Samuel Situmeang

Personal Information

🧑‍🔬 Position : Head of Data Science and Information System Research Group
🏢 Office : GD 417, Institut Teknologi Del
📧 Email : samuel.situmeang@del.ac.id | samsitumeang@gmail.com
🔗 Scopus ID : 57194007320
🔗 ORCID : 0000-0003-3070-0932
🔎  Research Interest : Data Science, Natural Language Processing, Multimedia Content Analysis

Education Background

  • [2015-2017] Department of Computer Science and Information Engineering, College of Engineering
    National Chung Cheng University, Chiayi, Taiwan
  • [2009-2014] Information Technology Study Program, Faculty of Computer Science and Information Technology
    Universitas Sumatera Utara, Medan, Indonesia

Publications

  • Situmeang, S., Tambunan, S.R., Ginting, L., Simamora, W.K. and ButarButar, W.S. (2025) “Indonesian Automated Short-Answer Grading Using Transformers-Based Semantic Similarity,” International Journal of Informatics and Communication Technology (IJ-ICT), 14(3), p. 1034. Available at: https://doi.org/10.11591/ijict.v14i3.pp1034-1043.
  • N. D. Hutahaean, I. J. Siregar, A. S. Lumbantobing, P. R. Togatorop, H. T. A. Simanjuntak, S. I. G. Situmeang, Andhika Bernad Lumbantobing; Data Integration Automation from Heterogeneous Data Sources for Smart Farming Data Lake. AIP Conf. Proc. 30 January 2025; 3250 (1): 050006. https://doi.org/10.1063/5.0241665
  • H. Simanjuntak, E. Panjaitan, S. Siregar, U. Manalu, S. Situmeang, and A. Barus, “Generating New Ulos Motif with Generative AI Method in Digital Tenun Nusantara (DiTenun) Platform,” International Journal of Advanced Computer Science and Applications, vol. 15, no. 7, 2024, doi: 10.14569/IJACSA.2024.01507109
  • S. I. G. Situmeang, R. M. G. T. Sihite, H. Simanjuntak, and J. Amalia, “A Deep Learning-Based Regression Approach to Indonesian Short Answer Grading System,” in Proceedings of the 8th International Conference on Sustainable Information Engineering and Technology, New York, NY, USA: ACM, Oct. 2023, pp. 201–209. doi: 10.1145/3626641.3626929
  • J. C. Bonar Sirait, P. R. Togatorop, P. M. L. P. Tambunan, Y. F. Yanti Marpaung, S. I. G. Situmeang, and H. T. A. Simanjuntak, “Predicting Students Performance Using Data Mining Approach (Case Study: IT Del),” in Proceedings of 2023 IEEE International Conference on Data and Software Engineering, ICoDSE 2023, 2023. doi: 10.1109/ICoDSE59534.2023.10291748
  • S. I. G. Situmeang, “Impact of Text Preprocessing on Named Entity Recognition Based on Conditional Random Field in Indonesian Text,” Jurnal Mantik, vol. 6, no. 1, pp. 423–430, 2021.
  • T. N. Turnip, A. Situmorang, A. Lumbantobing, J. Marpaung, and S. I. G. Situmeang, “Android Malware Classification Based on Permission Categories using Extreme Gradient Boosting,” in ACM International Conference Proceeding Series, 2020. doi: 10.1145/3427423.3427427
  • S. I. G. Situmeang, R. K. Lubis, F. J. N. Siregar, and B. J. D. C. Panjaitan, “Movie Summarization based on Indonesian Subtitles with Restricted Boltzmann Machine,” in Proceedings of 2019 4th International Conference on Sustainable Information Engineering and Technology, SIET 2019, 2019. doi: 10.1109/SIET48054.2019.8986127
  • W.-T. Chu and S. Situmeang, “Badminton Video Analysis Based on Spatiotemporal and Stroke Features,” in ICMR 2017 – Proceedings of the 2017 ACM International Conference on Multimedia Retrieval, 2017. doi: 10.1145/3078971.3079032

Research & Academic Contributions

Leadership and Administration

  • Head of Information System Study Program, Institut Teknologi Del (Oct. 2023 – Oct. 2025)
  • Head of Data Science and Information System Research Group, Institut Teknologi Del (Jan. 2023 – present)
  • Supervisor of Del Data Science Student Activity Club, Institut Teknologi Del (Jun. 2021 – present)
  • Secretary of Faculty of Informatics and Information Engineering Senate, Institut Teknologi Del (May 2022 – Oct. 2023)
  • Head of High Performance Computing Laboratory, Institut Teknologi Del (Nov. 2021 – Oct. 2023)
  • Head of Administrative and Academic Bureau, Institut Teknologi Del (Nov. 2020 – Jan. 2021)

Professional Memberships

  • Member of Association of Indonesian Data Scientists (AIDI) | Sep. 2023 – present
  • Member of Institute of Electrical and Electronics Engineers (IEEE) | Dec. 2019 – present
  • Member of Association for Information Systems – Indonesia (AISINDO) | Nov. 2018 – present
  • Member of Association of Higher Education Informatics and Computers (APTIKOM) | Oct. 2018 – present