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