Prof. Dr. Taufik Fuadi Abidin, S.Si., M.Tech.
Prof. Dr. Taufik Fuadi Abidin, S.Si., M.Tech.
Fakultas Matematika dan Ilmu Pengetahuan Alam
Data Mining
Professional Summary

I am a Professor in Computer Science at Universitas Syiah Kuala. I completed my Ph.D. in Computer Science from North Dakota State University USA in 2006 under the supervision of Prof. Dr. William Perrizo and finished a Master's degree in Computer Science from Royal Melbourne Institute of Technology Australia in 2000. I had been a Senior Software Engineer at Ask.com, one of the U.S. core search engine companies, developing algorithms and implementing efficient production-level programs to improve web search results. I was involved in developing utilities for usage mining and query understanding using Natural Language Processing (NLP).  My research interests are in Machine Learning, Big Data Analytics, Web and Text Mining, Information Retrieval, and Information Extraction related topics which include acronyms extraction, web classification, social media mining, processing, and analyzing a large set of digital data. I have developed algorithms to automatically extract tropical diseases information reported on Indonesian online news articles and developed a repository of tropical disease incidents. I have also successfully developed algorithms to automatically determine the pairs of acronyms and expansions in the Indonesian language and developed what so-called IndoAcro, the Indonesian Acronyms and Expansions Repository. The acronyms and expansions are determined automatically using machine learning algorithms and to expedite the process, Hadoop big data technology was utilized.

Educational Background
2002 – 2006
S3
North Dakota State University
Ilmu Komputer/Informatika
1999 – 2000
S2
Royal Melbourne Institute Of Technology University
Ilmu Komputer
2000 – 1993
S1
Institut Teknologi Sepuluh November
Matematika
Journal of Information Systems Engineering and Business Intelligence
Journal of Electronics Electromedical Engineering and Medical Informatics
2026 [ Q4 · Journal ] Perceptions and Experiences of Foot Care among People with Type 2 Diabetes Mellitus: A Qualitative Study
Journal of the Liaquat University of Medical and Health Sciences
2026 [ No-Q · Journal ] SPATIAL CLUSTERING, AUTOCORRELATION, AND HOTSPOT ANALYSIS OF PULMONARY TUBERCULOSIS INCIDENCE IN BANDA ACEH, INDONESIA.
Periodic Epidemiology Journal/Jurnal Berkala Epidemiologi 14 (2), 185, 2026
Applied Computational Intelligence and Soft Computing
Journal of Information Systems Engineering and Business Intelligence
Defect and Diffusion Forum
International Journal of Disaster Management 8 (2), 119-140, 2025
Applied Computational Intelligence and Soft Computing
Narra J
Jurnal Nasional Teknik Elektro dan Teknologi Informasi
2024 [ No-Q · Journal ] Learning Rate Analysis for Pain Recognition Through Viola-Jones and Deep Learning Methods
Jurnal Nasional Teknik Elektro dan Teknologi Informasi 13 (2), 77-83, 2024
2023 [ No-Q · Journal ] Strategi Peningkatan Kualitas Menuju Perguruan Tinggi Berkelas Dunia
Direktorat Jenderal Pendidikan Tinggi, Riset, dan Teknologi 87, 2023
Journal of Engineering Science and Technology
Applied Sciences Switzerland
Applied Computational Intelligence and Soft Computing
Journal of Information Systems Engineering and Business Intelligence 8 (1 ..., 2022
2022 [ No-Q · Journal ] Research Article Acoustic Model with Multiple Lexicon Types for Indonesian Speech Recognition
Information Switzerland
Heliyon
International Journal of Business Intelligence and Data Mining
Jurnal Peluang
Jurnal Natural 19 (3), 64-68, 2019
Jurnal Peluang 7 (1), 13-21, 2019
Jurnal Rekayasa Elektrika 14 (1), 19-25, 2018
Jurnal Komputer, Informasi Teknologi, dan Elektro
Jurnal Pendidikan Matematika
Jurnal Rekayasa Elektrika 12 (1), 16-20, 2016
2016 [ No-Q · Journal ] ANALISA KEEFEKTIFAN MYSQL CLUSTER DAN NON-CLUSTER DALAM MEMPROSES DATA AKADEMIK
SESINDO 2016 2016, 2016
Journal of Emerging Technologies in Web Intelligence
2013 [ No-Q · Journal ] Klasifikasi Gambar Berwarna Menggunakan K-Nearest Neighbor dan Support Vector Machine
SNASTIKOM, 2013
Advances in Information Sciences and Service Sciences
SNATIKA 1 (1), 2011
2010 [ No-Q · Journal ] Method and System for Data Mining of Very Large Spatial Datasets using Vertical Set Inner Products
US Patent 7,836,090, 2010
Internetworking Indonesia Journal
Encyclopedia of Data Warehousing and Mining Second Edition
2006 [ No-Q · Journal ] A Vertical Approach to Computing Set Squared Distance
IJ Comput. Appl. 13 (2), 94-102, 2006
2006 [ No-Q · Journal ] Vertical total variation for developing a scalable nearest neighbor classifier
North Dakota State University, 2006
Encyclopedia of Database Technologies and Applications
2005 [ No-Q · Book ] Vertical Data Mining
Encyclopedia of Data Warehousing and Mining 2 Volumes
2004 [ No-Q · Journal ] North Dakota State-Wide Housing Needs Assessment: 2004 Final Report
Retrieved May, 2006, 2004
- [ No-Q · Journal ] Vertical Set Inner Products: A Fast and Scalable Technique to Compute Total Variation in Large Data Set
2026 18th International Conference on Knowledge and Smart Technology (KST ..., 2026
International Conference on Data Science and Artificial Intelligence, 253-265, 2024
2025 [ Q4 · Conference Proceedin ] Preface
Bio Web of Conferences
2025 IEEE International Conference on Communication, Networks and Satellite ..., 2025
2025 28th Conference of the Oriental COCOSDA International Committee for the ..., 2025
2025 International Conference on ICT for Smart Society (ICISS), 1-6, 2025
2024 7th International Conference on Informatics and Computational Sciences ..., 2024
2024 International Conference on Electrical Engineering and Informatics ..., 2024
2024 International Conference on Electrical Engineering and Informatics ..., 2024
2024 Ninth International Conference on Informatics and Computing (ICIC), 1-5, 2024
2024 Ninth International Conference on Informatics and Computing (ICIC), 1-6, 2024
2024 [ No-Q · Conference Proceedings ] Streamlit application for helmet detection based on YOLOS: Case study Indonesia
2024 International Conference on Decision Aid Sciences and Applications ..., 2024
2023 3rd International Conference on Computing and Information Technology ..., 2023
2023 International Conference on Computer, Control, Informatics and its ..., 2023
International Conference on Data Science and Artificial Intelligence, 279-287, 2023
2023 Eighth International Conference on Informatics and Computing (ICIC), 1-6, 2023
2023 [ No-Q · Conference Proceedin ] Deep Age Estimation Model Optimization
2023 International Workshop on Artificial Intelligence and Image Processing ..., 2023
2023 International Conference on Information Technology and Computing ..., 2023
2022 International Conference on Electrical Engineering and Informatics ..., 2022
2022 International Conference on Electrical Engineering and Informatics ..., 2022
2022 IEEE International Conference on Communication, Networks and Satellite ..., 2022
2022 Seventh International Conference on Informatics and Computing (ICIC), 1-6, 2022
Iceecit 2022 Proceedings 2022 International Conference on Electrical Engineering Computer and Inform
2022 International Conference on Electrical Engineering, Computer and ..., 2022
2022 6th International Conference on Information Technology, Information ..., 2022
2021 International Conference on Computer System, Information Technology ..., 2021
2021 International Conference on Data Science, Artificial Intelligence, and ..., 2021
2021 5TH INTERNATIONAL CONFERENCE ON INFORMATICS AND COMPUTATIONAL SCIENCES (ICICOS 2021)
Journal of Physics: Conference Series 1460 (1), 012045, 2020
Journal of Physics: Conference Series 1566 (1), 012100, 2020
International Symposium on Project Approaches in Engineering Education
2020 INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATICS (ICELTICS 2020)
2020 INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATICS (ICELTICS 2020)
2020 INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATICS (ICELTICS 2020)
Iop Conference Series Materials Science and Engineering
2019 IEEE International Conference on Cybernetics and Computational ..., 2019
2019 3RD INTERNATIONAL CONFERENCE ON INFORMATICS AND COMPUTATIONAL SCIENCES (ICICOS 2019)
Journal of Physics: Conference Series 1088 (1), 012056, 2018
Journal of Physics: Conference Series 1088 (1), 012048, 2018
Journal of Physics Conference Series
PROCEEDINGS OF 2018 THE 10TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND ELECTRICAL ENGINEERING (ICITEE)
2018 2ND INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATICS (ICELTICS)
2018 3rd International Conference on Information Technology, Information ..., 2018
2016 INTERNATIONAL CONFERENCE ON INFORMATICS AND COMPUTING (ICIC)
2017 INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATICS (ICELTICS)
2015 INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER SCIENCE AND INFORMATION SYSTEMS (ICACSIS)
Seminar Nasional Sistem Informasi Indonesia (SESINDO)
2014 INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY SYSTEMS AND INNOVATION (ICITSI)
Proceedings of the Annual International Conference, Syiah Kuala University ..., 2013
Seminar Nasional Teknologi Informasi dan Komunikasi
Seminar Nasional dan Expo Teknik Elektro
Seminar Nasional Teknologi Informasi dan Komunikasi
20th International Conference on Software Engineering and Data Engineering ..., 2011
FOURTH INTERNATIONAL CONFERENCE ON COMPUTER AND ELECTRICAL ENGINEERING (ICCEE 2011)
2011 [ No-Q · Conference Proceedings ] Analisa dan Evaluasi Afiks Stemming untuk Bahasa Indonesia
Seminar Nasional Dan Expo Teknik Elektro, 46-51, 2011
Seminar Nasional Teknologi Informasi, Komunikasi, dan Aplikasinya
International Conference on Education Technology and Computer 4, V4-422-V4-426, 2010
2009 [ No-Q · Conference Proceedings ] Pengelompokan Dokumen Menggunakan K-Means dan Singular Value Decomposition: Studi Kasus Menggunakan Data Blog
Seminar Sistem Informasi Indonesia 2009 (Sesindo 2009), 2009
Proceedings of the 2006 ACM symposium on Applied computing, 536-540, 2006
Computers and their Applications, 360-365, 2006
Computers and their Applications, 47-52, 2006
2006 [ No-Q · Conference Proceedin ] Efficient image classification on vertically decomposed data
Proceedings of the 22nd International Conference on Data Engineering ..., 2006
PROCEEDINGS OF THE ISCA 20TH INTERNATIONAL CONFERENCE ON COMPUTERS AND THEIR APPLICATIONS
2005 [ No-Q · Conference Proceedin ] An API for transparent distributed vertical data mining
IASSE, 151-156, 2005
IASSE, 72-77, 2005
2025 Strategi Pengelolaan Fakultas Menuju Universitas Berkelas Dunia
Akhmaloka, Brian Yuliarto, Budi Widjaja Soetjipto, Danang Sri Hadmoko, Docki Saraswati, Ferani Eva Zulvia, Hermawan Kresno Dipojono, Indra Wijaya Kusuma, Kadarsah Suryadi, Muchlisin ZA, Muhammad Nasrum Massi, Ni Nyoman Tri Puspaningsih, Supriyadi, Su
Kementerian Pendidikan Tinggi, Sains, dan Teknolog
ISBN: 9786029290851
2022 Panduan kurikulum pengelolaan perguruan tinggi menuju universitas berkelas dunia
Akhmaloka, Badri Munir Sukoco, Budi Widjaja Soetjipto, Docki Saraswati, Ferani Eva Zulvia, Hermawan Kresno Dipojono, Indra Wijaya Kusuma, Kadarsah Suryadi, Muh. Nasrum Massi, Supriyono, Taufik Fuadi Abidin
Syiah Kuala University Press
ISBN: 9786232647466
2018 Kajian kebijakan tenaga pendamping profesional di provinsi Aceh 2018
Hizir Sofyan, Taufik Fuadi Abidin, Ramzi Adriman, Ismail Sulaiman, Safrida, Mujiburrahmad, Elly Susanti
Syiah Kuala University Press
ISBN: 9786025679964
2025 AvoScan: Aplikasi Android untuk Penentuan Tahap Pematangan dan Perkiraan Umur Simpan Buah Alpukat EC002025213089
2021 Aplikasi TuriMuka (Teknologi Unggul Rekognisi Muka) Berbasis Android EC00202149618
2021 Sistem Informasi Potensi Gampong Kemukiman Lamteungoh (SiPoLam) 000276349
2020 Aplikasi IndoAcro Berbasis Android EC00202056977
2018 Repositori IndoAcro (Indonesian Acronyms And Expansions) Berbasis Teknologi Machine Learning Dan Big Data EC00201855581
2005 Method and system for data mining of very large spatial datasets using vertical set inner products US7836090
2005 2005, North Dakota EPSCoR (Experimental Program to Stimulate Competitive Research) Doctoral Dissertation Award
NDSU and National Science Foundation (NSF) • Fargo, ND • United States
2000 Comm. Tech Communications Industry Price (Computing) for Academic Excellent
Given by RMIT University • Melbourne • Australia
2013 Workshop on Developing Online Education
Fakultas Ilmu Komputer, Universitas Indonesia • Depok, Jawa Barat
2013 Workshop on Enterprise IT Architecture Development
APTIKOM Aceh • Oasis Hotel Atjeh, Banda Aceh.
Academic Overview
122
Total
Journal42
Proceeding67
Book3
Patent6
Award2
Workshop2
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