International Journal of Information Technology & Decision Making (IJITDM)

2002 - 2026

Current editor(s): Yong Shi

From World Scientific Publishing Co. Pte. Ltd.
Bibliographic data for series maintained by Tai Tone Lim ().

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Volume 25, issue 05, 2026

Editor’s Introduction pp. 1573-1578

Yong Shi

A Decision–Making System for Managing Renewable Energy Alternatives and Strategy Using Triangular Neutrosophic Bipolar Fuzzy TOPSIS pp. 1579-1607

Raja Muhammad Hashim, Muhammad Gulistan, Musaed Alhussein, Khursheed Aurangzeb and Adnan Khurshid

Transformation of Discrete Z-Numbers into Normal Cloud Models and its Applications pp. 1609-1636

Yanfei Li and Tao Wu

An Integrated Multi-Criteria Decision-Making Framework to Analyze the Higher Education Service Quality pp. 1637-1693

Mirac Murat, Gul Imamoglu, Aleyna Sahin and Ertugrul Ayyildiz

The Role of Homophily among Marginalized Groups in Pro-Social Crowdfunding: An Empirical Study of Kiva pp. 1695-1729

Yingli Gong, Wei Wang and Hongwei Wang

An Improved Metaheuristic Approach for Optimal Parameterized Control of On-Board Bidirectional PEV Charger in V2G Functionality pp. 1731-1761

Kunal Anil Onkar and Ankur Beohar

Prioritizing Factors for Effective UI/UX Design in Children’S Mobile Gaming Applications: A Spherical Fuzzy DEMATEL — ISM Approach pp. 1763-1793

Mangesh Joshi

Determining Strategic Attributes of Hotel Satisfaction from TripAdvisor Data with Mix Method Dynamics pp. 1795-1814

Arwa Elsadig, Jale Bektas and Kalender Özcan Atilgan

An Integrated Water Quality and Water Theft Assessment System Using Machine Learning and Embedded IoT pp. 1815-1841

V. Karthikeyan, Y. Palin Visu and E. Raja

Assessing Challenges and Opportunities of Marketing Automation in B2B Firms: An Integrated Approach pp. 1843-1886

Akshay Mathur and Saumya Singh

Performance Comparison of TODIM and CPT-TODIM in Social Sustainability Assessment for G7 Countries pp. 1887-1911

Vaishnudebi Dutta and Subhomoy Haldar

Volume 25, issue 04, 2026

Editor’s Introduction pp. 1205-1210

Yong Shi

Improved Sine Cosine Algorithm for Global Optimization and Medical Data Classification pp. 1211-1263

Chengfei Lu, Yonghong Wei and Morteza Karimzadeh Parizi

A Comprehensive Framework for Occupational Health and Safety Performance Measurement: Integrating Balanced Scorecards and Fuzzy Best–Worst Method pp. 1265-1306

Esra Duygu Durmaz, Aylin Adem and İlker Gölcük

Synergy of Machine Learning and IoT for Healthcare: Enhancing Sustainable Societies in Uncertain Environments pp. 1307-1339

Muhammad Riaz, Sehrish Tariq, Zareen A. Khan, Sarfaraz Hashemkhani Zolfani and Dragan Pamucar

A Fuzzy Classification System to Analyze the Yield of Cotton Production pp. 1341-1364

Raul Toscano-Miranda, Jose Aguilar, Manuel Caro, Anibal Trebilcok and Mauricio Toro

An Integrated Interval-Valued Probabilistic Linguistic Method for Multi-Attribute Group Decision-Making with CBR and DEA pp. 1365-1405

Feifei Jin, Amin Chen, Shuyan Guo and Jinpei Liu

LSGDM-TDVP2: A Novel Linguistic Multi-Criteria Sustainable Group Decision-Making Approach pp. 1407-1442

Jin Dai, Ruoshi Dai and Feng Hu

Life Insurance Selection Using Proportional Spherical Fuzzy MEREC & MARCOS Methodology pp. 1443-1484

NurÅŸah Alkan and Cengiz Kahraman

Parametric Center-Based Sustainable Modeling of Chennai Water Resource Management Under Bipolar-Fuzzy MCDM Techniques pp. 1485-1526

Totan Garai

A Policy-Focused Group Decision Support Tool: A Case Study for Sustainable Infrastructure Development in the City of Barcelona pp. 1527-1550

David Boix-Cots, Francesc Pardo-Bosch and Pablo Pujadas

Sparse Multi-kernel Multi-criteria Stochastic Optimization Classifier Approach for Simultaneous Feature Reduction and Prediction pp. 1551-1572

Kai Liu, Zhiwang Zhang, Shuqing Li and Jian Huang

Volume 25, issue 03, 2026

Editor’s Introduction pp. 867-872

Yong Shi

Merging Decision-Making Units Using a Non-Oriented DEA-Based Approach pp. 873-902

Mohammad Khoveyni and Robabeh Eslami

Drowsiness Detection in Drivers with Explainable Artificial Intelligence pp. 903-929

José Antonio Iglesias, Javier del Pino, María Paz Sesmero, Agapito Ledezma and Araceli Sanchis

Estimating Relevant Exchange Rate Fluctuations Using a Novel Multivariate Gray Model with GOWA Operator pp. 931-964

Yue Yu and Xinping Xiao

Stock Trading Strategy Based on Multi-Scale Deep Reinforcement Learning and Price Movement Prediction pp. 965-996

Yuling Huang, Kai Cui and Xiaoping Lu

Random Projection-based Anomaly Detection (RPAD) Algorithm pp. 997-1022

Ossama Cherkaoui, Houda Anoun and Abderrahim Maizate

Optimizing Productivity Through Merger of Decision-Making Units Using DEA pp. 1023-1050

Mohammad Khoveyni and Robabeh Eslami

Multistage Dynamic Online Codiagnosis Three-Sided Matching Decision-Making Approach Based on Regret Theory and Evidential Reasoning pp. 1051-1089

Juanjuan Peng, Chuyang Ling and Qingqi Long

Consensus Reaching Mechanism for Classification-Oriented Group Decision Making Under Unpredictable Uncertainty Based on Weighted Average Evidential Fusion Rule pp. 1091-1144

Ya-Jing Zhou, Mi Zhou, Ting Wu, Xin-Bao Liu and Jian Wu

Impact of Supply Chain Risks on Company Metrics: An Integrated Multi-Criteria Decision-Making Approach pp. 1145-1182

Shih-Hsien Tseng, Alyssa Marinelle S. Espiritu and Thi Ha Trang Duong

A Deep Convolutional Neural Network Model to Predict Consumer Recommendations using Online Reviews pp. 1183-1203

Praphula Kumar Jain, Rajendra Pamula and Gautam Srivastava

Volume 25, issue 02, 2026

Editor’s Introduction pp. 539-544

Yong Shi

Blockchain Technology Adoption in Malaysian Manufacturing Companies: An Empirical Study Using SEM and FSQCA pp. 545-585

Ali Vafaei-Zadeh, Nazreenisha Buhari, Haniruzila Hanifah, Ramayah Thurasamy and Razib Chandra Chanda

Optimized Auxiliary Classifier Wasserstein Generative Adversarial Network espoused Hypergraph Partitioning for VLSI Circuit Design pp. 587-608

R. Pavithra Guru

Uncovering the Inhibitors of Digital Payment Adoption: A BWM-TOPSIS Study with Sensitivity Analysis pp. 609-637

Lata Kumari Pandey and Ranjit Singh

A Multi-Criteria Evaluation Framework for Fighter Cockpit Ergonomics Based on Integrated Fuzzy Combination Weighting and Fuzzy Cocoso with Bonferroni Functions pp. 639-670

Huining Pei, Yunfeng Chen, Zhonghang Bai, Jiali Sun, Ziyu Wang and Jingru Cao

Virtual Gap Analysis Procedures for Multi-Criteria Decision-Making and Efficiency Analysis Problems pp. 671-710

Fuh-Hwa Franklin Liu and Su-Chuan Shih

A Model-Based DSS for Portfolio Optimization of Electricity Generation Company in Turkey pp. 711-734

A. Ozge Dengiz, Mehmet Gulsen, Orhan Dengiz and Kumru Didem Atalay

Research on the Interval–Valued Intuitionistic Fuzzy Multi–Attribute Decision–Making Model Based on TOPSIS Extended by Projection Measure pp. 735-763

Xiaojun Xie and Saratha Sathasivam

Trust Evolutionary Game Modeling and Strategy Simulation on Regional Cooperative Governance of Air Pollution: A Heterogeneous Perspective pp. 765-796

Ziyan Song, Xia Liu, Yunyue Zhang and Xiulai Wang

Edge Detection Method for Medical Imaging Using Discrimination Measure and Entropy on Pythagorean Fuzzy Environment pp. 797-824

Kiran Pandey, Pratibha Rani, Arunodaya Raj Mishra, Dragan Pamucar and Adel Fahad Alrasheedi

Unsupervised Machine Learning in the Evaluation of Brazilian Postgraduate Programs: Decision Support Via the Crowm Method pp. 825-865

Arthur Pinheiro de Araújo Costa, Julio Cesar Duarte, Ronaldo Ribeiro Goldschmidt and Marcos dos Santos

Volume 25, issue 01, 2026

Editor’s Introduction pp. 1-8

Yong Shi

More is Not Always Better: The Impact of Information Diversity on Firms’ Fulfillment Performance pp. 9-36

Tianlong Pu, Xin Li, Hongrui Liang and Mincong Tang

Navigating the Landscape of Nuclear Fusion Investments by Combining Spherical Fuzzy TOP-DEMATEL and RATGOS Techniques pp. 37-69

Serhat Yüksel, Hasan Dinçer, Serkan Eti, Edanur Ergü, Ahmet Enes Yilmaz and Sümeyye Özdemir

A Minimum Cost Consensus Model Based on Two-Dimensional Linguistic Information in Social Network Environment pp. 71-122

Peide Liu, Yurong Qian, Ran Dang, Jing Feng and Peng Wang

Integrating Citation Heterogeneity to Measure the Quality of Academic Journals pp. 123-143

Ke Li, Zhaoxia Guo, Francisco Chiclana and Yucheng Dong

LR-Type Intuitionistic Dense Fuzzy Defuzzification Based Decision Support for Earthquake Rescue Robot Selection pp. 145-190

Swetha Sampathkumar, Felix Augustin, Chakkarapani Sumathi Thilagasree, Palanivel Rubavathi Marimuthu, Hasan Dincer, Serhat Yuksel, Thangaraj Manirathinam and Samayan Narayanamoorthy

An Improved Adaptive Multi-Scale Attention Dung Beetle Convolution Neural Network-Based Apple Leaves Disease Detection pp. 191-220

Nitalaksheswara Rao Kolukula, Baburao Kopuri, Veera Venkateswara Rao Peddireddy, Nagul Shaik, Venkata Murali Krishna Chinta and James Stephen Meka

Determining Experts’ Neutral Weights Based on Cross Entropy-Like and Application in Evaluation with Incomplete Judgment Information pp. 221-247

Dongwei Guo, Yingming Zhu, Xuan Zhang and Yulei Chen

Optimizing Transportation and Group Decision-Making Problems Using Improved Aggregation Operator and Information Measures in Pythagorean Fuzzy Framework pp. 249-295

Sarita Gahlawat, Rajkumar Verma, Geeta Sachdev and Shalini Arora

A Novel Class-Imbalance-Oriented Feature Selection Method Based on BPNNs and AdaBoost for Enterprise Credit Risk Prediction in the Supply Chain Context pp. 297-338

Gang Yao, Xiaojian Hu, Pingfan Song and Yue Zhang

Machine-Learning-Based Assessment and Prediction of Digital Transformation Performance for MSMEs in Indonesia pp. 339-367

Yeni Herdiyeni, Bambang Juanda, Naura Zhafira, Lukytawati Anggraeni and Mutiara Probokawuryan

A Feature Selection Approach Based on Information Theory with Application to the International Monetary Fund and World Bank Economic Datasets pp. 369-392

Ahmad Heydari, Nima Mirzaei, Dragan Pamucar, Sadegh Niroomand and Raheleh Nowzari

Selection of Variables in Data Envelopment Analysis Using the Li Test pp. 393-425

Raul Moragues, Juan Aparicio, Maria D. Guillen and Miriam Esteve

Enhanced Best–Worst Method for Prioritizing Interdependent Risks pp. 427-473

Bakhtiar Ostadi and Rojin Moradi

Modified Binary Particle Swarm Optimization Based Deep Hybrid Framework for Sentiment Analysis pp. 475-502

Ranit Kumar Dey and Asit Kumar Das

An Online Review Analytics for Quality Evaluation and Diagnosis in Hotel Services: A Perspective of Benchmarking through MTGS pp. 503-537

Yu-Hsiang Hsiao and Ching-Wei Chen