Prof. Dr. Marwan, S.Si., M.Si.
Tentang Saya (About Me)
Marwan is a Professor in Applied Mathematics and currently as an actively lecturer and researcher at Mathematics Department and Mathematics Graduated Study Program, Syiah Kuala University. Prof. Marwan born on November 25, 1971 in Tanjung Pinang, Kepulauan Riau. He completed his Ph.D in Applied Mathematics especially in Extreme Water Waves Generation from the Bandung Institute of Technology, Indonesia collaboration with University of Twente The Netherlands, in 2006 under supervisions Prof. Dr. M. Ansjar, Dr. Andonowati, Prof. Dr. Edy Soewono and Prof. Dr. E. van Groesen. He finished his Master degree in Mathematics from the Bandung Institute of Technology, Indonesia, in 1999, under supervision Prof. Dr. Sunardi Wirjosudirjo. He finished his BSc in Mathematics from Syiah Kuala University, Indonesia, in 1996, under supervision Dr. Widodo Samyono and Dr. Said Munzir.
Since joining the department of mathematics, Prof. Marwan has conducted many Tri Darma Perguruan Tinggi activities, such as teaching, supervising students, conducting research, producing publications in scientific journals and writing books. Until now he has produced at least 70 publications in various journals and proceedings and also 5 books.
marwan.math@usk.ac.id
www.math.unsyiah.ac.id/ind/marwan, https://www.scopus.com/authid/detail.uri?authorId=57217110324
Publikasi (Publications)
Jurnal (Journals)
Harish Abdillah Mardi, Nasaruddin, Muhammad Ikhwan, Nurmaulidar, Marwan Ramli, 2023, Soliton dynamics in optical fiber based on nonlinear Schrödinger equation, Heliyon, 9, 1-15, 24058440.
D. Fadhiliani, M. Ikhwan, M. Ramli, S. Rizal, M. Syafwan, 2022, Distribution of energy in propagation for ocean extreme wave generation in hydrodynamics laboratory, Global Journal of Environmental Science and Management, 8(1), 17-26, 23833572.
M. Ramli, Mukramati, M. Ikhwan, Hafnani, 2022, Community behavior for mathematical model of coronavirus disease 2019 (COVID-19), Global Journal of Environmental Science and Management, 8(2), 1-18, 23833572.
S. Rahman, M. Ramli, F. Arnia, R. Muharar, M. Ikhwan, S. Munzir, 2022, Enhancement of convolutional neural network for urban environment parking space classification, Global Journal of Environmental Science and Management, 8(3), 315-326, 23833572.
M. Ramli, M. Mardlijah, M. Ikhwan, K. Umam, 2022, Fuzzy entropy type II method for optimizing clean and renewable solar energy, Global Journal of Environmental Science and Management, 8(3), 389-402, 23833572.
MUHAMMAD IKHWAN , MARWAN RAMLI , MARDLIJAH, 2022, Optimization of fuzzy entropy on solar panel’s motor, Jurnal Natural, 22(1), 51-56, 2541-4062.
MAHYUS IHSAN, DEDI SUHAIMI, MARWAN RAMLI, SYARIFAH MEURAH YUNI, IKHSAN MAULIDI, 2021, Non-perfect maze generation using Kruskal algorithm, Jurnal Natural, 21(1), 31-45, 2541-4062.
Muhammad Ikhwan, Syamsul Rizal, Marwan Ramli, Zainal A. Muchlisin and Said Munzir, 2021, Hydrodynamics and Tidal Turbine Generator Stability Analysis in Several Wave Variations, International Journal of Differential Equations, 2021, 1-8, 1687-9651.
Muhammad Ikhwan, Syamsul Rizal, Marwan Ramli, Zainal A. Muchlisin and Said Munzir, 2021, Hydrodynamics and Tidal Turbine Generator Stability Analysis in Several Wave Variations, International Journal of Differential Equations, 2021, 1-8, 1687-9643.
N. Ali, T. E. Putra, V. Z. Iskandar and M. Ramli, 2020, A Simple Empirical Model for Predicting Weight Loss of Mild Steel due to Corrosion in NaCl Solution, INTERNATIONAL JOURNAL OF AUTOMOTIVE AND MECHANICAL ENGINEERING, VOL. 1, 7784 – 7791, 2180-1606.
Dwi Fadhiliani, Syamsul Rizal, Vera Hallfiani, Muhammad Ikhwan, Mahdhivan Syafwan, Marwan Ramli, Haves Qausar, Said Munzir, 2020, The dynamics of surface wave propagation based on the Benjamin Bona Mahony equation, Heliyon, 6(5), e04004, 2405-8440.
SYAMSUL RIZAL, REZA WAFDAN, YUDI HADITIAR, MARWAN RAMLI, VERA HALFIANI, 2020, NUMERICAL STUDY OF LEE WAVES CHARACTERISTICS IN THE OCEAN, Journal of Engineering Science and Technology, 15(2), 1056 - 1078, 1823-4690.
N. Ali, T. E. Putra, V. Z. Iskandar and M. Ramli, 2020, A Simple Empirical Model for Predicting Weight Loss of Mild Steel due to Corrosion in NaCl Solution, INTERNATIONAL JOURNAL OF AUTOMOTIVE AND MECHANICAL ENGINEERING, VOL. 1, 7784 – 7791, 2180-1606.
Haves Qausar, Marwan Ramli, Said Munzir, Mahdhivan Syafwan, Hadi Susanto, and Vera Halfiani, 2020, Nontrivial On-site Soliton Solutions for Stationary Cubic-Quintic Discrete Nonlinear Schrodinger Equation, IAENG International Journal of Applied Mathematics, 50:2, 50_2_17, 1992-9978.
Rhilmanidar, Marwan Ramli, BI Ansari, 2020, Efektivitas Modul Pembelajaran Berbantuan Software GeoGebra pada Materi Bangun Ruang Sisi Datar , Jurnal Didaktik Matematika, 7(2), 144-157, 2355 – 4185.
Sofyan Syahnur, Marwan, Said Munzir, Hizir, Taufiq C. Dawood, 2019, Investigating wage bargaining power, wage inequality and industrial structure in Indonesia, Economic Journal of Emerging Markets, 11(2), 161-172, 0854-5723.
Vera Halfiani, Dwi Fadhiliani, Harish Abdillah Mardi, Marwan Ramli, 2018, Nonlinear Evolution of Benjamin-Bona-Mahony Wave Packet due to an Instability of a Pair of Modulations, International Journal of Differential Equations, 2018, 1-10, 1687-9643.
Vera Halfiani, Salmawaty and Marwan Ramli, 2017, An Envelope Equation of Benjamin-Bona-Mahony Wave Group, Far East J. Math. Sci, 102(6), 1077 - 1090, 0972-0871.
Durisman, Marwan Ramli, Siti Rusdiana, 2017, DESIGNING APPLICATION OF ANT COLONY SYSTEM ALGORITHM FOR THE SHORTEST ROUTE OF BANDA ACEH CITY AND ACEH BESAR REGENCY TOURISM BY USING GRAPHICAL USER INTERFACE MATLAB, Natural, 17 (2), 83-90, 2541-4062.
Nuraini, Syamsul Rizal, Marwan, 2017, SHALLOW WATER EQUATION SOLUTION IN 2D USING FINITE DIFFERENCE METHOD WITH EXPLICIT SCHEME, Natural, 17(2), 105-107, 2541-4062 .
Marwan Ramli, 2016, Amplitude Amplification Factor of Bi-chromatic Waves Propagation in Hydrodynamic Laboratories, IAENG International Journal of Applied Mathematics, 46(1), 29-34, 1992-9986 (online version); 1992-9978 (print versi.
Reza Wafdan, Mahyus Ihsan, Marwan Ramli, Hafnani Hafnani, 2016, Solusi Permasalahan Komputasi Skala Besar pada Software Adobe Flash dalam Perancangan Media Pembelajaran Pencarian Eulerian Circuit, Jurnal Natural, 16(1), 27-32, 1141-8513.
Mahyus Ihsan, Reza Wafdan, Hafnani, Vera Halfiani and Marwan Ramli, 2016, Enhancement of an Algorithm for Finding a Hamiltonian Cycle, Far East Journal of Mathematical Sciences, 100(4), 573-587, 0972-0871.
Marwan Ramli, 2015, Non Linear Evolution of Wave Group with Three Frequencies, Far East Journal of Mathematical Sciences, 97(8), 925-937, 0972--0871.
Edi Cahyono, La Ode Ngkoimani, Marwan Ramli, 2015, Notes on multi-parameters perturbation method for dispersive and nonlinear partial differential equations, International Journal of Mathematical Analysis, 9(43), 2121-2132 , 1312-8876 (print);ISSN 1314-7579 (online).
Cut Musriliani, Marwan, Bansu Irianto Ansari, 2015, Pengaruh Pembelajaran Contextual Teaching Learning (CTL) terhadap Kemampuan Koneksi Matematis Siswa SMP Ditinjau dari Gender, Jurnal Didaktik Matematika, 2(2), 49-58, 2355-4185.
Marwan Ramli, Said Munzir, T. Khairuman, Vera Halfiani, 2014, Amplitude Increasing Formula of Bi-chromatic Waves Propagation Based on Fifth Order Side Band Solution of Korteweg de Vries Equation, Far East Journal of Mathematical Sciences, 93(1), 97-117, 0972--0871.
Khairul Asri, M. Ikhsan, Marwan Ramli, 2014, Meningkatkan Kemampuan Pemecahan Masalah dan Komunikasi Matematis melalui Penerapan Pembelajaran Kooperatif Tipe Jigsaw pada Siswa Sekolah Menengah Atas, Jurnal Didaktik Matematika, 1(2), 85-97, 2355-4185.
Irfandi Nu’man Dani, Usman Ba’afai, Marwan Ramli, 2014, Desain Filter Aktif dengan Skema Fuzzy Logic Controller untuk Mereduksi Harmonisa, Jurnal Rekayasa Elektrika, 11(2), 62-68, 2252-620X.
Said Munzir, Vera Halfiani, Marwan Ramli, 2012, An Optimal Control Solution using Multiple Shooting Method, Bulletin of Mathematics, 4(2), 143-160, 2087-5126.
Marwan, 2010, On the extreme position of propagation of bichromatic wave in hydrodynamic laboratory, Dinamika Teknik Sipil, 10(1), 96-101, 1411-8904.
Marwan, 2010, On the Maximal Temporal Amplitude of down stream running nonlinear water waves, Tamkang Journal of Mathematics, 41(1), 51-70, 0049-2930.
Marwan Ramli, 2009, The deterministics generation of extreme surface water waves based on soliton on finite background in laboratory, International Journal of Engineering : A Basic, 22(3), 243-249, 1025-2495.
Marwan, 2009, Kedudukan matematika di tengah ilmu pengetahuan yang lain, Verifikasi ? Jurnal Penelitian dan Ilmu Pengetahuan, 1(1), 1-9, 1111.
Marwan dan Andonowati, 2008, The extreme position and amplitude amplification of bichromatic waves propagation based on third order solution Boussinesq equations, Journal of Mathematical Indonesian Society, 14(2), 95-110, 2086-8952.
Marwan, 2007, Evolusi tak linear gelombang multi arah berdasarkan solusi orde tiga Persamaan Kadomtsev-Petviashvili, Jurnal Natural FMIPA Unsyiah, 7(2), 12-17, 1141-8513.
Ichsan Setiawan dan Marwan, 2007, Amplifikasi amplitudo elevasi pada perambatan gelombang permukaan bertipe Benjamin Feir, Jurnal Natural Unsyiah, 7(2), 23-37, 1141-8513.
Marwan, Toto Nusantara dan Andonowati, 2006, Spatial evolution of multidirectional waves based on third order solution of KP equations, Journal of Indonesian Mathematical Society, 12(2), 211-224, 2086-8952.
Prosiding (Proceedings)
Sayuti Rahman; Marwan Ramli; Fitri Arnia; Rusdha Muharar; Haida Dafitri; Dharmawati; Mahyus Ihsan, 2023, Mini shufflenet for efficient parking space classification, ICST, ICST 2021, USK, 3 Juli 2021, Amerika, AIP conference proceeding, 030007-1-030007-5, 0094243X, 15517616.
Sriwahyuni; Mahyus Ihsan; Marwan Ramli;; Basri A. Gani, 2023, Mathematical model analysis of breast cancer using oncolytic virus therapy, ICST, ICST 2021, USK, 3 Juli 2021, Amerika, AIP conference proceeding, 040013-1-040013-6, 0094243X, 15517616.
Sayuti Rahman, Marwan Ramli, Fitri Arnia, Arnes Sembiring, Rusdha Muharar, 2021, Convolutional Neural Network Customization for Parking Occupancy Detection, Empowering Data Science and Artificial Intelligence for Enriching Smart Societies, ICELTICs 2020, Universitas Syiah Kuala, Banda Aceh, 27-28 Oktober 2020, Amerika Serikat, IEEE Xplore, 0, 978-1-7281-8199-8.
Linda Vitoria, Marwan Ramli, Rahmah Johar dan Marty Mawarpury, 2021, A review of mathematical modelling in educational research in Indonesia, -, SEA STEM, Universitas Syiah Kuala, Banda Aceh, 2020, London, IOP, 1-7, .
Ella Septiana, C M Zubainur and Marwan Ramli, 2021, The enhancement of student’s mathematical understanding ability through the Aptitude Treatment Interaction (ATI) learning model, -, SEA STEM, Universitas Syiah Kuala, Banda Aceh, 2020, London, IOP, 1-7, -.
M Nufus, Marwan and C M Zubainur, 2020, Students’ mathematical understanding ability using contextual teaching and learning approach, AICMSTE, AICMSTE, Banda Aceh, September 2019, Banda Aceh, IOP, 0, 1742-6588.
S Rahman, M Ramli, F Arnia, R Muharar, M Luthfi and S Sundari, 2020, Analysis and Comparison of Hough Transform Algorithms and Feature Detection to Find Available Parking Spaces, , ICCAI 2019, USU Medan, November 26th, 2019 , London, JOP, , 1742-6588.
Haves Qausar, Yulia Zahara, Marwan Ramli, Said Munzir, and Vera Halfiani, 2020, Nonlinear evolution of bichromatic waves based on the fifth order solution of benjamin bona mahony equation, , ICCAI 2019, USU Medan, November 26th, 2019, London, IOP, , 1742-6588.
Haves Qausar, Yulia Zahara, Marwan Ramli, Said Munzir, and Vera Halfiani, 2020, Nonlinear evolution of bichromatic waves based on the fth order solution of benjamin bona mahony equation, , ICCAI 2019, USU Medan, November 26th, 2019, London, IOP, , 1742-6588.
Tarmizi Tarmizi, Evi Safitri, Marwan Ramli and Sriwahyuni Sriwahyuni, 2020, Stability analysis of mathematical model of virus therapy and chemotherapy for cancer, -, IICMA 2020, Universitas Tanjung Pura, 23-25 September 2019, Amerika, AIP, 0, 0094-243X.
Tarmizi Tarmizi, Evi Safitri, Said Munzir and Marwan Ramli, 2020, On the numerical solutions of a one-dimensional heat equation: Spectral and Crank Nicolson method, -, IICMA 2020, Universitas Tanjung Pura, 23-25 September 2019, Amerika, AIP, 0, 0094-243X.
Marwan Ramli, Syarifah Chaira Zulfa, Natasya Ayuningtia Chaniago, and Vera Halfiani, 2019, Mathematical analysis on SEIR-type model of the Tuberculosis disease spread with vaccination and treatment elements, , ICCAI 2018, USU Medan, September 2018, London, IOP Proceeding, , 1742-6588.
Afriadi, Yulia Zahara, Vera Halfiani, Harish Abdillah Mardi and Marwan Ramli, 2019, Fifth order semi analytical solution of exact Korteweg-de Vries equation , , ICST 2018, USU Medan, 5 May 2018, London, IOP Proceeding, , 1742-6588.
D Fadhiliani, M Ramli, S Rizal, S Munzir and M Syafwan, 2019, Wave properties using displaced phase amplitude, ICONES, ICONES, Universitas Syiah Kuala, Banda Aceh, Agustus 2019, Banda Aceh, IOP, , 1742-6588.
M Ikhwan, S Rizal, M Ramli, Z A Muchlisin and M Mardlijah, 2019, Wind disturbance elimination on dual axis solar tracker using fuzzy logic control, ICONES, ICONES, Banda Aceh, Agustus 2019, Universitas Syiah Kuala, Banda Aceh, IOP, , 1742-6588.
E Safitri, T Tarmizi, M Ramli, S Wahyuni and M Ikhwan, 2019, Model of virus therapy and chemotherapy for cancer, ICONES, ICONES, Universitas Syiah Kuala, Banda Aceh, Agustus 2019, Banda Aceh, IOP, , 1742-6588.
K Anwar, Y Haditiar, M Ikhwan, R Wafdan, I Setiawan, Marwan, Z A Muchlisin and S Rizal, 2019, Numerical study of M2 tide on the Gulf of Thailand, ICFAES, ICFAES 2019, Universitas Syiah Kuala, Banda Aceh, , London, IOP, , .
M Ikhwan, Y Haditiar, R Wafdan, I Setiawan, Marwan, Z A Muchlisin and S Rizal, 2019, Wind driven circulation in Makassar Strait during monsoon 2017, ICFAES, ICFAES 2019, Universitas Syiah Kuala, Banda Aceh, , London, IOP, , .
Padliadi, Marwan and C M Zubainur, 2019, The thinking process of quitter students in solving open-ended mathematical problems, AICMSTE, AICMSTE 2019, Universitas Syiah Kuala, Banda Aceh, , London, IOP, , .
Muarif, Vera Halfiani, Siti Rusdiana, Said Munzir, and Marwan Ramli, 2018, Mathematical model of snake-type multi-directional wave generation , Better Living With Operation Research, InteriOR 2017, USU, Medan, 21-23 Agustus 2017, UK, IOP Conference Series: Materials Science and Engineering , , 17578981.
Said Munzir, Muhammad Nasir and Marwan Ramli, 2018, Optimal control for Malaria disease through vaccination, Better Living With Operation Research, InteriOR 2017, Medan, 21-23 Agustus 2017, UK, IOP Conference Series: Materials Science and Engineering, 0, 17578981.
Intan Syahrini, Teti Sundari, Taufiq Iskandar, Vera Halfiani, Said Munzir and Marwan Ramli, 2018, Mathematical model of parking space unit for triangular parking area, Better Living With Operation Research, InteriOR 2017, USU, Medan, 21-23 Agustus 2017, UK, IOP Conference Series: Materials Science and Engineering, , 17578981.
Zahnur, Vera Halfiani, Salmawaty, Tulus and Marwan Ramli, 2018, Nonlinear evolution of Benjamin-Feir wave group based on third order solution of Benjamin-Bona-Mahony equation, Better Living With Operation Research, InteriOR 2017, USU, Medan, 21-23 Agustus 2017, UK, IOP Conference Series: Materials Science and Engineering, , 17578981.
M Ridha, R Johar, Marwan, and Mailizar, 2018, The effectiveness of an autograph-assisted problem based learning model for improving high school students’ learning outcome on graphics functions , Inspiring students to learn: Fostering Innovative teaching and learning of mathematics, science, and technology, THE 6th SEA-DR 2018 INTERNATIONAL CONFERENCE, Unsyiah Banda Aceh, June 27-28, 2018, London, IOP Publishing, , 17426588.
Marwan Ramli, Teti Sundari, Vera Halfiani, 2018, Mathematical Optimization Model of Parking Capacity for Parking Area in Triangular Shape, Intelligent Devices and Computing for Accelerating Industry4.0 and Enriching Smart Societies, ICELTICS 2018, Unsyiah Banda Aceh, 19-20 September 2018, , IEEE Explore, , 978-1-5386-6140-6.
Zahnur Nurdin, Muarif, Said Munzir, Tulus, Mardiningsih, Marwan Ramli, 2018, Three Dimensional Model of Snake-Type Wavemakers using Linear Wave Theory, Intelligent Devices and Computing for Accelerating Industry4.0 and Enriching Smart Societies, ICELTICS 2018, Unsyiah Banda Aceh, 19-20 September 2018, , IEEE Explore, , 978-1-5386-6140-6.
Dairina, M Ihsan and M Ramli, 2018, Interactive graph constructing on graph theory application development, ICE-STEM, ICE-STEM, UHAMKA, Jakarta, , London, IOP, , .
M Z F Nasution, O S Sitompul and M Ramli, 2018, PCA based feature reduction to improve the accuracy of decision tree c4.5 classification, ICCAI, 2nd International Conference on Computing and Applied Informatics 2017, USU Medan, , London, IOP, , .
M Z F Nasution, O S Sitompul and M Ramli, 2018, PCA based feature reduction to improve the accuracy of decision tree c4.5 classification, ICCAI, 2nd International Conference on Computing and Applied Informatics 2017, USU, Medan, , , IOP, , .
Dairina, Salmawaty Arif, Said Munzir, Vera Halfiani and Marwan Ramli, 2017, Modification of Prim's algorithm on complete broadcasting graph, Bridging Mathematics and Industry, ICoAIMS 2017, Pahang, 8-10 Agustus 2017, London, IOP Publishing, , 1742-6596.
Vera Halfiani and Marwan Ramli, 2017, Deformation of bichromatic wave groups based on third order side band solution of Benjamin-Bona-Mahony equation, Bridging Mathematics and Industry, ICoAIMS 2017, UMP, Pahang, 8-10 Agustus 2017, London, IOP, , 1742-6596.
Intan Syahrini, Sriwahyuni, Vera Halfiani, Syarifah Meurah Yuni, Taufiq Iskandar, Rasudin and Marwan Ramli, 2017, The epidemic of Tuberculosis on vaccinated population , Bridging Mathematics and Industry, ICoAIMS 2017, UMP, Pahang, 8-10 Agustus 2017, London, IOP, , 1742-6596.
Marwan Ramli, Dara Irsalina, Ipak Putri Iwanisa, and Vera Halfiani, 2017, Soliton solution of Benjamin-Bona-Mahony equation and modified regularized long wave equation, , ICWOMAA 2017, Univ. Brawijaya, Malang, 2-3 Agustus 2017, USA, AIP Publishing, , 9780735416055.
Taufiq Iskandar, Natasya Ayuningtia Chaniago, Said Munzir, Vera Halfiani, and Marwan Ramli, 2017, Mathematical model of tuberculosis epidemic with recovery time delay, , ICWOMAA 2017, Univ. Brawijaya, Malang, 2-3 Agustus 2017, USA, AIP Publishing, , 9780735416055.
Marwan Ramli, Desy Puspita Sary, Vera Halfiani, 2016, Optimization model of parking charge and income using Lagrange multiplier method, Enpowering Human Capital through Mathematics and Engineering, ICOMEIA 2016, UniMAP Malaysia, Songkhla, Thailand , 10-12 Agustus 2016, Songkhla, Thailand , AIP Proceedings, , 978-0-7354-1433-4.
Marwan Ramli, 2015, Editor Prosiding Snastikom, Smart Machine and Automation dalam Menunjang Sistim Pendidikan Profesional dan Modern, Seminar Nasional Teknologi Informasi dan Komunikasi (SNASTIKOM), Medan, 1-2 September 2015, Medan, Sekolah Tinggi Teknik Harapan (STTH) Medan, 0, 978-602-19837-8-2.
Endang Tri Wahyuni, Erydawaty, Marwan Ramli, and Herman Mawengkang, 2014, A Discrete Optimization Model for the Time Windows Vehicle Routing Problem with Service Choice and Fleet Scheduling, Proc. of 10th IMT-GT International Conference on Mathematics, Statistics and its Applications (ICMSA), 10th IMT-GT International Conference on Mathematics, Statistics and its Applications (ICMSA) 2014, Kuala Terengganu, 14 sd 16 Oktober 2014, Kuala Terengganu, Univ. Malaysia Terengganu, 265-272, 978-967-0524-67-2.
Indah Simamora, Nina, Marwan Ramli, and Herman Mawengkang, 2014, A Mixed Integer Linear Programming Model for Multi-item Inventory Problems, Proc. of the 10th IMT-GT International Conference on Mathematics, Statistics and its Applications (ICMSA), 10th IMT-GT International Conference on Mathematics, Statistics and its Applications (ICMSA) 2014, Kuala Terengganu, 14 sd 16 Oktober 2014, Kuala Terengganu, Univ. Malaysia Terengganu, 293-299, 978-967-0524-67-2.
Marwan Ramli, T. Khairuman, Said Munzir, 2014, Effect of combination of dispersion and non linear term to down stream running non linear waves, Proceedings of The Annual International Conference, Syiah Kuala University - Life Sciences & Engineering Chapter, AIC 2014, Banda Aceh, Oktober 2014, Universitas Syiah Kuala, Syiah Kuala University Press, 0, 2089-208X.
Marwan Ramli, 2014, Editor Prosiding Snastikom, information management security sistim untuk keamanan bisnis global, Seminar Nasional Teknologi Informasi dan Komunikasi (SNASTIKOM), Medan, 12-13 Maret 2014, Medan, Sekolah Tinggi Teknik Harapan (STTH) Medan, 0, 978-602-19837-5-1.
