Prof. Dr. Taufik Fuadi Abidin, S.Si., M. Tech.
Dean
About me
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.
Publications
- Teuku Rizky Noviandy, Aga Maulana, Novi Reandy Sasmita, Rivansyah Suhendra, Irvanizam, Muslem, Ghazi Mauer Idroes, Muhammad Yusuf, Hizir Sofyan, Taufik Fuadi Abidin, Rinaldi Idroes, 2022, The Prediction of Kovats Retention Indices of Essential Oils at Gas Chromatography using Genetic Algorithm-Multiple Linear Regression, and Support Vector Regression, Journal of Engineering Science and Technology, 17(1), 306–326, 18234690.
- Firman Maulana Adhari, Taufik Fuadi Abidin, Ridha Ferdhiana, 2022, License Plate Character Recognition using Convolutional Neural Network, Journal of Information Systems Engineering and Business Intelligence, Vol. 8, 51-60, 2443-2555 (online), 2598-6333 (print).
- Taufik Fuadi Abidin, Alim Misbullah, Ridha Ferdhiana, Laina Farsiah, Muammar Zikri Aksana, Hammam Riza, 2022, Acoustic Model with Multiple Lexicon Types for Indonesian Speech Recognition, Applied Computational Intelligence and Soft Computing, 2022, 1-16, 1687-9732.
- Munadi Khairul, Khairun Saddami, Maulisa Oktiana, Roslidar Roslidar, Kahlil Muchtar, Melinda Melinda, Rusdha Muharar, Maimun Syukri, Taufik Fuadi Abidin, and Fitri Arnia, 2022, A Deep Learning Method for Early Detection of Diabetic Foot using Decision Fusion and Thermal Images, Applied Sciences, Vol 12, -, 2076-3417.
- Taufik Fuadi Abidin, Samsul Rizal, T.M. Iqbalsyah, Rizal Wahyudi, 2020, Decision Tree Classifier for University Single Rate Tuition Fee System, International Journal of Business Intelligence and Data Mining, 17 (2), 258 – 271, 10.1504/IJBIDM.2019.10011149.
- Taufik Fuadi Abidin, Amir Mahazir, Muhammad Subianto, Khairul Munadi, Ridha Ferdhiana, 2020, Recognizing Indonesian Acronym and Expansion Pairs with Supervised Learning and MapReduce, Information (Switzerland) MDPI, 11 (4), 1-13, 2078-2489.
- Nasrullah Idris, Kurnia Lahna, Muliadi Ramli, Taufik Fuadi Abidin, Wahyu Setia Budi, Maria Margaret Suliyanti, Koo Hendrik Kurniawan, May On Tjia, Kiichiro Kagawa, 2020, Characteristics of Laser Induced Breakdown Investigated by a Compact, Nongated Optical Multichannel Analyzer System and Its Potential Application, Heliyon, 6 (12), -, 24058440.
- Kurnia Saputra, Muhammad Furqan, Taufik Fuadi Abidin, Dalila Husna Yunadi, 2019, Google Maps and Mapbox API Performance Analysis on Android-Based Lecture Attendance Application, Jurnal Natural, Vol 19, 64-68, 2541-4062.
- Taufik Fuadi Abidin, Abbas Adam AzZuhri, Fitri Arnia, 2018, Pengenalan Karakter Plat Nomor Kendaraan Bermotor Menggunakan Zoning dan Fitur Freeman Chain Code, Jurnal Rekayasa Elektrika, 14 (1), 19-25, 1412-4785.
- Taufik Fuadi Abidin, Fitra Riyanda, Rahmad Dawood, 2016, Pembaruan Aplikasi Paperless Office Universitas Syiah Kuala, Jurnal Rekayasa Elektrika, 12 (1), 16-20, 1412-4785.
- Taufik Fuadi Abidin, Ridha Ferdhiana, Hajjul Kamil, 2013, Automatic Extraction of Place Entities and Sentences Containing the Date and Number of Victims of Tropical Disease Incidence from the Web, Journal of Emerging Technologies in Web Intelligence, Vol 5, 302-309, 1798-0461 (Print), 1799-8859 (Online).
- Taufik Fuadi Abidin, Alim Misbullah, Muhammad Subianto, 2011, Determining Features of Web Documents and Building a Web Classifier using Support Vector Machine, Advance in Information Sciences and Service Sciences: An International Journal of Research and Innovation, Vol. 3, 401-408, 1976-3700 (Print), 2233-9345 (Online).
- Taufik Fuadi Abidin, William Perrizo, 2009, Enhanced SMART-TV: A Classifier with Vertical Data Structure and Dimensional Projections Pruning, Internetworking Indonesia Journal, Vol. 1, 3-8, 1942-9703.
- Gandhi Rifal, Taufik Fuadi Abidin, Zaki Fuadi, 2022, Predicting Missing Values of Well Logs and Classifying Lithology using Machine Learning Algorithms, Proceedings of the 6th International Conference on Information Technology, Information Systems and Electrical Engineering, The 6th International Conference on Information Technology, Information Systems and Electrical Engineering, Yogyakarta, Indonesia, 13-14 December 2022, New Jersey, USA, IEEE, -, 979-8-3503-9961-5.
- Nurhafnita, Ramzi Adriman, Taufik Fuadi Abidin, 2022, Hotel Review Sentiment Analysis using Indonesian Language Based on Machine Learning, Proceedings of , The International Conference on Electrical Engineering, Computer and Information Technology, Jember, Indonesia, 22-23 November 2022, New Jersey, USA, IEEE, -, 978-1-6654-9352-9.
- Ghiyalti Novilia, Ramzi Adriman, Taufik Fuadi Abidin, 2022, Comparison of Classification Methods using Feature Selection for Smartphone Sentiment Analysis, Proceedings of the International Conference on Electrical Engineering, Computer and Information Technology, The International Conference on Electrical Engineering, Computer and Information Technology, Jember, Indonesia, 22-23 November 2022, New Jersey, USA, IEEE, , 978-1-6654-9352-9.
- Raihan Islamadina, Khairun Saddami, Maulisa Oktiana, Taufik Fuadi Abidin, Rusdha Muharar, Fitri Arnia, 2022, Performance of Deep Learning Benchmark Models on Thermal Imagery of Pain through Facial Expressions, Proceedings of the IEEE International Conference on Communication, Networks and Satellite, Proceedings of the IEEE International Conference on Communication, Networks and Satellite, Solo, Indonesia, 3-5 November 2022, New Jersey, USA, IEEE, -, 978-1-6654-6030-9.
- T.M. Syahril Nur Alamsyah, Taufik Fuadi Abidin, Ridha Ferdhiana, M. Dirhamsyah, Muhammad Chaidir, 2022, Analysis of Face Data Augmentation in Various Poses for Face Recognition Model, Proceedings of the 7th International Conference on Informatics and Computing, Proceedings of the 7th International Conference on Informatics and Computing, Denpasar, Bali, Indonesia, 8-9 December 2022, New Jersey, USA, IEEE, -, 979-8-3503-4571-1.
- Zaki Fuadi, Taufik Fuadi Abidin, Hammam Riza, 2022, Robustness Measurement of Features using Various Machine Learning Methods, Proceedings of the International Conference on Electrical Engineering and Informatics, Proceedings of the International Conference on Electrical Engineering and Informatics, Banda Aceh & Jakarta, Indonesia, 27-28 September 2022, New Jersey, USA, IEEE, -, 978-1-6654-8766-5.
- Muhammad Chaidir, Taufik Fuadi Abidin, Hizir, Kahlil Muchtar, 2022, HyperStyle-Based Data Augmentation to Improve the Performance of Face Recognition Model, Proceedings of the International Conference on Electrical Engineering and Informatics, Proceedings of the International Conference on Electrical Engineering and Informatics, Banda Aceh & Jakarta, Indonesia, 27-28 September 2022, New Jersey, USA, IEEE, -, 978-1-6654-8766-5.
- Prinanda Rahmatullah, Taufik Fuadi Abidin, Alim Misbullah, Nazaruddin, 2021, Effectiveness of Data Augmentation in Multi-class Face Recognition, Proceedings of the 5th International Conference on Informatics and Computational Sciences, The 5th International Conference on Informatics and Computational Sciences, Semarang, Indonesia, 24-25 November 2021, New Jersey, USA, IEEE, -, 978-1-6654-3807-0.
- Kurnia Saputra, Rizka Puspitasari, Taufik Fuadi Abidin, Dalila Husna Yunardi, 2021, Design and Implementation of Indoor Positioning System Technology Lecture Attendance Application using Bluetooth Low Energy and K-NN Classification Model, , International Conference on Computer System, Information Technology, and Electrical Engineering, Banda Aceh, 20 October 2021, New Jersey, USA, IEEE, 138–143, 10.1109/COSITE52651.2021.9649603.
- Rizal Wahyudi, Muhammad Zarlis, Syahril Efendi, Taufik Fuadi Abidin, 2021, Determination of Sentence Similarity Level Using Vector Space Model (VSM) and Word Relationship Weighting for Plagiarism Detection for Indonesian Documents, –, International Conference on Data Science, Artificial Intelligence, and Business Analytics, Medan, North Sumatra, 11 November 2021, New Jersey, USA, IEEE, 142-153, 10.1109/DATABIA53375.2021.9650177.
- Ridha Ferdhiana, Melia Hardianti, Nani Salwa, Taufik Fuadi Abidin, 2020, Indonesia’s Districts Mapping Based on the Scores of the 2017 High School National Examination, Empowering Data Science and Artificial Intelligence for Enriching Smart Societies, International Conference on Electrical Engineering and Informatics (ICELTICs), Banda Aceh & Jakarta, Indonesia, 27-28 October 2020, New Jersey, USA, IEEE, -, 978-1-7281-8199-8.
- Hady Maulanza, Taufik Fuadi Abidin, Zaki Mubarak, Asnawi Abdullah, 2020, Model and Simulation to Reduce Covid-19 New Infectious Cases: A Survey, Empowering Data Science and Artificial Intelligence for Enriching Smart Societies, International Conference on Electrical Engineering and Informatics (ICELTICs), Banda Aceh & Jakarta, Indonesia, 27-28 October 2020, New Jersey, USA, IEEE, -, 978-1-7281-8199-8.
- Taufik Fuadi Abidin, Alim Misbullah, Ridha Ferdhiana, Muammar Zikri Aksana, Laina Farsiah, 2020, Deep Neural Network for Automatic Speech Recognition from Indonesian Audio using Several Lexicon Types, Empowering Data Science and Artificial Intelligence for Enriching Smart Societies, International Conference on Electrical Engineering and Informatics (ICELTICs), Banda Aceh & Jakarta, Indonesia, 27-28 October 2020, New Jersey, USA, IEEE, 0, 978-1-7281-8199-8.
- Taufik Fuadi Abidin, Ridha Ferdhiana, Muhd. Iqbal, Denny Syaputra, Teuku Wahyu Ardhian Putera, Muhammad Zikri Aksana, 2020, IndoAcro: An Indonesian Acronym and Expansion Repository with Data Auto-Update Implementation, International Conference on Computing and Applied Informatics, International Conference on Computing and Applied Informatics, Medan, Indonesia, 26-27 November 2019, Bristol, UK, IOP Publishing, , 1742-6596.
- Taufik Fuadi Abidin, Ridha Ferdhiana, Denny Syaputra, Teuku Wahyu Ardhian Putera, 2019, A Distributed Approach to Determine Acronym and Expansion Pairs Using Apache Spark, Towards a Smart and Human-centered Cyber World, IEEE International Conference on Cybernetics and Computational Intelligence (IEEE CyberneticsCom), Banda Aceh, August 22-24, 2019, 445 Hoes Lane, P.O. Box 1331 Piscataway, NJ 08855, USA, The Institute of Electrical and Electronics Engineers (IEEE), , 978-1-7281-0867-4.
- Viska Mutiawani, Sarah Rahmany, Taufik Fuadi Abidin, 2018, Anti-theft Vehicle Monitoring and Tracking Android Application Using Firebase as Web Service, Intelligent Devices and Computing for Accelerating Industry 4.0 and Enriching Smart Societies, International Conference on Electrical Engineering and Informatics, Banda Aceh, 19-20 September 2018, 445 Hoes Lane, P.O. Box 1331 Piscataway, NJ 08855, USA, The Institute of Electrical and Electronics Engineers (IEEE), , 10.1109/ICELTICS.2018.8548842.
- Taufik Fuadi Abidin, Ramzi Adriman, Ridha Ferdhiana, 2018, Performance Analysis of Apache Hadoop for Generating Candidates of Acronym and Expansion Pairs and Their Numerical Features, Knowledge Discoveries in Data for Leveraging Intelligent Science and Technology to Global Challenge, 3rd International Conference on Information Technology, Information Systems and Electrical Engineering, Yogyakarta, Indonesia, 13-14 November 2018, 445 Hoes Lane, P.O. Box 1331 Piscataway, NJ 08855, USA, The Institute of Electrical and Electronics Engineers (IEEE), , 978-1-5386-7082-8.
- Taufik Fuadi Abidin, Nur Ratna Sari, Ahmad Zuhri Ramadhan, Irvanizam, Razief Perucha Fauzie Afidh, 2018, Performance Evaluation of n-Grams Ratio Features in Solving Multi-Classes Classification Problems, Smart Technology for Better Society, The 10th International Conference on Information Technology and Electrical Engineering, Bali, Indonesia, 24-26 Juli 2018, 445 Hoes Lane, P.O. Box 1331 Piscataway, NJ 08855, USA, The Institute of Electrical and Electronics Engineers (IEEE), , 978-1-5386-4739-4.
- M. Saputra, Taufik Fuadi Abidin, B. I. Ansari and M. Hidayat, 2018, The feasibility of an Android-based pocketbook as mathematics learning media in senior high school, The 6th South East Asia Design Research International Conference, The 6th South East Asia Design Research International Conference, Banda Aceh, Juni 27-28, 2018, United Kingdom, IOP Conf. Series: Journal of Physics: Conf. Series, , doi.org/10.1088/1742-6596/1088/1/012056.
- Taufik Fuadi Abidin, Mauliana Hasanuddin, Viska Mutiawani, 2017, N-grams based features for Indonesian tweets classification problems, Advancing Knowledge, Research, and Technology for Humanity, International Conference on Electrical Engineering and Informatics, Banda Aceh, Indonesia, 18-20 Oktober 2017, 445 Hoes Lane, P.O. Box 1331 Piscataway, NJ 08855, USA, The Institute of Electrical and Electronics Engineers (IEEE), , 978-1-5386-2934-5.
- Wanda Ichsanul Isra, Taufik Fuadi Abidin, Razief Perucha Fauzie Afidh, 2016, Analisa Keefektifan MySQL Cluster dan Non-Cluster dalam Memproses Data Akademik, Membangun Ekosistem Kewirausahaan Information Technology (IT) Yang Berkesinambungan, Seminar Nasional Sistem Informasi Indonesia (SESINDO), ITS Surabaya, 01/11/2016, Surabaya, Departemen Sistem Informasi, Institut Teknologi Sepuluh Nopember, , 978-602-73429-2-7.
- Taufik Fuadi Abidin, Ridha Ferdhiana, 2016, Algorithm for Updating n-Grams Word Dictionary for Web Classification, International Conference on Informatics and Computing (ICIC), International Conference on Informatics and Computing , Lombok, Mataram Indonesia , 28-29 Oktober 2016 , 445 Hoes Lane, P.O. Box 1331 Piscataway, NJ 08855, USA, The Institute of Electrical and Electronics Engineers (IEEE), , 978-1-5090-1648-8 .
- Taufik Fuadi Abidin, Muhammad Subianto, Taufiq A. Gani, Ridha Ferdhiana, 2015, Periodic Update and Automatic Extraction of Web Data for Creating a Google Earth Based Tool, International Conference on Advanced Computer Science and Information Systems, International Conference on Advanced Computer Science and Information Systems, Universitas Indonesia, Depok, Jawa Barat, 10-11 Oktober 2015 , 445 Hoes Lane, P.O. Box 1331 Piscataway, NJ 08855, USA, The Institute of Electrical and Electronics Engineers (IEEE) , , 978-1-5090-0362-4 .
- Taufik Fuadi Abidin, Rahmad Dimyathi, Ridha Ferdhiana, 2014, Rule-Based and Machine Learning Approach for Event Sentence Extraction in Indonesian Online News Articles, Proceeding of the International Conference on Information Technology Systems and Innovation (ICITSI), The International Conference on Information Technology Systems and Innovation, ITB, Bandung, 24-25 November 2014, 445 Hoes Lane, P.O. Box 1331 Piscataway, NJ 08855, USA, IEEE, , 10.1109/ICITSI.2014.7048232.
- Rahmah Johar, Khalisna, Taufik Fuadi Abidin, 2013, Students Metacognitive Skill in Mathematics Learning with Cabri Geometry II Plus, The Annual International Conference Syiah Kuala University, The Annual International Conference Syiah Kuala University, Banda Aceh, 2-4 October 2013, Banda Aceh, Universitas Syiah Kuala, , 2089-208X.
- Irvanizam, Erdi Syahputra, Taufik Fuadi Abidin, 2013, Aplikasi Sistem Informasi Retail: Studi Kasus CV. Alif Kecamatan Labuhan Haji, Prosiding Seminar Nasional Teknologi Informasi dan Komunikasi Volume 2, Seminar Nasional Teknologi Informasi dan Komunikasi, Medan, Sumatera Utara, 13-14 Maret 2013, Medan, Sumatera Utara, Sekolah Tinggi Teknik Harapan, Medan, , 978-602-19837-3-7.
- Taufiq M. Isa, Taufik Fuadi Abidin, 2013, Mengukur Tingkat Kesamaan Paragraf Menggunakan Vector Space Model untuk Mendeteksi Plagiarisme, Prosiding Seminar Nasional dan Expo Teknik Elektro 2013, Seminar Nasional dan Expo Teknik Elektro, Banda Aceh, 26 Agustus 2013, Banda Aceh, Jurusan Teknik Elektro, Fakultas Teknik Universitas Syiah Kuala, , 2088-9984.
- Laina Farsiah, Taufik Fuadi Abidin, Khairul Munadi, 2013, Klasifikasi Gambar Berwarna Menggunakan K-Nearest Neighbor (KNN) dan Support Vector Machine (SVM), Prosiding Seminar Nasional Teknologi Informasi dan Komunikasi Volume 1, Seminar Nasional Teknologi Informasi dan Komunikasi, Medan, Sumatera Utara, 13-14 Maret 2013, Medan, Sumatera Utara, Sekolah Tinggi Teknik Harapan, Medan, , 978-602-19837-2-0.
- Taufik Fuadi Abidin, Ridha Ferdhiana, Hajjul Kamil, 2011, Learning to Classify Tropical Disease Web Pages from Large Indonesian Web Documents, Proceedings of the 4th International Conference on Computer and Electrical Engineering 2011, The 4th International Conference on Computer and Electrical Engineering, Singapore, 14-15 Oktober 2011, New York, USA, ASME Press, , 978-0-7918-5984-1.
- Jiwa Malem Marsya, Taufik Fuadi Abidin, 2011, Analisa dan Evaluasi Afiks Stemming untuk Bahasa Indonesia, Prosiding Seminar Nasional dan Expo Teknik Elektro SNETE 2011, Seminar Nasional dan Expo Teknik Elektro, Banda Aceh, 24 Oktober 2011, Banda Aceh, Jurusan Teknik Elektro, Fakultas Teknik Universitas Syiah Kuala, , 2088-9984.
- Jufri Wahyudi, Taufik Fuadi Abidin, 2011, Penentuan Secara Otomatis Akronim dan Ekspansinya Dari Data Teks Berbahasa Indonesia, Prosiding Seminar Nasional Teknologi Informasi, Komunikasi, dan Aplikasinya (SNATIKA) Volume 1 2011, Seminar Nasional Teknologi Informasi, Komunikasi, dan Aplikasinya, Malang, Jawa Timur, 11 November 2011, Malang, Jawa Timur, LPPM Sekolah Tinggi Informatika dan Komputer Indonesia, , 2089-1083.
- Taufik Fuadi Abidin, Bustami Yusuf, Munzir Umran, 2010, Singular Value Decomposition for Dimensionality Reduction in Unsupervised Text Learning Problems, Proceedings of the International Conference on Education Technology and Computer Volume 4, The 2nd International Conference on Education Technology and Computer, Shanghai, 22-24 Juni 2010, Shanghai, China, IEEE, , 978-1-4244-6368-8.
- Munzir Umran, Taufik Fuadi Abidin, 2009, Pengelompokan Dokumen Menggunakan K-Means dan Singular Value Decomposition: Studi Kasus Menggunakan Data Blog, Prosiding Seminar Sistem Informasi Indonesia 2009, Seminar Sistem Informasi Indonesia, Surabaya, Jawa Timur, 12 Desember 2009, Surabaya, Jawa Timur, Jurusan Sistem Informasi, ITS, , -.
- 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, 2022, Kurikulum Pengelolaan Perguruan Tinggi Menuju Universitas Berkelas Dunia, Banda Aceh, Syiah Kuala University Press, 9786232647466.
Workshops
- 10-06-2013, Workshop on Developing Online Education, Fakultas Ilmu Komputer, Universitas Indonesia, Depok, Jawa Barat
- 21-04-2013, Workshop on Enterprise IT Architecture Development, APTIKOM Aceh, Oasis Hotel Atjeh, Banda Aceh.
Patents
- 2010, Method and System for Data Mining of Very Large Spatial Datasets using Vertical Set Inner Products, US7836090B2, Fargo, ND, United States. Amal Shehan Perera, Masum Serazi, William Perrizo, Taufik Fuadi Abidin.
Awards
- 08-08-2000, Comm. Tech Communications Industry Price (Computing) for Academic Excellent, Given by RMIT University, Melbourne, Australia.
- 01-06-2005, 2005, North Dakota EPSCoR (Experimental Program to Stimulate Competitive Research) Doctoral Dissertation Award, NDSU and National Science Foundation (NSF), Fargo, ND, United States.
