Projects per year
Personal profile
Research interests
Information Extraction
Text & Data Mining
e-Commerce
Sentiment Analysis
Social Network Analysis
Enterprise Resource Planning
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 1 No Poverty
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SDG 2 Zero Hunger
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SDG 3 Good Health and Well-being
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SDG 4 Quality Education
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SDG 7 Affordable and Clean Energy
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SDG 8 Decent Work and Economic Growth
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SDG 9 Industry, Innovation, and Infrastructure
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SDG 10 Reduced Inequalities
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SDG 11 Sustainable Cities and Communities
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SDG 12 Responsible Consumption and Production
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SDG 13 Climate Action
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SDG 15 Life on Land
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SDG 16 Peace, Justice and Strong Institutions
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SDG 17 Partnerships for the Goals
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Collaborations and top research areas from the last five years
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Bantuan Pengelolaan Kelompok Riset/Laboratorium Tahun 2025 - Information Retrieval and Natural Language Processing
Budi, I. (PI)
31/10/25 → 7/11/26
Project: Research
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A Cross-Domain Few-Shot Learning Approachfor Aspect-Based Sentiment Analysis of Indonesian Customer Reviews
Budi, I. (PI)
22/05/25 → 30/11/27
Project: Research
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Pengembangan Model Deep Learning Berbasis Hierarki untuk Klasifikasi Kegiatan Usaha Berdasarkan KBLI dengan Peningkatan Generalisasi
Budi, I. (PI)
28/05/25 → 19/12/25
Project: Research
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Pengembangan Model Transformer T5 untuk Pembangkitan Pertanyaan Pilihan Ganda dalam Bahasa Indonesia
Budi, I. (PI)
28/05/25 → 19/12/25
Project: Research
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Automated Short Answer Scoring using Sentence Transformers and Deep Learning
Budi, I. (PI)
PUTI Pascasarjana Universitas Indonesia
1/01/23 → 1/01/24
Project: Research
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Benchmarking AMSunda: Evaluating Sparse and Dense Retrieval Architectures for Sundanese Information Retrieval
Garnadi, F., Alfina, I., Yulianti, E. & Budi, I., 2026, SIML 2026 - International Conference on Smart Computing, Internet of Things, and Machine Learning. Institute of Electrical and Electronics Engineers Inc., (SIML 2026 - International Conference on Smart Computing, Internet of Things, and Machine Learning).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Detection of illegal drug activities in Indonesia via social media X
Sedar, A. H., Yudokusumo, L., Budi, I., Ramadiah, A., Santoso, A. B. & Putra, P. K., 24 May 2026, (Accepted/In press) In: IAES International Journal of Artificial Intelligence. 15, 4, p. 3376-3388 13 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Enhancing Indonesian Sentiment Analysis via LLM Driven Sarcasm Detection and Ensemble Learning
Padhana, K. A. & Budi, I., Jun 2026, 2026 International Conference on Advancement in Data Science, E-Learning and Information System, ICADEIS 2026. Institute of Electrical and Electronics Engineers Inc., 6 p. (2026 International Conference on Advancement in Data Science, E-Learning and Information System, ICADEIS 2026).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Enhancing multi-level prediction consistency in business activity classification through a hierarchical approach
Noviyanti, I., Aji, R. F. & Budi, I., 2026, In: PeerJ Computer Science. 12, e4039.Research output: Contribution to journal › Article › peer-review
Open Access -
Evaluating Sparse-Dense Hybrid Fusion Strategies on the Indonesian Mr. TyDi Benchmark
Saragih, M. A. A. R., Yulianti, E., Alfina, I. & Budi, I., 2026, 2026 International Conference on Advancement in Data Science, E-Learning and Information System, ICADEIS 2026. Institute of Electrical and Electronics Engineers Inc., (2026 International Conference on Advancement in Data Science, E-Learning and Information System, ICADEIS 2026).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review