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 22, issue 06, 2023

Editor’s Introduction pp. 1793-1795

Yong Shi

Consistency of Information About Type-2 Fuzzy Preference Relation pp. 1797-1811

O. V. Baskov

A Hybrid Ontology Matching Mechanism for Adaptive Educational eLearning Environments pp. 1813-1841

Vasiliki Demertzi and Konstantinos Demertzis

A Preliminary Study on Generating Criteria Priorities Series via AHP for Decision Process of Commercial Credit Applications in Turkey pp. 1843-1866

Mehmet Pekkaya and Volkan Zilifli

Application of Multi-Criteria Decision Analysis to Identify Global and Local Importance Weights of Decision Criteria pp. 1867-1892

Jakub Więckowski, Bartłomiej Kizielewicz, Bartosz Paradowski, Andrii Shekhovtsov and Wojciech Sałabun

Can Investors Profit from Utilizing Technical Trading Rules During the COVID-19 Pandemic? pp. 1893-1921

Min-Yuh Day, Paoyu Huang, Yirung Cheng and Yensen Ni

A Novel Hybrid Approach for Intent Creation and Detection Using K-Means-Based Topic Clustering and Heuristic-Based Capsule Network pp. 1923-1960

Chandni Magoo and Manjeet Singh

Landslide Identification Using Optimized Deep Learning Framework Through Data Routing in IoT Application pp. 1961-1989

Lijesh L. and G. Arockia Selva Saroja

Development of a Decision Support System for Selection of Reviewers to Evaluate Research and Development Projects pp. 1991-2020

Serdar Koçak, Yusuf Tansel Ä°ã§, Mustafa Sert, Kumru Didem Atalay and Berna Dengiz

Volume 22, issue 05, 2023

Editor’s Introduction pp. 1529-1531

Yong Shi

COVIDDCGAN: Oversampling Model Using DCGAN Network to Balance a COVID-19 Dataset pp. 1533-1549

Seyyed-Mohammad Javadi-Moghaddam, Hossain Gholamalinejad and Hamid Mohammadi Fard

Conjoint Analysis Models of Digital Packaging Information Features in Customer Decision-Making pp. 1551-1590

Marta Płonka, Jerzy Grobelny and Rafał Michalski

The Behavioral TOPSIS Based on Prospect Theory and Regret Theory pp. 1591-1615

Xinwang Liu, Yuyao Yang and Jing Jiang

Instigating the Sailfish Optimization Algorithm Based on Opposition-Based Learning to Determine the Salient Features From a High-Dimensional Dataset pp. 1617-1649

Utkarsh Mahadeo Khaire, R. Dhanalakshmi, K. Balakrishnan and M. Akila

Ease of Doing Business: Performance Comparison of G20 Countries Using Gray MCDM pp. 1651-1691

Kalyana C. Chejarla and Omkarprasad S. Vaidya

Provenance Framework for Multi-Depth Querying Using Zero-Information Loss Database pp. 1693-1742

Asma Rani, Navneet Goyal and Shashi K. Gadia

Optimized Deep Learning-Enabled Hybrid Logistic Piece-Wise Chaotic Map for Secured Medical Data Storage System pp. 1743-1775

Anusha Ampavathi, G. Pradeepini and T. Vijaya Saradhi

Measuring the Value of Different Types of Product Information in the Electronic Retail of Books pp. 1777-1792

Merja Halme, Sanna Tiilikainen and Eija Weck

Volume 22, issue 04, 2023

Editor’s Introduction pp. 1165-1168

Yong Shi

Enhanced Ultrasound Classification of Microemboli Using Convolutional Neural Network pp. 1169-1194

Abdelghani Tafsast, Aziz Khelalef, Karim Ferroudji, Mohamed Laid Hadjili, Ayache Bouakaz and Nabil Benoudjit

HWMWOA: A Hybrid WMA–WOA Algorithm with Adaptive Cauchy Mutation for Global Optimization and Data Classification pp. 1195-1252

Jiali Zhang, Haichan Li and Morteza Karimzadeh Parizi

A Novel Tolerance-Based Moderator Guided Heterogeneous Group Decision-Making Involving Experts and End-Users pp. 1253-1288

Manisha Singh, Gaurav Baranwal and Anil Kumar Tripathi

Sustainable Innovation and Creative Behavior: the Mediating Effect of Technology Application from Early Adopters pp. 1289-1318

Sheng-Fang Chou and Jun-You Lin

Estimating Returns to Scale of Two-Stage Network Technologies Using Total Scale Elasticity by Considering the Intermediate Output pp. 1319-1339

Tayebe Ahangary, Mohsen Rostamy Malkhalifeh and Farhad Hosseinzadeh Lotfi

Combination of Fuzzy-Weighted Zero-Inconsistency and Fuzzy Decision by Opinion Score Methods in Pythagorean m-Polar Fuzzy Environment: A Case Study of Sign Language Recognition Systems pp. 1341-1369

S. Albahri O.â, A. AlSattar H.â, Salem Garfan, Sarah Qahtan, A. Zaidan A.â, Ibraheem Y. Y. Ahmaro, H. Alamoodi A.â, B. Zaidan B.â, S. Albahri A.â, Mohammed S. Al-Samarraay, Ali Najm Jasim and J. Baqer M.â

Robust ABC Inventory Classification Using Hybrid TOPSIS-Alternative Factor Extraction Approaches pp. 1371-1402

A. Hadi-Vencheh, P. Wanke, A. Jamshidi and Jorge Antunes

Graph Distances for Determining Entities Relationships: A Topological Approach to Fraud Detection pp. 1403-1438

J. M. Calabuig, H. Falciani, A. Ferrer Sapena, L. M. García Raffi and E. A. Sánchez Pérez

A Typology Scheme for the Criteria Weighting Methods in MADM pp. 1439-1488

Mohammad Ali Hatefi

Optimal Solution Accoutrement for Crew Scheduling Problem: An Innovative Solution Approach Predicating on a Tailor-Made DSS pp. 1489-1527

Burcu Yılmaz Kaya and Metin Dağdeviren

Volume 22, issue 03, 2023

Editor’s Introduction pp. 885-887

Yong Shi

A Two-Phase Population and Subspace Feature-Based Multi-Classification Model to Improve Chronic Disease Diagnosis pp. 889-916

Zhong-Sheng Hua, Dian Xiao, Zheng Zhang and Hong-Yu Jia

Modelling Predictability of Airbnb Rental Prices in Post COVID-19 Regime: An Integrated Framework of Transfer Learning, PSO-Based Ensemble Machine Learning and Explainable AI pp. 917-955

Indranil Ghosh, Manas K. Sanyal and Dragan Pamucar

A Two-Sided Matching Decision-Making Approach with Correlative Criteria Under Probabilistic Linguistic Environment pp. 957-990

Xiang Jia, Liang Wang, Ying-Ming Wang and Hui-Hui Song

A Novel Multi-Criteria Decision-Making Approach Proposal Based On Kemira-M With Four Criteria Groups pp. 991-1032

Sefacan Ay, Gülin Feryal Can and Pelin Toktaş

Methods for Detecting COVID-19 Patients Using Interval-Valued T-Spherical Fuzzy Relations and Information Measures pp. 1033-1060

Yinyu Wang, Kifayat Ullah, Tahir Mahmood, Harish Garg, Lemnaouar Zedam, Shouzhen Zeng and Xingsen Li

Recommendation of Regression Techniques for Software Maintainability Prediction With Multi-Criteria Decision-Making pp. 1061-1105

Ajay Kumar and Kamaldeep Kaur

An Agent-Based Modeling Approach for Understanding Drivers of Consumer Decisions on Foreign versus Domestic Products: Case Study of a Local Refrigerator Market pp. 1107-1134

Nasser Danaye, Ramez Kian and Nazan Colmekcioglu

Impact of Reducing Data Plan Costs on the Digital Divide in China: A Digital Lifestyles Perspective pp. 1135-1163

Bo Hua, Yun Yuan, Yuho Chung and Jianmin Jia

Volume 22, issue 02, 2023

Editor’s Introduction pp. 637-639

Yong Shi

Introducing MOWSCER Method for Multiple Criteria Group Decision-Making: A New Method of Weighting in the Structure of Cause and Effect Relationships pp. 641-677

Reza Davoudabadi, Seyed Meysam Mousavi, Edmundas Kazimieras Zavadskas and Yahya Dorfeshan

A Deep Learning-Based Decision Support System for Mobile Performance Marketing pp. 679-703

Luís Miguel Matos, Paulo Cortez, Rui Mendes and Antoine Moreau

A Decision Support System for Project Portfolio Management in Construction Companies pp. 705-735

Gozde Bilgin, Irem Dikmen, M. Talat Birgonul and Beliz Ozorhon

An Ensemble Model for Stance Detection in Social Media Texts pp. 737-775

Sara S. Sherif, Doaa M. Shawky and Hatem A. Fayed

Improvement of VIKOR Method With Application to Multi-Objective Design Problems pp. 777-802

Lucas Falch and Clarence W. de Silva

Ranking of Classification Algorithm in Breast Cancer Based On Estrogen Receptor Using MCDM Technique pp. 803-827

Monika Lamba, Geetika Munjal and Yogita Gigras

Analysis of Hyper-Parameters for AlphaZero-Like Deep Reinforcement Learning pp. 829-853

Hui Wang, Michael Emmerich, Mike Preuss and Aske Plaat

Stabilization of Stochastic Exchange Rate Dynamics Under Central Bank Intervention Using Neuronets pp. 855-883

Spyridon D. Mourtas, Vasilios N. Katsikis, Emmanouil Drakonakis and Stelios Kotsios

Volume 22, issue 01, 2023

Editor’s Introduction pp. 1-5

Yong Shi

A Look at the Focus on Big Data for Information Technology and Decision Making During 1994 to 2020 pp. 7-35

Zeshui Xu, Zijing Ge, Xinxin Wang and Gang Kou

Operations on Multi-Valued Neutrosophic Matrices and Its Application to Neutrosophic Simplified-TOPSIS Method pp. 37-56

D. Jeni Seles Martina and G. Deepa

A New Multi-Criteria Decision-Making Method Under Neutrosophic Environment: ARAS Method With Single-Valued Neutrosophic Numbers pp. 57-87

Esra Aytaç Adalı, Tayfun Öztaş, Abdullah Özçil, Gülin Zeynep Öztaş and Ayşegül Tuş

A Hotel Ranking Model Through Online Reviews With Aspect-Based Sentiment Analysis pp. 89-113

Tian-Hui You, Ling-Ling Tao and Erik Cambria

A Review on Vision-based Hand Gesture Recognition Targeting RGB-Depth Sensors pp. 115-156

Prashant Rawat, Lalit Kane, Mrinal Goswami, Avani Jindal and Shriya Sehgal

Exploring the Ranking, Classifications and Evolution Mechanisms of Research Fronts: A Method Based on Multiattribute Decision Making and Clustering pp. 157-185

Kai Xiong, Yucheng Dong, Zhaoxia Guo, Francisco Chiclana and Enrique Herrera-Viedma

Novel Multi-Perspective Usability Evaluation Framework for Selection of Open Source Software Based on BWM and Group VIKOR Techniques pp. 187-277

Kareem A. Dawood, A. A. Zaidan, Khaironi Y. Sharif, Abdul A. Ghani, H. Zulzalil and B. B. Zaidan

Interactive Approaches to Multiple Criteria Sorting Problems: Entropy-Based Question Selection Methods pp. 279-312

Ali Özarslan and Gülşah Karakaya

Opinion Mining Using Enriched Joint Sentiment-Topic Model pp. 313-375

Amjad Osmani and Jamshid Bagherzadeh Mohasefi

Toward a Maturity Model for Big Data Analytics: A Roadmap for Complex Data Processing pp. 377-419

Mona Jami Pour, Fatemeh Abbasi and Babak Sohrabi

Assimilation of Pair-Wise Comparison Method to Decide Weights of Features Based on the Content of Image pp. 421-446

Narendra Kumar Rout, Mithilesh Atulkar and Mitul Kumar Ahirwal

Collaborative Decision-Making: A Proposal of an Semi-Automatic Facilitation Based on an Ontology pp. 447-470

Jacqueline Konaté, Aminata Gueye, Pascale Zaraté and Guy Camilleri

BFRA: A New Binary Hyper-Heuristics Feature Ranks Algorithm for Feature Selection in High-Dimensional Classification Data pp. 471-536

Aitak Shaddeli, Farhad Soleimanian Gharehchopogh, Mohammad Masdari and Vahid Solouk

Alternating Minimization-Based Sparse Least-Squares Classifier for Accuracy and Interpretability Improvement of Credit Risk Assessment pp. 537-567

Zhiwang Zhang, Jing He, Hui Zheng, Jie Cao, Gang Wang and Yong Shi

The Effect of the Coronavirus Pandemic on the Prediction Accuracy of Stock Price pp. 569-588

Jia-Yen Huang and Wei-Zhen Lin

Multi-Attribute Decision-Making for Intrusion Detection Systems: A Systematic Review pp. 589-636

Amneh Alamleh, O. S. Albahri, A. A. Zaidan, A. H. Alamoodi, A. S. Albahri, B. B. Zaidan, Sarah Qahtan, Amelia Ritahani binti Ismail, R. Q. Malik, M. J. Baqer, Ali Najm Jasim and Mohammed S. Al-Samarraay