Manahan Siallagan

Assistant Professor

Decision Making and Strategic Negotiation Interest Group

Director of Big Data Analysis and Social Simulation Laboratory

Email: manahan@sbm-itb.ac.id
Research Interest: Artificial Intelligence
Office Location: .

Manahan Siallagan

Assistant Professor

Decision Making and Strategic Negotiation Interest Group

Director of Big Data Analysis and Social Simulation Laboratory

Email: manahan@sbm-itb.ac.id
Research Interest: Artificial Intelligence
Office Location: .

Profile

Teaching

MB1102 - Integrated Science
MB1201 - Business Statistics
MB2101 - Decision Making
MB3003 - Decision Management and Negotiation
MB3102 - Business Research Method
MB4011 - Negotiation
MB4013 - Multivariate Statistics
MB4031 - Critical Thinking, Logic and Complexity
MB4041 - Modelling and Simulation for Decision Analysis
MB5005 - Fundamentals of Business Statistics
MB5007 - Fundamentals of Decision Making in Organization
MB50M0 - Business Analytics
MB50M3 - Introduction to Research Methods
MB50M4 - Decision Making
MB5104 - Digital Technology in Business
MB5104 - Modelling in Management
MB5201 - Practice in Data Analytics
MB5202 - Academic Writing
MB6007 - Science Based Policy
MB6014 - Advanced Business Analytics
MB6019 - Special Topics in Management
MB6020 - Science-Based Policy
MB6052 - Creative Problem Solving
MB6053 - System Modelling for Policy Development
MB6054 - Agent Based Modelling and Simulation
MB60M7 - Introductions to Research Method & Decision Making
MB7011 - Research Methodology
MB7102 - Quantitative Research Methodology
MB7103 - Behavioral Science
MB7104 - Theory and Model Development
MB7201 - Research Proposal
MB7202 - Theory and Model Development
MB7203 - Behavioral Science
MB8007 - Advanced Topics in Management 1
MB8008 - Advanced Topics in Management 2
MB8019 - Advanced Topics in Management 1
MB8052 - Creative Problem Solving
MB8053 - System Modelling for Policy Development
MB8080 - Advanced Topic in Management
MK2105 - Multivariate Statistics (P)
MK3031 - Creative Problem Solving
MK3103 - Communication and Business Negotiation
MK4103 - Business Research Method
MM5007 - Strategic Decision Making and Negotiation
MM5008 - Strategic Decision Making and Negotiation
MM5009 - Strategic Decision Making and Negotiation
MM5014 - Digital Business Experience (P)
MM5015 - Digital Business Experience (P)
MM5015 - Digital Business Innovation and Transformation
MM6047 - Modelling for Business
MM6048 - Policy Development and Analysis
MM6051 - Modelling for Business
MM6052 - Policy Development and Analysis
MM6054 - Business Analytics
MM6061 - Modelling for Business
MM6094 - Research Methodology for Business
MM6098 - Research Methodology for Business
WI1113 - Business and Management Laboratory

Education

2013	Doctor (Research) in Computational Intelligence and Systems Science Tokyo Institute of Technology, Japan
2011	Master in Computational Intelligence and Systems Science Tokyo Institute of Technology, Japan
2004	Master in Electrical Engineering Institut Teknologi Bandung , Indonesia
1999	Bachelor in Mathematics Institut Teknologi Bandung , Indonesia

Appointments

2015 - 2015

chair

The 9th International Workshop on Agent-Based Approach in Economic and Social Complex Systems/Pan-Asian Association for Agent-based Approach in Social Systems Sciences-SBM ITB

Research Award

2023	Sadulur: Big Data Platform untuk UMKM Internal level research award/sponsorship granted by ITB
2023	Strategi Food Bank dan Stakeholders dalam Memenuhi Kebutuhan Gizi untuk Meningkatkan Ketahanan Pangan di Jawa Barat Internal level research award/sponsorship granted by ITB
2023	Bridging the Gap of Practical Aspect in Business School Learning using global-Project Based Learning Internal level research award/sponsorship granted by ITB
2023	STEP K-12 - Empowering Young Generation with System Thinking for K-12 Internal level research award/sponsorship granted by ITB
2023	Value Co-Creation Menuju Bisnis Berkelanjutan Dalam Ekosistem Akuakultur Indonesia Internal level research award/sponsorship granted by ITB
2023	Penerapan Implementasi Sistem NYAMPIH Dalam Upaya Perilaku Rumah Tangga dan Sektor Bisnis Terhadap Sistem Pengelolaan Sampahnya untuk Menjadikan Zero Waste City, Sustainability, & Green Job di Kota Bandung Internal level research award/sponsorship granted by ITB
2022	Empowering Young Generation with System Thinking Internal level research award/sponsorship granted by PPMI SBM ITB
2022	Penentuan Model Pandangan Berbasis Sumber Daya Stratejik (Strategic-Resource-Based View) Pada Sektor Perbankan Dengan Metode Fuzzy Internal level research award/sponsorship granted by PPMI SBM ITB
2022	Consensus Building Using Service Science in a Group of Interacting Stakeholders Toward Food Security: an Agent-Based Modelling (ABM) Internal level research award/sponsorship granted by PPMI SBM ITB
2022	Peningkatan Penerimaan Teknologi Aplikasi Mobile iPOSYANDU oleh Kader Kesehatan: Perspektif Service Science Internal level research award/sponsorship granted by Riset ITB
2022	Strategi Penguatan Ekosistem Umkm Jawa Barat Di Era Pandemik Covid-19: Pendekatan Soft System Dynamic Metodologi Dan Service Sistem Perspektif Internal level research award/sponsorship granted by PPMI SBM ITB
2021	Collaboration Model in Responsible Agriculture Supply Chain Management: System Dynamics Approach Internal level research award/sponsorship granted by Institut Teknologi Bandung
2021	Penguatan Literasi Digital untuk Pembentukan Orientasi Masa Depan (OMD) Siswa SMA dan SMK di Kabupaten Karo Internal level research award/sponsorship granted by Institut Teknologi Bandung
2021	Tourist Behavior Analysis for SME's Strategy Development to Response covid-19 in Tourism Sector International level research award/sponsorship granted by SBM ITB
2021	The effects of technology based approach and computational thinking to enhance leadership and management skill : the mediating role of digital capability International level research award/sponsorship granted by SBM ITB
2020	Pengembangan Platform Digital untuk Evaluasi Pelatihan Internal level research award/sponsorship granted by Riset ITB
2020	Business Analytics untuk Pendukung Pengambilan Keputusan dalam Operasi Transportasi Publik Internal level research award/sponsorship granted by SBM ITB
2019	Kesiapan Startups dalam Mengadopsi Teknologi Big Data Internal level research award/sponsorship granted by P3MI/Institut Teknologi Bandung
2019	Sistem Pendukung Pengambilan Keputusan Berbasis Data Berukuran Besar untuk Optimalisasi Alokasi Anggaran Listrik pada Sistem Micro-Grid Internal level research award/sponsorship granted by LPPM ITB
2019	Model Pemasaran Sosial Media untuk Menunjang Ekonomi Digital di Indonesia: Pendekatan Grounded Theory Internal level research award/sponsorship granted by P3MI/Institut Teknologi Bandung
2018	Pengembangan Aplikasi Text Mining Menggunakan Metode Stepss Pada Pariwisata Internal level research award/sponsorship granted by P3MI/Institut Teknologi Bandung
2018	Penguatan Kapasitas Sumber Daya Manusia Pusat Mata Nasional Rumah Sakit Mata Cicendo Melalui Workshop Perencanaan dan Penganggaran Biaya Dengan Pendekatan System Dynamic Internal level research award/sponsorship granted by P3MI/Institut Teknologi Bandung
2017	Pengembangan algoritma mengidentifikasi informasi hoax menggunakan data mining di media sosial Internal level research award/sponsorship granted by SBM ITB
2017	Collaboration between university and industry as’ implementation of entrepreneurship university : mapping excellency and priority of ITB s research products National level research award/sponsorship granted by ITB
2017	Aplikasi data mining untuk menentukan suatu informasi menjadi “viral” di sosial media Internal level research award/sponsorship granted by SBM ITB
2017	Membangun Model Value Co-Creation sebagai Penentu Keberhasilan Start-Up Companies di Indonesia (Studi Kasus di Industri Kreatif di Bandung) Internal level research award/sponsorship granted by SBM ITB
2017	Penggunaan Data dari Sosial Media untuk Membandingkan Kesadaran Merek, Opini Publik, Perbaikan, & Sentiment untuk Tourism Kota Bandung Internal level research award/sponsorship granted by SBM ITB
2017	Model Platform Co-creation Digital untuk menunjang Pariwisata di Jawa Barat: Pendekatan Service Science Internal level research award/sponsorship granted by P3MI/Institut Teknologi Bandung
2017	Pemodelan Bauran Energi Nasional dengan Pendekatan Sistem Dinamik Internal level research award/sponsorship granted by P3MI/Institut Teknologi Bandung
2017	Pengembangan Hubungan Industri dan ITB Perguruan Tinggi sebagai Implementasi dari Enterpreneurship University: Mapping Excellency and Priority Hasil Riset ITB Internal level research award/sponsorship granted by P3MI/Institut Teknologi Bandung
2017	Pembelajaran Berbasis Masalah Sebagai Suatu Jembatan Akademisi Dan Praktisi Bisnis Dalam Program Pengembangan Eksekutif Internal level research award/sponsorship granted by SBM ITB
2016	Pemodelan Kemacetan di Kota Bandung: Suatu Pendekatan Berbasiskan Agen National level research award/sponsorship granted by LPPM ITB
2016	Penciptaan Nilai Bersama pada Jaringan Rantai Pasok Hortikultur: Pemodelan Sistem Keras Berbasis Agen Internal level research award/sponsorship granted by SBM ITB
2016	Penciptaan Nilai Bersama Dalam Industri Kreatif Untuk Menunjang Sektor Pariwisata di Kota Bandung Internal level research award/sponsorship granted by Institut Teknologi Bandung
2016	Studi Kasus Pemanfaatan Informasi dan Proses Pembelajaran untuk Membantu Proses Pengambilan Keputusan Menggunakan Metodologi Siklik Internal level research award/sponsorship granted by SBM ITB
2016	Aplikasi Permainan Interaktif dan Simulasi Berbasis Agen Untuk Mendukung Kesadaran Terhadap Bencana Kebakaran Internal level research award/sponsorship granted by SBM ITB
2016	Analisis Service Sistem Science Perspective: Penciptaan Nilai Bersama Pada Klaster Industri (Studi Kasus: Batik Solo) National level research award/sponsorship granted by Kemenristekdikti (Ministry of Research, Technology, and Higher Education)
2016	Model Co-evolution dari Ekosistem Service Industri Kreatif: (Studi Kasus Fashion Hijab di kota Bandung) Internal level research award/sponsorship granted by Institut Teknologi Bandung
2015	Pemodelan Berbasis Agen Untuk Proses Pengambilan Keputusan Masyarakat Kehutanan Dalam Aktifitas Penggunaan Lahan Case Study: Provinsi Jambi Internal level research award/sponsorship granted by SBM ITB
2015	Pemodelan Simulasi Hybrid untuk Rantai Pasok Darah di Kota Bandung Internal level research award/sponsorship granted by SBM ITB
2015	Proses Pengambilan Keputusan Petani Mengenai Keputusan Penggunaan Lahan dengan Pemodelan Berbasis Agen : Studi di Kota Bandung Internal level research award/sponsorship granted by SBM ITB

Journal Articles

2023	Decision making mechanism in resource based theory: A literature review, synthesis, and future research Mochammad Ridwan Ristyawan,Utomo Sarjono Putro,Manahan Siallagan. Cogent Business and Management. 10.
2023	Comments Analysis on Social Media: A Review Brian Al Afwan Izwar,Manahan Siallagan,Utomo Sarjono Putro. EAI Endorsed Transactions on Scalable Information Systems. Vol 10 No 6.
2023	Managing Future Meat Consumption Fulfilment in Indonesia Wendy Imam Fauzie,Manahan Siallagan. -. Vol. 4 No. 3 (2023).
2023	Integration of the Hybrid Decision Support System and Machine Learning Algorithm to Determine Government Assistance Recipients: A Case Study in the Indonesian Funding Program Indra Rusyadi Adiwijaya,Sapto Wahyu Indratno,Manahan Siallagan,Agus Widodo,Eka Gandara. MENDEL Soft Computing Journal. Vol 29 No 1 (2023).
2023	Customer Decisions to Use Online Food Delivery Services During The COVID-19 Pandemic Falah Fadjariansyah Kusuma Kautsar,Manahan Siallagan,Yonathan Palumian. -. Vol. 4 No. 1 (2023).
2022	Predicting Electricity Consumption in Microgrid-based Educational Building using Google Trends, Google Mobility, and COVID-19 Data in the Context of COVID-19 Pandemic Meditya Wasesa,Dinda Thalia Andariesta,Mochammad Agus Afrianto,Irsyad Nashirul Haq,Justin Pradipta,Manahan Siallagan,Budi Permadi Iskandar,Edi Leksono,Utomo Sarjono Putro. IEEE Access. 10.
2021	Agent-Based Modeling Framework for Electric Vehicle Adoption Transition in Indonesia Dita Novizayanti,Eko Agus Prasetio,Manahan Siallagan,Sigit Puji Santosa. World Electric Vehicle Journal. Vol. 12 Issues 2 (2021).
2021	Causal Loop Diagram for Better Understanding of Customer Satisfaction in The Indonesian Public Service Rahajeng Puput Aryani,Manahan Siallagan. -. Vol 4, No 2 (2021).
2021	REDUCING THE RISK OF WELL INTEGRITY INCIDENT BY INTEGRATING TOPSIS AND AHP MULTICRITERIA DECISION-MAKING ANALYSIS Ragil Sudira Wardana Sudira,Manahan Siallagan,Raka Sudira Wardana. -. VOLUME X No. 1, April 2021.
2021	Factors Influencing Indonesian Dairy Farmers in Making Business Decisions Utomo Sarjono Putro,Manahan Siallagan,Dini Turipanam Alamanda,Shena Nadya Nirmala. The Asian Journal of Technology Management. Vol 14, No 1 (2021).
2021	Scenario Planning Development for Food Advertising Supervison in Digital Media Distruption Era Shanty Sarah,Manahan Siallagan. -. Vol 4, No 4 (2021).
2020	Optimal Design for Biodiesel Supply Chain: Case Study Fitriani Tupa R. Silalahi,Togar M. Simatupang,Manahan Siallagan. Strategic Planning for Energy and the Environment. Vol. 39 N0. 1-2.
2020	Biodiesel produced from palm oil in Indonesia: Current status and opportunities Fitriani Tupa R. Silalahi,Togar M. Simatupang,Manahan Siallagan. AIMS Energy. Vol 8 Issue 1.
2020	System of Diagnostic Systems Framework and Its Application to the Disharmony in Indonesian National Security Ade Muhammad,Utomo Sarjono Putro,Manahan Siallagan,Meditya Wasesa,Kyoichi Jim Kijima. Systems Research and Behavioral Science. Vol. 38 Issue 1 (2020).
2020	Actors, Collaboration, and Interaction Mechanisms in Supply Chain for Circular Economy: A Literature Review Ruth Nattassha,Yuanita Handayati,Togar M. Simatupang,Manahan Siallagan. International on Business, Economy, Entrepreneurship and Management. Vol. 1.
2020	A system dynamics approach to biodiesel fund management in Indonesia Fitriani Tupa R. Silalahi,Togar M. Simatupang,Manahan Siallagan. AIMS Energy. Volume 8 Issue 6.
2020	Understanding circular economy implementation in the agri-food supply chain: the case of an Indonesian organic fertiliser producer Ruth Nattassha,Yuanita Handayati,Togar M. Simatupang,Manahan Siallagan. Agriculture and Food Security. 9/1.
2019	Designing smelter industry investment competitiveness policy in Indonesia through system dynamics model Muhammad Hanafi,Dermawan Wibisono,Kuntoro Mangkusubroto,Manahan Siallagan,Mila Jamilah Khatun Badriyah. Journal of Science and Technology Policy Management. 10/3.
2019	Pricing Negotiation in Contract Farming Yuanita Handayati,Togar M. Simatupang,Tomy Perdana,Manahan Siallagan. International Journal of Business and Globalisation. Vol 3/No. 2.
2019	Virality in Social Media Advertising: A Case Study in Bandung Tourism Riefky Amarullah Romadhoni,Lidia Mayangsari,Manahan Siallagan. The Asian Journal of Technology Management. Vol. 12 No. 3.
2018	Investigating Aggressive Driving Behavior in Reducing Traffic Congestion on Bandung City Ulfi Muti,Manahan Siallagan,Utomo Sarjono Putro,Marsetyawan,Dini Turipanam Alamanda. Jurnal Manajemen Teknologi. Volume 17 Number 2 2018.
2018	Indonesia Energy Mix Modelling Using System Dynamics Kartono Sani,Manahan Siallagan,Utomo Sarjono Putro,Kuntoro Mangkusubroto. International Journal of Sustainable Energy Planning and Management. Vol 18 (2018).
2017	Corporate Venture Capital Variable for Investing on Startup in Indonesia Sandhy Widyasthana,Dermawan Wibisono,Mustika Sufiati Purwanegara,Manahan Siallagan. International Journal of Innovation and Research in Educational Sciences. Volume 4,Issue 3, May 2017.
2017	CORPORATE VENTURE CAPITAL STRATEGY FOR SELECTING START-UP INVESTMENTS IN INDONESIA USING AN AGENT-BASED MODEL: CASES OF A MOBILE APPLICATION START-UP, PAYMENT SOLUTION START-UP AND DIGITAL ADVERTISING START-UP Sandhy Widyasthana,Dermawan Wibisono,Mustika Sufiati Purwanegara,Manahan Siallagan,Pratiwi Sukmawati. Journal of Entrepreneurship Education. 20 issues 2.
2017	Policy Development for the Energy Mix in Indonesia Using System Dynamics Kartono Sani,Manahan Siallagan,Utomo Sarjono Putro,Kuntoro Mangkusubroto. Global Journal of Business and Social Sciences Review. Vol.5, No. 3.
2016	A Simulation of contract Farming using Agent Based Modeling Yuanita Handayati,Togar M. Simatupang,Tomy Perdana,Manahan Siallagan. Journal of Operations and Supply Chain Management. Vol 9, No 2 (2016).
2016	Modelling competitive advantage of nation: a literature review Muhammad Hanafi,Dermawan Wibisono,Kuntoro Mangkusubroto,Manahan Siallagan,Mila Jamilah Khatun Badriyah. Competitiveness Review. Vol. 27 No. 4 (2017).
2016	Website as Co-Created Decision Support System Towards Enhanced Experience of Solo City Tourism Utomo Sarjono Putro,Lidia Mayangsari,Manahan Siallagan,Santi Novani. The Asian Journal of Technology Management. Vol. 9, No.2.
2013	Aspiration-Based Learning in a Cournot Duopoly Model Manahan Siallagan,Hiroshi Deguchi,Manabu Ichikawa. Evolutionary and Institutional Economics Review. v 2/ I 10.
2013	A Mechanism of Sharing Aspiration to Promote Cooperation Behavior in a Group Manahan Siallagan,Hiroshi Deguchi,Manabu Ichikawa. Frontiers in Psychological and Behavioral Science. Vol. 2 Iss. 4.
2009	Simulasi Model Penegakan Norma Belajar di Kelas (Studi Kasus: Kelas Tutorial SBM ITB Program Studi S1 Tingkat I) Hendrawan,Utomo Sarjono Putro,Pri Hermawan,Manahan Siallagan. Jurnal Manajemen Teknologi. Vol 8, No 3 2009.

Conference Proceedings

2021	A facility location problem for palm-oil-based biodiesel plant: case study in North Sumatera Province Fitriani Tupa R. Silalahi,Togar M. Simatupang,Manahan Siallagan. Medan International Conference on Energy and Sustainability
2021	Modelling Biodiesel Supply Chain: Current State and Opportunities for Future Research Fitriani Tupa Ronauli Silalahi,Togar M. Simatupang,Manahan Siallagan,Rizal Manahan Horas Sinaga. International Conference on Bioenergy and Environmentally Sustainable Agriculture Technology
2021	Performance Evaluation of Project Management Using System Dynamic Approach, Case Study: EPCC LNG Filling Station Cargo Dock Project Maulani Candra,Manahan Siallagan. The 6th International Conference in Managing on Emerging Market (ICMEM)
2021	Effective and Efficient CGS Strategy to Mitigate NDC Unplanned Total Shutdown: A Case in PT. Capital Petroleum Indonesia Ade Susanto Pasaribu,Manahan Siallagan. The 6th International Conference in Managing on Emerging Market (ICMEM)
2021	Stakeholders Collaboration Towards Food Security Through the Lens of Service Science: An AgentBased Simulation Santi Novani,Manahan Siallagan,Valid Hasyimi,Utomo Sarjono Putro. The 2021 IEEE Conference on Technology Engineering Management and Innovation
2019	Actors, Collaboration, and Interaction Mechanisms in Supply Chain for Circular Economy: A Literature Review Ruth Nattassha,Yuanita Handayati,Togar M. Simatupang,Manahan Siallagan. International Conference of Business, Economy, Entrepreneurship and Management (ICBEEM)
2018	Purpose Content Creation Framework To Increase Consumer Engagement On Social Media telkom university Brian Al Afwan,Manahan Siallagan. The 9th Sustainable Collaboration in Business, Technology, Information and Innovation 2018
2017	Land Use Decision-Making Strategy in Bandung: An Agent-Based Modeling Approach Ilham Fadhil Nurdayat,Manahan Siallagan. Agent-Based Approaches in Economics and Social Complex Systems IX
2017	People’s Willingness to Donate Blood: Agent-Based Approach Utomo Sarjono Putro,Manahan Siallagan. Agent-Based Approaches in Economics and Social Complex Systems IX
2017	Utilizing Text Mining in Social Media and Neural Network Analysis to Identify Hoax Manahan Siallagan,Yonathan Palumian,Yana Dwi Putra. the 2nd International Conference on Management In Emerging Markets and International Conference on Innovation In Business and Strategy 2017
2017	System Dynamics for Brownfield Oil and Gas Offshore Construction Services in Indonesia Sandi Nurjaman,Manahan Siallagan. the 2nd International Conference on Management In Emerging Markets and International Conference on Innovation In Business and Strategy 2017
2017	Modeling Institution Within The Service Ecosystem: Service Dominant (S-D) Logic Perspective Santi Novani,Kyoichi Jim Kijima,Manahan Siallagan,Haruki Joh. the 2nd International Conference on Management In Emerging Markets and International Conference on Innovation In Business and Strategy 2017
2017	SOCIAL MEDIA AS PLATFORM TO DEVELOP PUBLIC OPINION IN IMPROVING TOURISM IN BANDUNG CITY Prahita Sri Rahayuningrat,Pri Hermawan,Santi Novani,Manahan Siallagan. the 2nd International Conference on Management In Emerging Markets and International Conference on Innovation In Business and Strategy 2017
2017	Developing Policy to Increase Cattle Population, Milk Production, and Improve Farmers' Welfare Using Agent-Based Modeling. Case Study in Pangalengan, Bandung District Utomo Sarjono Putro,Manahan Siallagan,Shimaditya Nuraeni,Shena Nadya Nirmala. the 2nd International Conference on Management In Emerging Markets and International Conference on Innovation In Business and Strategy 2017
2017	DATA MINING APPLICATION TO DETECT VIRAL IN SOCIAL MEDIA Brian Al Afwan,Cici Cintyawati,Santi Novani,Manahan Siallagan. the 2nd International Conference on Management In Emerging Markets and International Conference on Innovation In Business and Strategy 2017
2017	Agent-based Simulations of Smallholder Decision Making in Land Use Change/Cover Problem (Case Study: Agricultural Land Conversion in Jambi Province, Indonesia) Niken Prasasti Martono,Manahan Siallagan,Utomo Sarjono Putro. Agent-Based Approaches in Economics and Social Complex Systems IX
2017	Value Co-Creation Modeling as a Strategy of Start-Ups Development in The Digital Creative Industry Cici Cintyawati,Manahan Siallagan,Santi Novani. the 2nd International Conference on Management In Emerging Markets and International Conference on Innovation In Business and Strategy 2017
2016	Coordination of Planting Decision in Contract Farming Yuanita Handayati,Togar M. Simatupang,Tomy Perdana,Manahan Siallagan. The 1st International Conference on Management in Emerging Markets 2016
2016	Architecture Design of Web Platform Co-creation for Tourism: Case study of Solo City, Indonesia Santi Novani,Manahan Siallagan,Andri Heryandi,Utomo Sarjono Putro,Lisandy A. Suryana,Laksmi Dwi. P,Dewi Riani. The 1st International Conference on Management in Emerging Markets 2016
2016	Game-based Learning to Improve Disaster Awareness Nur Budi Mulyono,Akbar Adhiutama,Shimaditya Nuraeni,Manahan Siallagan. The 1st International Conference on Management in Emerging Markets 2016
2015	Value Co-Creation to Promote Collaboration among Stakeholders to Improve Tourism in Solo: Agent-Based Modeling and Simulation Approach Manahan Siallagan,Santi Novani,Shimaditya Nuraeni,Utomo Sarjono Putro. The 7th Indonesia International Conference of Innovation, Entrepreneurship and Small Business 2015
2015	Concept of Distribution System Improvement Using Agent Based Modeling and Simulation: National Examination in Indonesia3 Muhamad Insan Nasher,Swastika Tiara Ardhiani,Roro Arinda Reswanti Julian Pratama,Manahan Siallagan. The 9th International Workshop on Agent-based Approach in Economic and Social Complex Systems
2014	DISTRIBUTION SYSTEM IMPROVEMENT USING AGENT-BASED MODELING AND SIMULATION: NATIONAL EXAMINATION IN INDONESIA Muhammad Insan Nasher,Swastika Tiara Ardhiani,Roro Arinda Reswanti Juliam Pratama,Akbar Adhiutama,Manahan Siallagan. 6th International Conference on Operations and Supply Chain Management
2013	Aspiration-Based Learning to Balance Exploration and Exploitation in Organizational Learning Manahan Siallagan,Hiroshi Deguchi,Manabu Ichikawa. The 7th International Workshop on Agent-based Approach in Economic and Social Complex Systems 2012
2013	Aspiration-Based Learning in Duopoly Market Model Manahan Siallagan,Hiroshi Deguchi,Manabu Ichikawa. Japan Association for Evolutionary Economics 17th Annual Meeting
2011	Agent’s Land Use Decision Making Strategy: A Agent Based Approach Ilham Fadhil Nurdayat,Manahan Siallagan. Paper presented at Agent-based Approach in Economic and Social Complex Systems
2011	Learning to Cooperate in Heterogeneous Agents Manahan Siallagan. Japan Association for Evolutionary Economics 15th Annual Meeting
2010	Agent-Based Simulation of Negotiation Process in Citarum River Basin Conflict. Utomo Sarjono Putro,Pri Hermawan,Manahan Siallagan,Santi Novani,Dhanan Sarwo Utomo. Pan-Pacific Conference XXVII
2010	Investigation of Cooperative Behavior among Heterogenous Agents Manahan Siallagan,Hiroshi Deguchi,Manabu Ichikawa. The 43rd Social Simulation & Service System Symposium
2010	Learning with sharing aspiration to promote cooperative behavior in a group Manahan Siallagan. 7th International Conference on Service Systems and Service Management

Other Publications

2019	Platform Co-creation Untuk Pariwisata Pantai Selatan Jawa Barat Santi Novani,Manahan Siallagan,Yana Dwi Putra,Utomo Sarjono Putro,Lidia Mayangsari,Pri Hermawan. Published Professional Text, Manual, or Technical Guide
2016	Translational Systems Sciences, Vol. 3, Systems Science for Complex Policy Making Manahan Siallagan,Shimaditya Nuraeni. Chapter in Research Book

Consulting Activities

2018	Workshop on Mind Map and Multi Criteria Decision Making using Analytical Hierarchy Process Pertamina
2015	Technical Assistance to IIASA on the project: Tropical Futures Initiative Activities in Indonesia International Institute for Applied Systems Analysis (IIASA)

Executive Educations

2018	Integrated Management Development Program Kalla Group Training for Corporations provided by CCE
2018	Workshop on Science Based Policy Making Training for Goverment Institutions provided by CCE
2018	Workshop on Mind Map and Multi Criteria Decision Making using Analytical Hierarchy Process Training for Corporations provided by CCE
2018	Great People Managerial Program Training for Corporations provided by CCE
2018	Business Statistc Training for General Public provided by CCE
2017	Integrated Management Development Program - PT Krakatau Steel (Persero) Tbk. Training for Corporations provided by CCE SBM ITB
2017	Management Leadership Development Program - PT ISS Indonesia Training for Corporations provided by CCE SBM ITB
2016	Management Leadership Development Program - PT ISS Indonesia Training for Corporations provided by CCE SBM ITB
2016	LDP Pelindo 1 - PT Prospero Management Training for Corporations provided by CCE SBM ITB
2016	Young Leader Program - PT Dharma Guna Wibawa Training for Corporations provided by CCE SBM ITB

Editorial & Review Activities

2018	1 article(s) in Jurnal Manajemen Teknologi
2017	2 article(s) in Jurnal Manajemen Teknologi
2016	1 article(s) in The Asian Journal of Technology Management
2016	2 article(s) in Jurnal Manajemen Teknologi
2015	1 article(s) in The Asian Journal of Technology Management
2014	2 article(s) in The Asian Journal of Technology Management
2014	3 article(s) in Jurnal Manajemen Teknologi

Supervision of PhD Students

2019	Characterizing Market Dynamics Through Behavioral Perspectives: Case of Indonesian Stock Market Sekolah Pascasarjana ITB Examiner
2018	Analysis of Risk in Dairy Supply Chain: An Agent Based Modelling Approach School of Business and Management Co-Promotor
2018	Designing Corporate Venture Capital Strategy for Selecting Start-Up Companies Portfolio in Indonesia School of Business and Management, Institut Teknologi Bandung Co-Promotor
2018	Policy Development for The Energy Mix in Indonesia Using System Dynamics School of Business and Management Institut Teknologi Bandung Co-Promotor
2017	Deelopment of Spatial System Dynamics for Sustainable Food Security Policy in Indonesia School of Business and Management Institut Teknologi Bandung Examiner
2017	Coordination in an Agricultural Supply Chain: Agent Based Modeling School of Business and Management Institut Teknologi Bandung Co-Promotor
2015	Actor’s Interaction Analysis in Enterprise Resource Planning Implementation School of Business and Management Institut Teknologi Bandung Examiner

Other Activities

2019	Workshop Berpikir Sistem SMPN 5 Surakarta
2016	Tokyo Institute of Technology

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