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A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
My Family Genealogy
Published:
In Batak genealogy, the Situmeang (Surat Batak: ᯘᯪᯖᯮᯔᯩᯀᯰ) clan is part of the lineage of Naipospos. This clan was inherited directly by Naipospos' fourth son, Jamita Mangaraja. Situmeang is included in the lineage of Naipospos' descendants, along with the Sibagariang, Hutauruk, Simanungkalit, Marbun Lumbanbatu, Marbun Banjarnahor, and Marbun Lumbangaol clans.
Technical Guidance on Ready-to-Submit Manuscript Preparation in LLDikti Region I
Published:
This report is compiled as documentation of the Technical Guidance on the Preparation of Ready-to-Submit Manuscripts for Private Universities in LLDikti Region I, held on February 26–27, 2026, at the Selecta Hotel & Convention. This activity is a concrete step to follow up on the Decree of the Minister of Higher Education, Science, and Technology Number 63/M/KEP/2025, specifically in accelerating the achievement of KPI 8 regarding the promotion of lecturers’ functional positions through reputable scientific publications.
Mentoring Outstanding Students at Pilmapres 2025
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The Selection of Outstanding Students (Pilmapres) is a routine competition held by the Indonesian Ministry of Education, Culture, Research, and Technology. It aims to identify and appreciate top students who excel academically, contribute positively to society, and demonstrate integrity and leadership. In 2025, I, along with Eka Stephani Sinambela, had the privilege of mentoring students from the Institut Teknologi Del for the Regional Pilmapres in LLDikti Region I.
portfolio
Examining Railway Travel Company
Published:
An interactive Tableau data story analyzing the operational and business metrics of a railway travel company.
U.S. Housing Market Explorer: Regional Comparison of ZHVI
Published:
An interactive Tableau dashboard exploring regional trends in the U.S. housing market using the Zillow Home Value Index (ZHVI).
publications
Noise reduction in breath sound files using wavelet transform based filter
Published in International Conference on Electrical Engineering Computer Science and Informatics Eecsi, 2016
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Recommended citation: M.F. Syahputra, S.I.G. Situmeang, R.F. Rahmat, R. Budiarto, "Noise reduction in breath sound files using wavelet transform based filter." International Conference on Electrical Engineering Computer Science and Informatics Eecsi, 2016.
Badminton video analysis based on spatiotemporal and stroke features
Published in ICMR 2017 - Proceedings of the 2017 ACM International Conference on Multimedia Retrieval, 2017
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Recommended citation: W.-T. Chu, S. Situmeang, "Badminton video analysis based on spatiotemporal and stroke features." ICMR 2017 - Proceedings of the 2017 ACM International Conference on Multimedia Retrieval, 2017.
Movie Summarization based on Indonesian Subtitles with Restricted Boltzmann Machine
Published in In the proceedings of 2019 International Conference on Sustainable Information Engineering and Technology (SIET), 2019
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Recommended citation: Samuel Situmeang, Ramosan Lubis, Fany Siregar, Benyamin Panjaitan, "Movie Summarization based on Indonesian Subtitles with Restricted Boltzmann Machine." In the proceedings of 2019 International Conference on Sustainable Information Engineering and Technology (SIET), 2019.
Android Malware Classification Based on Permission Categories Using Extreme Gradient Boosting
Published in In the proceedings of Proceedings of the 5th International Conference on Sustainable Information Engineering and Technology, 2020
Recommended citation: Togu Turnip, Amsal Situmorang, Ayu Lumbantobing, Josua Marpaung, Samuel Situmeang, "Android Malware Classification Based on Permission Categories Using Extreme Gradient Boosting." In the proceedings of Proceedings of the 5th International Conference on Sustainable Information Engineering and Technology, 2020.
Download Paper
A cluster and association analysis visualization using Moodle activity log data
Published in International Journal of Informatics and Communication Technology, 2023
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Recommended citation: A.R. Tamba, K. Lumbantoruan, A. Pakpahan, S. Situmeang, "A cluster and association analysis visualization using Moodle activity log data." International Journal of Informatics and Communication Technology, 2023.
A Deep Learning-Based Regression Approach to Indonesian Short Answer Grading System
Published in ACM International Conference Proceeding Series, 2023
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Recommended citation: S.I.G. Situmeang, R.M.G.T. Sihite, H. Simanjuntak, J. Amalia, "A Deep Learning-Based Regression Approach to Indonesian Short Answer Grading System." ACM International Conference Proceeding Series, 2023.
Predicting Students Performance Using Data Mining Approach (Case Study: IT Del)
Published in Proceedings of 2023 IEEE International Conference on Data and Software Engineering Icodse 2023, 2023
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Recommended citation: J.C. Bonar, P.R. Togatorop, P.M.L.P. Tambunan, Y.F. Yanti, S.I.G. Situmeang, H.T.A. Simanjuntak, "Predicting Students Performance Using Data Mining Approach (Case Study: IT Del)." Proceedings of 2023 IEEE International Conference on Data and Software Engineering Icodse 2023, 2023.
Automatic Ulos Coloring Using Genetic Algorithm Approach
Published in Ssrn, 2024
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Recommended citation: A.C. Barus, S. Situmeang, M.A.S. Napitupulu, S.R. Saragih, R. Theresia, "Automatic Ulos Coloring Using Genetic Algorithm Approach." Ssrn, 2024.
Generating New Ulos Motif with Generative AI Method in Digital Tenun Nusantara (DiTenun) Platform
Published in International Journal of Advanced Computer Science and Applications, 2024
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Recommended citation: H. Simanjuntak, E. Panjaitan, S. Siregar, U. Manalu, S. Situmeang, A. Barus, "Generating New Ulos Motif with Generative AI Method in Digital Tenun Nusantara (DiTenun) Platform." International Journal of Advanced Computer Science and Applications, 2024.
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown file that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Special Topics in Enterprise System
Undergraduate Course, Institut Teknologi Del, Information Systems Study Program, 2017
A specialized course addressing contemporary issues, emerging technologies, and advanced implementations within enterprise systems.
Computer Graphic
Undergraduate Course, Institut Teknologi Del, Information Systems Study Program, 2018
This course provides an introduction to the concepts and implementations of computer graphics and visual rendering techniques.
Advanced Databases
Undergraduate Course, Institut Teknologi Del, Information Systems Study Program, 2018
This course covers advanced concepts in database architecture, performance tuning, and complex data modeling.
Data Mining
Undergraduate Course, Institut Teknologi Del, Information Systems Study Program, 2019
This course explores the methodologies of extracting meaningful patterns and knowledge from large datasets using statistical and machine learning techniques.
Information Retrieval System
Undergraduate Course, Institut Teknologi Del, Information Systems Study Program, 2020
This course covers the design, implementation, and evaluation of systems that process, index, and retrieve unstructured data and documents.
Natural Language Processing
Undergraduate Course, Institut Teknologi Del, Information Systems Study Program, 2021
This course explores computational techniques for analyzing and representing human language, including foundational NLP pipelines and modern text processing algorithms.
Introduction to Information System and Database
Undergraduate Course, Institut Teknologi Del, Information Systems Study Program, 2024
An introductory course merging the fundamentals of information systems within organizational contexts and the foundational principles of relational database management.
Artificial Intelligence
Undergraduate Course, Institut Teknologi Del, Information Systems Study Program, 2024
This course introduces the fundamental principles of artificial intelligence, covering topics from search algorithms and knowledge representation to modern applications like machine learning and AI agents.
Problem Solving in Digital World (Digital Innovation)
Undergraduate Course, Institut Teknologi Del, Information Systems Study Program, 2024
This course guides students in cultivating critical problem-solving skills and digital literacy, preparing them to innovate effectively in modern digital environments.
Introduction to Information System
Undergraduate Course, Institut Teknologi Del, Information Systems Study Program, 2024
A foundational course introducing the role, components, and impact of information systems in managing modern business operations.
Data Visualization
Undergraduate Course, Institut Teknologi Del, Information Systems Study Program, 2025
This course teaches the theoretical and practical aspects of visualizing complex data structures to derive business intelligence, utilizing industry-standard tools.
Data Warehouse and Business Intelligence
Undergraduate Course, Institut Teknologi Del, Information Systems Study Program, 2025
This core course focuses on the architecture of data warehouses, ETL processes (Extract, Transform, Load), advanced schema designs, and the application of BI tools for enterprise decision-making.
Leadership and Management of Information System
Undergraduate Course, Institut Teknologi Del, Information Systems Study Program, 2025
This course is designed to equip students with the leadership and managerial skills necessary to effectively manage Information Systems (IS) and Information Technology (IT) in the digital age. You will learn how to evaluate IT strategies, integrate systems across an organization, and bridge the communication gap between top management and technical teams. The goal is to develop future leaders who can leverage technology as a strategic corporate asset.