International Journal of Information Technology & Decision Making (IJITDM)

2002 - 2025

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 24, issue 02, 2025

Editor’s Introduction pp. 355-360

Yong Shi

How to Select Algorithms for Predictive Maintenance: An Economic Decision Model and Real-World Instantiation pp. 361-394

Lukas Fabri, Björn Häckel, Robert Keller and Anna Maria Oberländer

An Ontology-Aware Model-Driven Approach for Service-Oriented Application Development: A Stepwise Refinement Manner pp. 395-418

Abdolghader Pourali and Maryam Nooraei Abadeh

Exploring Corporate Reputation Factors Through Cluster and Sentiment Analysis of CEO Letters pp. 419-442

Jue Wang and Hak-Seon Kim

Performance Dependence Multi-Criteria Decision-Making: A Preference Model Based on an Improved Choquet Integral pp. 443-472

Yu Gao, Mei Cai, Jingmei Xiao and Guang Yang

Complex Pythagorean Fuzzy Decision-Based Approach for Developing English Translation of the Scripture-Based Multiclustering Algorithms pp. 473-533

Mohammed A. Ahmed, A. A. Zaidan, Sarah Qahtan, Hassan A. Alsattar, B. B. Zaidan, Nahia Mourad, Hanif Baharin, Gang Kou and Khaironi Yatim

Sustainable Supplier Evaluation in an Automotive Company Using Fuzzy Multi-Criteria Decision-Making Methods pp. 535-581

Tuğçe Şişman, Sinem Büyüksaatçi Kiriş and Dilek Yilmaz

SPEEDSER: A Possibilistic System for Query Disambiguation, Expansion and Translation pp. 583-625

Bilel Elayeb and Oussama Ben Khiroun

MAMOM: Multicriteria Attribution Model for Online Marketing pp. 627-649

Miguel A. Patricio, Antonio Berlanga, David Palomero and José M. Molina

Assessment of Financial Systemic Crisis on a Causal and Reliable Perspective pp. 651-677

Yafei Wang, Zhengming Zhou and Xiao Cao

A Health Evaluation Method of Complex Systems Based on Evidential Reasoning Rule Considering Perturbations pp. 679-706

Shuaiwen Tang, Zhijie Zhou, You Cao, Pengyun Ning, Peng Zhang, Dao Zhao and Leiyu Chen

Volume 24, issue 01, 2025

Editor’s Introduction pp. 1-5

Yong Shi

Linear Step-adjusting Programming in Factor Space pp. 7-28

Jing He, Hui Zheng, Rozbeh Zarei, Ho-Chung Lui, Qi-Wei Kong, Yi-Mu Ji, Xingsen Li, Hailong Yang, Baorui Du, Yong Shi, Pingjiang Wang and Andre van Zundert

Two-Stage Integrated Dynamic Assessment Method for Urban Resilience Based on Multisource Data pp. 29-59

Lulu Shen, Jianping Li, Xiaolei Sun and Weilan Suo

Multidimensional Analysis of Investment Priorities for Circular Economy with Quantum Spherical Fuzzy Hybrid Modeling pp. 61-87

Hasan Dinçer, Serhat Yüksel, Umit Hacıoglu and Babek Erdebilli

A Decision Modeling Approach for Data Acquisition Systems of the Vehicle Industry Based on Interval-Valued Linear Diophantine Fuzzy Set pp. 89-168

M. J. Baqer, H. A. AlSattar, Sarah Qahtan, A. A. Zaidan, Mohd Azri Mohd Izhar and Iraq T. Abbas

The Best Evaluation Sequence Method and Application Based On Quantum Cognitive Theory pp. 169-196

Wangwang Yu, Xinwang Liu and Yingping Zi

Dwarf Mongoose Chimp Optimization Enabled RMDL for Sentiment Categorization Using Cell Phone Data pp. 197-222

Minu P. Abraham and K. R. Udaya Kumar Reddy

The Impact of Trade Credit on Financing Strategy in a Dual Capital-Constrained Supply Chain pp. 223-257

Xiaofeng Xie, Yang Yang, Xingyang Lyu, Fengying Zhang, Xiuying Hu and Zongfang Zhou

Megale: A Metadata-Driven Graph-Based System for Data Lake Exploration pp. 259-295

Doulkifli Boukraa, Meriem Bouraoui, Chaima Grine and Racha Ouahab

Multiple Risks and Uncertain Portfolio Management pp. 297-325

Guowei Jiang, Xiaoxia Huang and Tingting Yang

Reject Inference Using Discriminative Dual Stack Sparse Auto-Encoders for Consumer Credit Risk Evaluation pp. 327-353

Gang Kou, Siqi Weng, Feng Shen and Fahd Saleh S. Alotaibi

Volume 23, issue 06, 2024

Editor’s Introduction pp. 2115-2117

Yong Shi

Variable Weight Analysis Under Fuzzy Environment and its Application pp. 2119-2139

Rong Ma, Wenyi Zeng, Junqi Guo, Deqing Li, Xianchuan Yu and Peizhuang Wang

KAC SegNet: A Novel Kernel-Based Active Contour Method for Lung Nodule Segmentation and Classification Using Dense AlexNet Framework pp. 2141-2165

Shubham Dodia, B. Annappa and Padukudru A. Mahesh

Analyzing the Role of Class Rebalancing Techniques in Software Defect Prediction pp. 2167-2207

Yousef Alqasrawi, Mohammad Azzeh and Yousef Elsheikh

Company2Vec — German Company Embeddings Based on Corporate Websites pp. 2209-2243

Christopher Gerling

An Effective Multi-Criteria Decision-Making Approach for Allocation of Resources in the Fog Computing Environment pp. 2245-2268

Shefali Varshney, Rajinder Sandhu and Pradeep Kumar Gupta

SSTSA: A Self-Supervised Topic Sentiment Analysis Using Semantic Similarity Measures and Transformers pp. 2269-2307

Azam Seilsepour, Reza Ravanmehr and Ramin Nassiri

An Ex-ante Evaluation Model of Urban Renewal Projects for the Sustainability Potential towards TOD and AUD based on a FDEMATEL-GIS-FI Approach pp. 2309-2333

Lai-Chun Zhao, Yu-Yi Zheng, Jing-Yang Lin, Kang Shen, Run-Ting Li, Lei Xiong, Bo-Wei Zhu and Gwo-Hshiung Tzeng

Multi-Objective Last-Mile Vehicle Routing Problem for Fresh Food E-Commerce: A Sustainable Perspective pp. 2335-2363

Xing Liu, Xunjie Gou and Zeshui Xu

A Flexible Cross-Efficiency Model with Partial Preference for Efficiency Evaluation of Clean Transportation Energy pp. 2365-2398

Meiling Li, Ying-Ming Wang and Jian Lin

Effect Analysis of Covid-19 on China’s Capital Market for Property-Rights Exchange Based on Functional Clustering pp. 2399-2427

Yu Zhou, Zitong Guo, Gang Kou and Sumuya Borjigin

Volume 23, issue 05, 2024

Editor’s Introduction pp. 1741-1743

Yong Shi

Deep Learning and Machine Learning for Malaria Detection: Overview, Challenges and Future Directions pp. 1745-1776

Imen Jdey, Ghazala Hcini and Hela Ltifi

Adopting Social Banking: A Socio-Technical Innovation of Service-Oriented Social Commerce pp. 1777-1833

Nasibeh Pouti, Mohammad Taghi Taghavifard, Mohammad Reza Taghva and Mohammad Fathian

Multi-Attribute Decision-Making with Independent Trapezoidal Intuitionistic Fuzzy Information Based on Risk Orientation and Similarity Measure pp. 1835-1875

Zhangxu Lin, Jian Lin, Zeshui Xu and Yihong Zhou

Projection-Based Approach for Deriving Decision Makers’ Weights in DEMATEL pp. 1877-1909

Petra Grošelj

Effective Video Event Detection Using Optimized Bidirectional Long Short-Term Memory Network pp. 1911-1933

Susmitha Alamuru and Sanjay Jain

ERP System Evaluation in the Defense Industry: A Hybridized Spherical Fuzzy AHP-Codas Approach pp. 1935-1976

Emine Elif Nebati, Berk Ayvaz and Ali Osman Kusakci

Intuitionistic SIR Technique with Double Parameters to Detect the Operative Vaccine of COVID-19 pp. 1977-2016

S. Aicevarya Devi and Felix Augustin

An Integrated Approach Based on MADM and MODM for Order Picking System Considering Human Factors pp. 2017-2064

Fatemeh Nikkhoo, Ali Husseinzadeh Kashan, Bakhtiar Ostadi and Ehsan Nikbakhsh

Big Data Analytics Implications on Central Banking Green Technological Progress pp. 2065-2087

Elsadig Ahmed

Estimation of Missing Entries in Preference Pairwise Matrices Through Nuclear Norm Minimization pp. 2089-2114

Manuela Scioni and Luigi Fabbris

Volume 23, issue 04, 2024

Editor’s Introduction pp. 1423-1425

Yong Shi

A Text Mining Approach to Covid-19 Literature pp. 1427-1448

Fangyao Liu, Daji Ergu, Biao Li, Wei Deng, Zhengxin Chen, Guoqing Lu and Yong Shi

Mental Health Monitoring and Detection Based on Machine Learning and IoT Data pp. 1449-1483

Belal Mohsen, Osama Al-Khaleel and Abdullah Alfadhly

A Hybrid Algorithm of Ant Colony and Benders Decomposition for Large-Scale Mixed-Integer Linear Programming pp. 1485-1507

He Han, Jie Cao and Ya-Jing Wang

Improving Jobs-Resumes Classification: A Labor Market Intelligence Approach pp. 1509-1525

Saúl Iván Beristain, Rutilio Rodolfo López Barbosa and Elena García Barriocanal

A Comprehensive Approach for Failure Mode and Effect Analysis Under Probabilistic Interval-Value Fuzzy Environment pp. 1527-1557

Jing Guo, Wenfeng Li, Xianjun Zhu and Hui Li

Integration of FDOSM and FWZIC Under Homogeneous Fermatean Fuzzy Environment: A Prioritization of COVID-19 Patients for Mesenchymal Stem Cell Transfusion pp. 1559-1599

H. A. Alsattar, Sara Qahtan, R. T. Mohammed, A. A. Zaidan, O. S. Albahri, Gang Kou, A. H. Alamoodi, A. S. Albahri, B. B. Zaidan, Mohammed S. Al-Samarraay, R. Q. Malik and Ali Najm Jasim

Design & Development of Hybrid Electric Fish-Harris Hawks Optimization-Based Privacy Preservation of Data in Supply Chain Network with Block Chain Technology pp. 1601-1632

Yedida Venkata Rama Subramanya Viswanadham and Kayalvizhi Jayavel

A Novel Integrated Neutrosophic Cosine Operator Based Linear Programming ANP-EDAS MCGDM Strategy to Select Anti-Pegasus Software pp. 1633-1669

Baisakhi Banik, Shariful Alam and Avishek Chakraborty

Identifying and Evaluating Factors Affecting User Privacy in the Smart City Using the Meta-Synthesis Method and the Fuzzy Dematel Technique pp. 1671-1702

Ruhollah Bagheri, Mahmoud Zahedian Nezhad, Mohammad Hosein Panahi Rizi and Mosayeb Sadri

A Modified Manta Ray Foraging Algorithm for Edge Server Placement in Mobile Edge Computing pp. 1703-1739

Walaa H. El-Ashmawi, Ahmed F. Ali and Ahmed Ali

Volume 23, issue 03, 2024

Editor’s Introduction pp. 1059-1062

Yong Shi

Fake News Detection Using Feature Extraction, Natural Language Processing, Curriculum Learning, and Deep Learning pp. 1063-1098

Mirmorsal Madani, Homayun Motameni and Reza Roshani

A Hybrid DEMATEL-TOPSIS Approach Using 2-Tuple Linguistic q-Rung Orthopair Fuzzy Information and Its Application in Renewable Energy Resource Selection pp. 1099-1142

Sumera Naz, Muhammad Akram, Muhammad Muneeb ul Hassan and Areej Fatima

IoT Enabled Soil Moisture and Heat Level Prediction Using Chimp Shuffled Shepherd Optimization-Based Deep LSTM for Plant Health Monitoring pp. 1143-1169

Kishore Bhamidipati, G. V. Sriramakrishnan, T. Daniya and J. Ragaventhiran

A Hybrid Evaluation Model for e-Learning Platforms Based on Extended TOE Framework pp. 1171-1202

Qi Ma, Chin-Tsai Lin and Zhixuan Chen

An Entity Extraction and Categorization Technique on Twitter Streams pp. 1203-1228

Senthil Kumar Narayanasamy and Maiga Chang

Comprehensive Evaluation of Hazardous Solid Waste Treatment and Disposal Technologies by a New Integrated AHP&MARCOS Approach pp. 1229-1259

Elanur Adar Yazar, Tuba Adar and Elif Kilic-Delice

Identifying Causal Relationships in a Strategy Map Using ANP and Multi-Objective Integer Optimization Model pp. 1261-1299

Luis E. Quezada, Héctor López-Ospina, Miguel à ngel González, Astrid Oddershede and Pedro Palominos

Recommendation Algorithm of Industry Stock Trading Model with TODIM pp. 1301-1334

Dongdong Lv, Yingli Gong, Jianting Chen and Yang Xiang

An Accelerated Variable Stage Size Carry Skip Adder Realization Using 1S1R Resistive Memory pp. 1335-1365

U. Dilna and S. N. Prasad

Sustainable Development Evaluation of Cultural and Creative Industries Using a Neutrosophic-Based Dematel–Topsis Approach pp. 1367-1400

Chia-Chi Chang, Chun-Jui Pai and Huai-Wei Lo

Potential Nondominance in Multi-Criteria Decision Analysis pp. 1401-1422

Vladislav Podinovski and Andrey Nelyubin

Volume 23, issue 02, 2024

Editor’s Introduction pp. 531-537

Yong Shi

Intellectual Core in Supply Chain Analytics: Bibliometric Analysis and Research Agenda pp. 539-567

Nitin Singh, Kee-Hung Lai and Justin Zuopeng Zhang

A Neutrosophic Decision-Making Model for Determining Young People’s Active Engagement pp. 569-598

Mihaela Colhon, Monica Tilea, Ana González-Marcos, Alina Reşceanu, Florentin Smarandache and Fermín Navaridas-Nalda

Online Information-Based Product Evolution Course Mining and Prediction pp. 599-627

Yuh-Jen Chen and Yuh-Min Chen

Evaluating the Mobile Learning Quality for Promoting the User Needs in Taiwanese Higher Education During COVID-19 pp. 629-649

Ming-Tsang Lu, Jui-Chieh Huang and Ming-Hui Wang

The Impact of Digitalization on the Financial Performance of Small- and Medium-Sized Enterprises: Empirical Evidence from an Emerging Economy pp. 651-686

Hiep Ngoc Luu, Dam Duc Le, Vu Nam and Phung Bao Ngoc Van

Applications of Mobile Payment Services in Financial Strategies: State-of-the-Art, Taxonomy and Upcoming Directions with a Focus on Pandemic Crisis pp. 687-713

Yijie Liu, Jialing Li, Ahmad Latifian and Faradillah Amalia Rivai

Site Selection of Car Parking with the GIS-Based Fuzzy Multi-Criteria Decision Making pp. 715-740

Alireza Dehghani and Ali Soltani

Scalable and Data-Independent Multi-Agent Recommender System Using Social Networks Analysis pp. 741-762

Amin Nazari, Mojtaba Kordabadi and Muharram Mansoorizadeh

Multi-Objective Cluster Head-Based Energy-Aware Routing Protocol using Hybrid Woodpecker and Flamingo Search Optimization Algorithm for Internet of Things Environment pp. 763-782

P. Arivubrakan and G. R. Kanagachidambaresan

An Uncertain Mean-AVaR Portfolio Selection via an Artificial Neural Network Scheme pp. 783-823

Fatemeh Talebi, Alireza Nazemi and Abdolmajid Abdolbaghi Ataabadi

Fuzzy DEMATEL-ANP-Based Approach for Determining the CRM Readiness Factors pp. 825-883

Dorna Jazebi Moghaddam, Zeinab Sazvar and Abbas Keramati

Strategies to Selecting Most Profitable Products by Price Settings pp. 885-915

Liang Kuang Tai and Arbee L. P. Chen

Evidential Supervised Classifier System: A New Learning Classifier System Dealing with Imperfect Information pp. 917-938

Rahma Ferjani, Lilia Rejeb, Chedi Abdelkarim and Lamjed Ben Said

An Evidential Reasoning Rule-Based Ensemble Learning Approach for Evaluating Credit Risks with Customer Heterogeneity pp. 939-966

Ying Yang, Ting Gao, Gencheng Xu and Gang Wang

Efficient and Privacy Preserving Clustering Algorithm for Spatiotemporal Data pp. 967-992

Abid Mehmood, Iynkaran Natgunanathan and Yong Xiang

A Descriptive Framework for Information Retrieval Using Crawler Based Clustering and Effective Search Algorithm pp. 993-1016

S. Gowri, R. Subhashini, G. Mathivanan, J. Jabez, S. Vigneshwari and J. S. Vimali

A New Approach Based on Multi-Dimensional Evaluation and Benchmarking for Data Hiding Techniques pp. 1017-1058

B. Zaidan B.â, A. A. Zaidan, H. Abdul Karim and N. N. Ahmad

Volume 23, issue 01, 2024

Guest Editors’ Introduction for the Special Issue on The Role of Decision Making to Overcome COVID-19 pp. 1-4

James M. Tien, Yong Shi and Jianping Li

Decisions Related to COVID-19 Epidemic, Pandemic, and Endemic Phases pp. 5-15

James M. Tien

How China Deals with COVID-19 Pandemic pp. 17-35

Yong Shi, Yi Qu and Linzi Zhang

Anti-Fraud Analysis during the COVID-19 Pandemic: A Global Perspective pp. 37-55

Xiaoqian Zhu, Yinghui Wang, Yanpeng Chang, Rongda Chen and Jianping Li

Time Series Analysis of Sentiment: A Comparison of the US and UK Coronavirus Subreddits pp. 57-88

Martyn Harris, Mark Levene and Andrius Mudinas

Systematic Thinking Approach for Analyzing Individuals and Government Impact on COVID-19 Outbreak in Iran pp. 89-106

Peyman Tirandazi, Seyed Mojtaba Hosseini Bamakan and Mohammad Jafar Haddadpoor Jahromi

The Automation of Management Decisions: A Systematic Review and Research Agenda of the Factors Influencing the Decision to Increase the Level of Automation pp. 107-140

Lorenz Rossmann and Andreas Wald

Imputed Expert Decision Recommendation System for QFD-based Omnichannel Strategy Selection for Financial Services pp. 141-170

Gang Kou, Hasan Dinçer, Serhat Yüksel and Fahd S. Alotaibi

A Bibliometric Overview and Visualization of the International Journal of Information Technology and Decision Making Between 2012 and 2022 pp. 171-195

Huchang Liao, Xiaowan Jin, Yong Shi and Gang Kou

Novel Federated Decision Making for Distribution of Anti-SARS-CoV-2 Monoclonal Antibody to Eligible High-Risk Patients pp. 197-268

Abeer AlSereidi, Sarah Qahtan M. Salih, R. T. Mohammed, A. Zaidan A.â, Hassan Albayati, Dragan Pamucar, S. Albahri A.â, B. Zaidan B.â, Khaled Shaalan, Jameel Al-Obaidi, S. Albahri O.â, Abdulah Alamoodi, Nazia Abdul Majid, Salem Garfan, S. Al-Samarraay M.â, N. Jasim A.â and J. Baqer M.â

PL-MACONT-I: A Probabilistic Linguistic MACONT-I Method for Multi-Criterion Sorting pp. 269-288

Zhi Wen and Huchang Liao

Elimination of the Domains’ Displacement of the Normalized Values in MCDM Tasks: The IZ-Method pp. 289-326

Irik Z. Mukhametzyanov

Detecting Overlapping Communities in Complex Networks: An Evolutionary Label Propagation Approach pp. 327-360

Mojtaba Saif, Mohammad Ebrahim Samie and Ali Hamzeh

Water Eutrophication Evaluation Based on the Improved Projection Pursuit Regression Model Under the Hesitant Fuzzy Environment pp. 361-380

Chenyang Song, Zeshui Xu and Bo Li

SSLnDO-Based Deep Residual Network and RV-Coefficient Integrated Deep Fuzzy Clustering for Cotton Crop Classification pp. 381-412

Sheela J, Karthika N and Janet B

A Novel Crowdsourcing Task Recommendation Method Considering Workers’ Fuzzy Expectations: A Case of ZBJ.COM pp. 413-446

Biyu Yang, Longxiao Li, Xu Wang and Guangzhu Tan

Multi-criteria Decision-Making Techniques for the Selection of Pareto-optimal Machine Learning Models in a Drinking-Water Quality Monitoring Problem pp. 447-474

V. Henrique Alves Ribeiro and G. Reynoso-Meza

Wrapper-Based Feature Selection and Optimization-Enabled Hybrid Deep Learning Framework for Stock Market Prediction pp. 475-500

Pankaj Rambhau Patil, Deepa Parasar and Shrikant Charhate

Addressing Societal Challenges Through Analytics: A Framework for Building a Foreclosure Prediction Model Using Publicly-Available Demographic Data, GIS, and Machine Learning pp. 501-530

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