International Journal of Supply and Operations Management

International Journal of Supply and Operations Management

International Journal of Supply and Operations Management (IJSOM) is a peer-reviewed scholarly journal dedicated to publishing high-quality empirical and theoretical research with significant impact on the fields of engineering and management. The journal covers a broad spectrum of topics related to logistics, supply chain management, operations management, and industrial engineering.

IJSOM aims to advance both academic understanding and industrial practice by disseminating innovative research that supports effective decision-making and strengthens the theoretical foundations of the field. Submissions may include original research articles, methodological advancements, applied studies, comprehensive reviews, and state-of-the-art surveys.

To ensure the highest standards of academic integrity and relevance, all submissions undergo a rigorous peer-review process conducted by an international editorial board of experts.

 

IJSOM is now a Q2 Journal

We are proud to announce that IJSOM has been ranked in the Second Quartile (Q2) in the latest SCImago Journal Rank (SJR). This milestone is a testament to the high-quality research submitted by our authors and the rigorous and insightful evaluations provided by our dedicated reviewers.

 

About IJSOM:

 

 

Current Issue: Volume 13, Issue 1, Winter 2026, Pages 1-173 

Gamifying Human Behavior: How Gamification Drives Consumer Stickiness in E-Commerce

Pages 1-38

10.22034/ijsom.2026.110809.3403

Nhan-Thanh Thi Nguyen, Tri-Quan Dang, Son-Hoang Dang, Luan-Thanh Nguyen, Anh-Ly Quynh, Dang Thi Viet Duc

An End-to-End CRISP-DM Machine Learning Pipeline for Forecasting Demand in FMCG Chain Stores

Pages 133-156

10.22034/ijsom.2026.110857.3442

Amir Mohammad Khani, Arman Rezasoltani, Maghsoud Amiri, Ali Husseinzadeh Kashan

Publication Information

Publisher

Senior Editor
Director-in-Charge
Editor-in-Chief
Executive Manager

Frequency
Quarterly
Print ISSN
Online ISSN

Indexing and Abstracting

Keywords Cloud

  • Supply chain
  • Supply Chain Management
  • Genetic Algorithm
  • Sustainability
  • Inventory
  • Uncertainty
  • Deterioration
  • Optimization
  • Industry 4.0
  • Game theory
  • Vehicle routing problem
  • Robust optimization
  • Multi-objective optimization
  • Vendor managed inventory
  • Logistics
  • Pricing
  • Sensitivity Analysis
  • Reverse logistics
  • COVID-19
  • digital transformation
  • Scheduling
  • Green supply chain
  • Structural equation modeling
  • Multi-Criteria Decision Making
  • Bullwhip effect
  • Resilience
  • Maintenance
  • Fuzzy TOPSIS
  • Vehicle routing
  • Simulated annealing algorithm
  • Simulated Annealing
  • Inflation
  • Closed-loop supply chain
  • circular economy
  • Blockchain
  • Mathematical formulation
  • Efficiency
  • Fuzzy AHP
  • Machine Learning
  • Multi-objective Programming
  • Supplier Selection
  • Order allocation
  • Mixed integer linear programming
  • Variable neighborhood search
  • NSGA-II
  • Transportation
  • Goal programming
  • Manufacturing
  • AHP
  • Case Study
  • Firm performance
  • Literature Review
  • Demand forecasting
  • NSGAII
  • Network design
  • Stochastic demand
  • Fuzzy theory
  • Factor analysis
  • Data envelopment analysis
  • Stochastic programming
  • Price Dependent Demand
  • Facility location
  • Shortages
  • Data envelopment analysis (DEA)
  • Closed loop supply chain
  • Corporate social responsibility
  • Stackelberg game
  • IoT
  • Artificial intelligence
  • Keywords: Artificial Intelligence
  • Revenue sharing contract
  • Meta-heuristic
  • Combinatorial optimization
  • Risk management
  • Inventory management
  • Lot-sizing
  • System dynamics
  • sustainable development
  • Planning
  • Contingency theory
  • CO2 emission
  • NRGA
  • Robust Possibilistic Programming
  • Multiple criteria decision making
  • Price discount
  • BSC
  • Deep Learning
  • Relief logistic
  • Intermodal transportation
  • Demand
  • Expert system
  • Bi-level programming
  • Dual-channel supply chain
  • Meta-heuristic Algorithm
  • Reliability
  • Multi criteria decision making
  • Clustering
  • Challenges
  • Textile
  • Suppliers selection
  • Decision making
  • Human resource management
  • Supply management
  • Markov chain
  • Taguchi method
  • Systematic Literature Review
  • Mathematical programming
  • Hybrid algorithm
  • Lead Time
  • Integrated inventory model
  • Linearization
  • Smart factory
  • Data mining
  • Time windows
  • Management
  • Operational performance
  • TOPSIS
  • Grey numbers
  • Disruption
  • Performance measurement
  • Collaboration
  • Trade credits
  • Sustainable supply chain
  • Network DEA
  • Finance
  • Two-warehouse
  • Risk assessment
  • Common weights
  • Discount
  • Multi-product
  • Vietnam
  • Fuzzy
  • Risk Mitigation
  • LP-metric
  • Green supply chain management
  • Operations Research
  • Inventory Control
  • E-commerce
  • BWM
  • Higher Education
  • Distribution network
  • Cooperative grey games
  • Perishable Goods
  • Statistical methods
  • Trade credit
  • Multi-Depot
  • Information and Communication Technology
  • Cooperative games
  • Coordination
  • Keywords: Inventory Management
  • Integrated model
  • Smart City
  • Fuzzy logic
  • Energy efficiency
  • Particle swarm optimization
  • Dynamic programming
  • Production
  • Fuzzy goal programming
  • Linear programming
  • Power position attributes
  • Digital Marketing
  • Dynamic Cellular Manufacturing
  • Food security
  • Double-frontier
  • Net Present Value,Supply Chain Management
  • Order rejection
  • Task Scheduling
  • Exponentiated exponential
  • benefits
  • Fixed order size system
  • Increasing demand
  • Forecast combination
  • Multi-objective modeling
  • Component
  • Knowledge base
  • Bakery
  • ِِِDemand uncertainty
  • Innovation
  • Group AHP
  • Supply Chain Management (SCM)
  • Keywords: Diabetes Mellitus
  • Possibly optimal solution
  • Lead time crashing cost
  • Smart supply chain
  • Closed-loop supply chain network design (CLSC)
  • Reneging
  • Global Supply Chain Management
  • Agriculture
  • Supply Chain disruptions
  • LNG
  • Cost-sharing contract
  • Congested system
  • level set
  • 10 +police
  • Intelligent supply chain
  • Open shop
  • Binary Interaction Matrix
  • Location
  • Supply chain coordination
  • Inventory control of cold products