmented Generation Approach for Improved Efficient Information Access
Maryamah, M., Irfani, M. M., Tri Raharjo, E. B., Rahmi, N. A., Ghani, M. & Raharjana, I. K., 2024, KST 2024 - 16th International Conference on Knowledge and Smart Technology. Institute of Electrical and Electronics Engineers Inc., p. 259-264 6 p. (KST 2024 - 16th International Conference on Knowledge and Smart Technology).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
22 Citations (Scopus) -
Hybrid Information Retrieval with Masked and Permuted Language Modeling (MPNet) and BM25L for Indonesian Drug Data Retrieval
Maryamah, M., Wilsen, G., Suhalim, C. T., Septiana, R., Fajar, A. & Solihin, M. I., 2024, KST 2024 - 16th International Conference on Knowledge and Smart Technology. Institute of Electrical and Electronics Engineers Inc., p. 242-247 6 p. (KST 2024 - 16th International Conference on Knowledge and Smart Technology).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
Kalman filter based on a fractional discrete-time stochastic augmented CoVid-19 model
Ghani, M., Rantini, D. & Maryamah, Jun 2024, In: Journal of Biosafety and Biosecurity. 6, 2, p. 76-98 23 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (Scopus)