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

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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
  • Sensitivity Analysis
  • Reverse logistics
  • COVID-19
  • Multi-objective optimization
  • Vendor managed inventory
  • Blockchain
  • Logistics
  • Pricing
  • circular economy
  • Demand forecasting
  • Green supply chain
  • Fuzzy TOPSIS
  • Bullwhip effect
  • Maintenance
  • Resilience
  • Structural equation modeling
  • Multi-Criteria Decision Making
  • digital transformation
  • Vehicle routing
  • Scheduling
  • Simulated annealing algorithm
  • Inflation
  • Simulated Annealing
  • Supplier Selection
  • Fuzzy AHP
  • Efficiency
  • Closed-loop supply chain
  • Multi-objective Programming
  • Mathematical formulation
  • Machine Learning
  • Facility location
  • Stochastic demand
  • Inventory management
  • NSGA-II
  • Goal programming
  • Network design
  • Literature Review
  • Firm performance
  • Transportation
  • Case Study
  • Data envelopment analysis
  • AHP
  • Variable neighborhood search
  • Manufacturing
  • Fuzzy theory
  • NSGAII
  • Mixed integer linear programming
  • Order allocation
  • Factor analysis
  • Closed loop supply chain
  • Stochastic programming
  • Shortages
  • Price Dependent Demand
  • Keywords: Artificial Intelligence
  • Artificial intelligence
  • IoT
  • Stackelberg game
  • Corporate social responsibility
  • Data envelopment analysis (DEA)
  • Risk management
  • Revenue sharing contract
  • Blockchain Technology
  • Time windows
  • Performance measurement
  • Lot-sizing
  • Demand
  • Clustering
  • Planning
  • CO2 emission
  • Dual-channel supply chain
  • NRGA
  • Decision making
  • Deep Learning
  • Price discount
  • Challenges
  • Hybrid algorithm
  • sustainable development
  • Contingency theory
  • Intermodal transportation
  • Relief logistic
  • Meta-heuristic Algorithm
  • Reliability
  • Multi criteria decision making
  • Textile
  • Multiple criteria decision making
  • Systematic Literature Review
  • Bi-level programming
  • BSC
  • Smart factory
  • Human resource management
  • Suppliers selection
  • System dynamics
  • Robust Possibilistic Programming
  • Markov chain
  • Supply management
  • Expert system
  • Linearization
  • Integrated inventory model
  • Lead Time
  • Mathematical programming
  • Taguchi method
  • Meta-heuristic
  • Combinatorial optimization
  • Data mining
  • Operational performance
  • Grey numbers
  • Disruption
  • Management
  • Collaboration
  • Trade credits
  • Sustainable supply chain
  • TOPSIS
  • Network DEA
  • Two-warehouse
  • Finance
  • 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
  • Fuzzy logic
  • Smart City
  • Energy efficiency
  • Dynamic programming
  • Production
  • Fuzzy goal programming
  • Particle swarm optimization
  • 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