Manahan Parlindungan Saragih Siallagan

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Faculty Member

Decision Making and Strategic Negotiation (DMSN)

Expertise

Social Simulation and Data Analytics

Education

1998

Bachelor in Mathematics. Institut Teknologi Bandung, Bandung, Indonesia

2003

Master in Electrical Engineering. Institut Teknologi Bandung, Bandung, Indonesia

2011

Master in Computational Intelligence and Systems Science. Tokyo Institute of Technology, Tokyo, Japan

2013

Doctor (Research) in Computational Intelligence and Systems Science. Tokyo Institute of Technology, Tokyo, Japan

Contact

Profile

Manahan is full time lecturer at the School of Business and Management
Institut Teknologi Bandung (SBM ITB). He graduated from Mathematic,
Institut Teknologi Bandung in 1998. He got master degree from electrical
engineering, Institut Teknologi Bandung in 2003 and continued his study
at Tokyo Institute of Technology and got both of Master and Doctoral
degree in computational intelligent and systems science in 2013.
Currently Manahan is the Director of Indonesia Business Case Center and Vice Director of Big Data Analysis and Social
Simulation Laboratory SBM ITB.

Grants, Projects & Achievements

Sadulur 2.1 Monitoring and Evaluation of MSMEs in Cirata
Empowering The Young Generation With K-12 Systems Thinking
Sadulur 2.0 Digital Coaching Platform
Empowering MSMEs with Sadulur Digital Coaching Platform
Business Analytics for Decision Support in Public Transport Operations
Startups Readiness to Adopt Big Data Technology
Social Media Marketing Model to Support the Digital Economy in Indonesia: Grounded Theory Approach
Large Data-Based Decision Support System for Optimizing Electricity Budget Allocation in Micro-Grid Systems

Publications

Service Science Model for Developing a Process of Problem-Based Learning in Business School Translational Systems SciencesISSN: 21978832Volume: 48Pages: 43 - 70 Book Chapter2026EID: 2-s2.0-105040550253 DOI: 10.1007/978-981-95-8216-7_3 Siallagan M.P.S. + 4 authors
A FAIR measurement of governments’ social media International Journal of Public Sector Performance ManagementISSN: 17411041Volume: 17Issue: 3Pages: 311 - 332 Article2026EID: 2-s2.0-105039010258 DOI: 10.1504/IJPSPM.2026.10076309 Manahan Siallagan. + 2 authors
System dynamics approach to Indonesia's national tin production planning Extractive Industries and SocietyISSN: 2214790XVolume: 24 Article2025EID: 2-s2.0-105011543909 DOI: 10.1016/j.exis.2025.101742 Manahan Siallagan. + 5 authors
A strategic evaluation of Indonesia’s policy on mineral value addition Mineral EconomicsISSN: 21912203Volume: 38Issue: 2Pages: 287 - 318 Article2025EID: 2-s2.0-85217215346 DOI: 10.1007/s13563-024-00484-5 Manahan Siallagan. + 3 authors
Scoping review: competitive and comparative advantages in the midstream mineral industry Mineral EconomicsISSN: 21912203 Article2025EID: 2-s2.0-105017453997 DOI: 10.1007/s13563-025-00543-5 Manahan Siallagan + 3 authors
Towards resilience in the value chain of coal mining upstream: an agent-based modeling and simulation to improve coal discrepancy Discover Applied SciencesISSN: 30049261Volume: 7Issue: 1 ArticleOpen Access2025EID: 2-s2.0-85212400001 DOI: 10.1007/s42452-024-06375-2 Manahan Siallagan + 3 authors
Determining resources and capabilities in complex context: A decision-making model for banks PLOS ONEISSN: 19326203Volume: 20Issue: 5 MAY ArticleOpen Access2025EID: 2-s2.0-105005630914 DOI: 10.1371/journal.pone.0323735 Manahan Siallagan + 2 authors
Examining the drivers of changes in stripping ratio in open pit coal mining: a system dynamics model to optimize the coal discrepancy Discover Applied SciencesISSN: 30049261Volume: 7Issue: 6 ArticleOpen Access2025EID: 2-s2.0-105007633958 DOI: 10.1007/s42452-025-07227-3 Manahan Siallagan + 2 authors
Decision making mechanism in resource based theory: A literature review, synthesis, and future research Cogent Business and ManagementISSN: 23311975Volume: 10Issue: 2 ReviewOpen Access2023EID: 2-s2.0-85169339006 DOI: 10.1080/23311975.2023.2247217 Manahan Siallagan + 2 authors

Industry & Policy Engagement

Pertamina: Data Science in Oil and Gas Company
Marugame: Innovation Management in Digital Era
Bank Indonesia: Strategic Leadership and Transformation
Humpus: Strategic foresight in Maritime and Shipping
CIMB: Complex Problem Solving
Erlangga: Strategic Thinking and Problem Solving
PELNI: Strategic and Operational Process in Digital Era
SESTABI The Future of Work, Bank Indonesia
SESMABI Inter-Team Building and Conflict Management, Bank Indonesia
BUMN Assessors: Professional Qualification
Business Essential Program: BUMN School of Excellence
Design Thinking Training: Indonesia Ministry of Health
Social Media and Text Analytics Seminar: Trans Jakarta
BUMN Assessors: Professional Qualification
Critical and Creative thinking Program: May Bank
Business Analytics Workshop: BNI
Data Storytelling Workshop: BPOM
Risk Analysis Workshop: PT PLN Nusantra Power
Design Thinking Workshop: PT PLN Nusantra Power
BUMN Assessors: Professional Qualification
Executive Education Program. PLN
CIMB Digital Leadership Development Program
BRI Digital Leadership Development Program: Technology Transfer and Business Sustainability
Jasa Raharja Development Program: Decision Making and Problem Solving
PMK (SCE-1203) Human Resource Management, Bank Indonesia
PMK (SLM-2301) Strategic Leadership and Change Management, Bank Indonesia
SESMABI Applying System Thinking in Practices, Bank Indonesia
BUMN Assessors: Professional Qualification
Executive Education Program. PLN
SESMUBI: Artificial Intelligence for Leaders, Bank Indonesia
BUMN Assessors: Professional Qualification
Implementation of the Strategic Leadership and General Management II Module. Telkom
Workshop on Predictive Analytics for Data-driven
Decision Making in Oil and Gas Industry: BPH Migas
Tara Climate Foundation: Indonesia Net-Zero Steel Pathways
Strategic Analysis: Prevent Drug and Food Crimes through a Multi Perspective Predictive Approach: BPOM
Pertamina: Partner Selection & Due Diligence
Study of Investment Business Process Development of Strategic Investment Program Policies and Indicators. Coordinating Ministry for Maritime Affairs and Investment
Development of a Big Data-Based Platform Model as a Resilience Strategy for West Java MSMEs During the Covid-19 Pandemic
Strengthening Digital Literacy for the Formation of Future Orientation (OMD) for High School and Vocational High School Students in Karo Regency
Online and Offline Development of MSME Analytical Business Platforms in West Java
Development of a Drama Theory 2-Based Negotiation Support System to Improve MSME Negotiation Capability
Anticipatory Food and Nutrition Alert System. Ministry of Agriculture: System Dynamics Modeling
Agent-Based Modeling to mitigate the spread of Covid-19 in the MRT. PT. MRT Jakarta
Study of the Impact of the Covid-19 Pandemic on Business Services. GOJEK
Problem Based Learning: Design Thinking Process and Process Engineering for startup at Shibaura Institute of Technology, Japan
Problem Based Learning: Design Thinking Process for startup at Shibaura Institute of Technology, Japan
Problem Based Learning: How the technology enhance the business process at Shibaura Institute of Technology, Japan
Workshop on Digital Economic: How the Internet promote the Digital
Economy, Guilin University of Electronic Technology, China: ONLINE
China-ASEAN International Science Technology and Innovation Workshop: ONLINE
Cybersecurity MSMEs Program: The Australia-Indonesia Center: ONLINE
Problem Based Learning: The Implementation of Cross Culture Management in doing business for SME Shibaura Institute of Technology, Japan
Technical Assistance to IIASA on the project: Tropical Futures Initiative Activities in Indonesia International Institute for Applied Systems Analysis (IIASA)
Expert Staff on Center of Social Systems Science at Shibaura Institute of Technology Japan