Humasak Tommy Argo Simanjuntak, ST, M.ISD

Humasak Tommy Argo Simanjuntak, ST, M.ISD Position: Vice Rector of Cooporation, Innovation and Entrepreneurship, Lecturer, Researcher Faculty: Informatics and Electrical Engineering Department: Information System Email: humasak@del.ac.id; humasak@gmail.com

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EDUCATION BACKGROUND

• Politeknik Informatika Del, Diploma Manajemen Informasi, 2004
  Software Engineering, Database Administrator, Java/.Net Developer
• Institut Teknologi Bandung, Teknik Informatika, 2007
  Software Engineering, Data Mining, Database 
• HAN University of Applied Sciences, The Netherlands, Master of Information System Development, 2010
  Information System Development

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TEACHING

1. 12S3102 – Advanced Database
2. 12S4054 – Data Mining
3. 12S4058 – Big Data Analytics
4. 12S4006 – Capita Selecta

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RESEACRCH INTEREST

1. Database & NoSQL Database
2. SpatioTemporal Data Mining
3. Big Data Analytics
4. Machine Learning (Artificial Intelligence) in Human Mobility and Spatial Data
5. Machine Learning (Artificial Intelligence) in BioInformatics

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PROFESSIONAL SKILLS

Programming Languages		:	Python, Java, R, C#, .Net, HTML, Javascripts
GIS Software		:	ArcGIS, QGIS
Database		:	Oracle, Sql Server, PostgreSQL, MySQL, MongoDB, Cassandra
Big Data		:	Hadoop, Apache Spark, Apache Mahout, Apache Storm, Apache Lucene
Data Visualization		:	Tableau

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RESEARCH ACTIVITES AND GRANTS

2013	:	Research Member IT Del – MER Israel, “Information Extraction from Text in Indonesian Language”
2015	:	Lead Researcher  on Penelitian Dosen Pemula DIKTI dengan judul “Entity Relationship Diagram Similarity Detection Untuk Pembelajaran Basisdata”.
2016 – 2019	:	Research Member OAK research group (research student), dengan judul “SETA: An open, sustainable, ubiquitous data and service ecosystem for efficient, effective, safe, resilient mobility in metropolitan areas (Birmingham, Santander, Turin)”
2021	:	Lead Researcher Matching Fund – Kedaireka Program: “Optimasi Performansi Aplikasi Ditenun dengan Metode StyleGAN”, (Research Grant, Matching Fund Kementerian Pendidikan, Kebudayaan, Riset, dan Teknologi)
2021	:	Lead Researcher, Program Penelitian Kebijakan Merdeka Belajar dan Pengabdian Kepada Masyarakat Berbasis Hasil Penelitian dan Purwarupa PTS, “Survey Pemanfaatan Pengembangan Aplikasi DiTenun Melalui Kegiatan Merdeka Belajar Kampus Merdeka“, (Research Grant, Kementerian Pendidikan, Kebudayaan, Riset, dan Teknologi)
2022	:	Lead Researcher Matching Fund – Kedaireka Program: “Pengembangan Hilirisasi dan Komersialisasi Produk Dari Startup Digital Tenun Nusantara”, (Research Grant, Matching Fund Kementerian Pendidikan, Kebudayaan, Riset, dan Teknologi)
2024	:	Lead Researcher Program Penelitian dan Pengabdian Kepada Masyarakat 2024, Penelitian Fundamental Reguler: “AI Berbasis Recurrent Neural Network untuk Prediksi Fungsi Protein Berdasarkan Sequence”, (Research Grant, Penelitian Fundamental Reguler, Kementerian Pendidikan, Kebudayaan, Riset, dan Teknologi)
2024	:	Lead Researcher Program Pengabdian Kepada Masyarakat, tahap kedua tahun 2024, Pemberdayaan Kemitraan Masyarakat: “Diseminasi Aplikasi DiTenun”, (PKM Grant, Kementerian Pendidikan, Kebudayaan, Riset, dan Teknologi)

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PUBLICATIONS – INTERNASIONAL

1. Rosni Lumbantoruan, Nico Rajagukguk, Anju Ucok Lubis, Marwani Claudia, Humasak Simanjuntak, ‘Two-step convolutional neural network classification of plant disease’, IAES International Journal of Artificial Intelligence (IJ-AI), Vol 14 No 1, pp. 584-591
2. Humasak Simanjuntak, Esphi Hutabarat, Sintia Silaen, Agnes Marpaung, Susi Purba, ‘Tracking and Predicting CO2 Emission Transportation in Toba Regency’, International Conference on Technology Innovation and Its Applications (ICTIIA), pp. 869-876
3. Humasak Tommy Argo Simanjuntak, Lamsihar Siahaan, Patricia Dian Margaretha, Ruth Christine Manurung, Susi Purba, Rosni Lumbantoruan, Arlinta Barus, Helen Grace Gonzales, ‘A Benchmark Study of Protein Embeddings in Sequence-Based Classification’, 2024, Elinvo (Electronics, Informatics, and Vocational Education), Vol 9 No 2, pp. 42-56
4. Humasak Simanjuntak, Evelin Panjaitan, Sandraulina Siregar, Unedo Manalu, Samuel Situmeang, Arlinta Barus, ‘Generating New Ulos Motif with Generative AI Method in Digital Tenun Nusantara (DiTenun) Platform’, 2024, International Journal of Advanced Computer Science and Applications(IJACSA)’, Vol 15 No 7, pp. 1125-1134
5. Humasak Tommy Argo Simanjuntak, Heppy Maria Simanungkalit, Evola RA Tampubolon, Tri Dessy Natalia, ‘Patients Clustering on BPJS Health Insurance Data Using Partition Clustering Algorithm’, 2023, International Conference of Computer Science and Information Technology (ICOSNIKOM), pp. 1-8
6. Arlinta Christy Barus, Humasak Tommy Argo Simanjuntak, Alfrendo Stenley Silalahi, Gunado Siregar, ‘Design and Implementation of the Ulospedia DiTenun Backend Application’, 2023, 29th International Conference on Telecommunications (ICT), pp. 1-6
7. Jaime Christ Bonar Sirait, Parmonangan R Togatorop, Paulus MLP Tambunan, Yemima Febe Yanti Marpaung, Samuel IG Situmeang, Humasak TA Simanjuntak, ‘Predicting Students Performance Using Data Mining Approach (Case Study: IT Del)’, 2023, IEEE International Conference on Data and Software Engineering (ICoDSE),
8. Samuel Indra Gunawan Situmeang, Raja Muda Gading Tulen Sihite, Humasak Simanjuntak, Junita Amalia, ‘A Deep Learning-Based Regression Approach to Indonesian Short Answer Grading System’, 2023, 8th International Conference on Sustainable Information Engineering and Technology, pp. 201-209.
9. Monica Butarbutar, Hansel Septiyan Pasaribu, Noramti Mardianti Manurung, Ricton Samuel Sitorus, Arlinta Christy Barus, Febriani Gultom, Humasak Tommy Argo Simanjuntak, Nancy Panjaitan, Wesly Mailander Siagian, 2023, ‘Business Development of Digital Tenun Nusantara (Ditenun) Using Business Model Canvas and SWOT Analysis’, Business Review and Case Studies, Vol. 4 No. 2, pp. 144-156, EISSN 2721-6926.
10. Humasak Tommy Argo Simanjuntak, Prince Ephraim Prabowo Silaban, Joshua Koko Sarasi Manurung, Venny Handayani Sormin, 2023, ‘Klasterisasi Berita Bahasa Indonesia dengan Menggunakan K-Means dan Word Embedding’, Jurnal Teknologi Informasi dan ilmu Komputer (JTIIK), Vol 10 No 3.
11. Humasak Simanjuntak, Della Tarigan, Indah Sibarani, Cindy Juniati Hutapea, Rosni Lumbantoruan, Marojahan Sigiro, 2022, ‘Weighted Hybrid Recommendation System for Toba Tourism Based on Google Review Data’, 2022 IEEE International Conference of Computer Science and Information Technology (ICOSNIKOM)
12. Rosni Lumbantoruan, Rifka Uli Siregar, Indah Manik, Nadya Tambunan, Humasak Simanjuntak, 2022, ‘Analysis Comparison of FastText and Word2vec for Detecting Offensive Language’, 2022 IEEE International Conference of Computer Science and Information Technology (ICOSNIKOM)
13. Arnaldo Sinaga. Mariana Simanjuntak, Fitriani Silalahi, Rosni Lumbantoruan, Humasak Simanjuntak, 2022, ‘Industrial Agglomeration Analysis for Local Economic Growth (Case Study Medium-Large Industries at North Sumatera)’, International Conference On Industrial And Systems Engineering, Technology, Innovation, And Management (ICISETIM), RSF Conference Series: Engineering and Technology Vol 2 No 1, ISSN 2809-6843
14. Humasak Simanjuntak, Arlinta Barus, Samuel Situmeang, Arie Satia Dharma, 2022, ‘Survey on Ditenun Application Utilization Through Independent Learning – Independent Campus Program (Merdeka Belajar – Kampus Merdeka)’, Jurnal Mantik, Vol 5 No 4, ISSN 2685-4236
15. Humasak Simanjuntak, Fabio Ciravegna, 2019, ’Semantic Understanding of Human Mobility Lifestyle to Support Crisis Management’, Proceedings of the 16th ISCRAM Conference.
16. Fabio Ciravegna, Jie Gao, Chris Ingram, Neil Ireson, Vita Lafranchi, Humasak Simanjuntak, 2018, ’Mapping Mobility to Support Crisis Management’, Proceedings of the 15th ISCRAM Conference
17. Humasak Tommy Argo Simanjuntak, Dr. Paul Wagenaars, Prof. Guido Bakema, 2015, ‘Database Remodelling and Implementing Table Partitioning as A Solution to Smart Cable guard System’, ARPN Journal of Engineering and Applied Sciences, Vol 10 No 2, ISSN 1819-6608, Scopus Indexed.
18. Humasak Tommy Argo Simanjuntak, Novitasari Sibarani, Bambang Sinaga, Novalina Hutabarat, 2015, ‘Web Mining on Indonesia E-Commerce Site: Lazada and Rakuten’, International Journal of Database Management Systems, Vol 7 No 1, pp. 1-13, ISSN 0975-5705, DOI : 10.5121/ijdms.2015.7101.
19. Humasak Tommy Argo Simanjuntak, Missi Sirait, Josua Sianipar, Sopar Sihotang, 2013, ‘Campus of Del Polytechnic of Informatics in Geographic Information System Representation’, Open Access Journal of Information System (OAJIS), pp. 586-591, ISBN : 978-979-18985-7-7.
20. Humasak Simanjuntak, Marcella Tambunan, Kamaruddin Manullang, Hanna Panjaitan, 2015, ‘An Automatic Tool for Anchor Model Data Warehouse Development’,INTERNETWORKING INDONESIA JOURNAL, Vol 7 No 2, ISSN: 1942-9703, Scopus Indexed.
21. Humasak Simanjuntak, Dessy Hutajulu, Eko Manurung, Bunga Hutagaol, 2015, ‘Similarity Assessment of UML Class Diagram Using Tree Edit Distance Algorithm‘,Advanced Science Letters Vol 22, ISSN: 1936-6612, Scopus Indexed (already reviewed and in progress to published)
22. Humasak Simanjuntak, 2015, ‘Proposed Framework for Automatic Entity Relationship Diagram Grading System‘, IEEE Xplore digital library, Scopus Indexed

PUBLICATIONS – NATIONAL

1. Humasak Simanjuntak, Prince Ephraim Prabowo Silaban, Joshua Koko Sarasi Manurung, Venny Handayani Sormin, 2023,’Unsupervised Learning Berita Bahasa Indonesia dengan Menggunakan K-Means dan Word Embedding’, Jurnal Teknologi Informasi dan Ilmu Komputer (JTIIK), Vol 10 No 3.
2. Humasak Simanjuntak, Marojahan Sigiro, Heppy Maria Simanungkalit, 2021, ‘Deteksi Fraud Pada Klaim Layanan Rumah Sakit Menggunakan Model Neural Network’, Journal of Applied Technology and Informatics Indonesia (JATI), Vol 1 No 1.
3. Humasak Simanjuntak, Rosni Lumbantoruan, Wiwin Banjarnahor, Erisha Sitorus, Magdalena Panjaitan, Sintong Panjaitan, 2017, ’Penilaian Kesamaan Entity Relationship Diagram dengan Algoritme Tree Edit Distance’, Jurnal Nasional Teknik Elektro dan Teknologi Informasi Universitas Gadjah Mada (JNTETI).
4. Humasak Simanjuntak, Ardo Nainggolan, Dameria Simatupang, Delia De Venty Manurung, 2017, ’An Automatic Tool to Transform Star Schema Data Warehouse to Physical Data Model’, Journal of Telecommunication, Electronic and Computer Engineering (JTEC).
5. Humasak Tommy Argo Simanjuntak, Lowiska Simanjuntak, Goretti Situmorang Adesty Saragih, 2015, ‘Query Response Time Comparison NOSQLDB MONGODB with SQLDB ORACLE’, JUTI: Jurnal Ilmiah Teknologi Informasi, Vol 13, No 1, pp. 95-105, ISSN: 2406-8535.
6. Humasak Tommy Argo Simanjuntak, Arie Raynal Caesar Manihuruk, Noperida Damanik, Novryanti Sitanggang, 2014, ‘Study and Implementation of Data Mining Techniques on Academic Data’, National Proceeding of Seminar Nasional Ilmu Komputer, pp. 122-131 ISSN 2356-3214
7. Humasak Tommy Argo Simanjuntak, 2014, ‘Implementing Hierarchical Clustering Method in Microarray Data’, National Proceeding of Seminar Nasional Teknologi Informasi & Multimedia.
8. Humasak Tommy Argo Simanjuntak, Christin Sidabutar, Febriyanti Hutajulu, Jhon Sirait, 2013, ‘Study and Implementation Semantic Web Technology in Library Information System’, National Proceeding of Seminar Nasional Ilmu Komputer , pp. 365-375, ISBN 978-602-18615-7-8
9. Humasak Tommy Argo Simanjuntak, 2013, ‘Building Reporting Application using Data Vault Modelling’, National Proceeding of Seminar Nasional Ilmu Komputer, pp. 270-276, ISBN 978-602- 18615-7-8
10. Humasak Tommy Argo Simanjuntak, Andreas Pangaribuan, Daniel Nababan, Rina Sihotang, 2012, ‘Transformator Entity Relationship Model to Star Schema’, National Proceeding in National Conference ICT-M Politeknik Telkom, ISSN : 2302-1896.
11. Humasak Tommy Argo Simanjuntak, Deli Saragih, Desi Silalahi, B.Junedi Hutagaol, 2011, ‘Building Application for Requirement Prioritization with AHP and B-TREE Algorithm’, National ProceedinginNationalConferenceICT-MPoliteknikTelkom,pp.82-91, ISSN:2088-8252.
12. Humasak Tommy Argo Simanjuntak, 2011, ’Performance Study Implementing Multidimensional Clustering (MDC) in PI Del Library Information System’, National Proceeding of Seminar Nasional “Efisiensi Energi untuk Peningkatan Daya Saing Industri Manufaktur & Otomotif Nasional.
13. My Bachelor Thesis in Bandung Institute of Technology supervised by Dr. Ir. Gusti Ayu Putri Saptawati, M.Comm: Humasak Tommy Argo Simanjuntak, 2010, ‘Development CB Algorithm to ConstructBayesianNetworkStructurefromIncompleteData’, NationalProceedingofSeminar Nasional Sistem Informasi Indonesia.

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WORK EXPERIENCES