IEEE Transactions on Computational Social Systems

Article	Citations
COVIDSenti: A Large-Scale Benchmark Twitter Data Set for COVID-19 Sentiment Analysis	214
Deep Correlation Mining Based on Hierarchical Hybrid Networks for Heterogeneous Big Data Recommendations	206
MetaSocieties in Metaverse: MetaEconomics and MetaManagement for MetaEnterprises and MetaCities	157
Robust Collaborative Filtering Recommendation With User-Item-Trust Records	120
WELFake: Word Embedding Over Linguistic Features for Fake News Detection	114
Suicidal Ideation Detection: A Review of Machine Learning Methods and Applications	109
Aspect-Based Sentiment Analysis: A Survey of Deep Learning Methods	108
Defensive Modeling of Fake News Through Online Social Networks	99
Measuring and Computing Cognitive Statuses of Construction Workers Based on Electroencephalogram: A Critical Review	85
Digital Twin Empowered Content Caching in Social-Aware Vehicular Edge Networks	77
Intrusion Detection for Secure Social Internet of Things Based on Collaborative Edge Computing: A Generative Adversarial Network-Based Approach	77
The Deep Features and Attention Mechanism-Based Method to Dish Healthcare Under Social IoT Systems: An Empirical Study With a Hand-Deep Local–Global Net	72
A Hybrid Probabilistic Multiobjective Evolutionary Algorithm for Commercial Recommendation Systems	69
Heterogeneous Network Representation Learning Approach for Ethereum Identity Identification	67
Depression Intensity Estimation via Social Media: A Deep Learning Approach	65
Real-Time Cloud-Based Patient-Centric Monitoring Using Computational Health Systems	62
Multi-Source Domain Transfer Discriminative Dictionary Learning Modeling for Electroencephalogram-Based Emotion Recognition	61
Hierarchical Federated Learning With Social Context Clustering-Based Participant Selection for Internet of Medical Things Applications	60
Improved TrAdaBoost and its Application to Transaction Fraud Detection	59
Detecting Community Depression Dynamics Due to COVID-19 Pandemic in Australia	59
Autonomous Behavioral Decision for Vehicular Agents Based on Cyber-Physical Social Intelligence	57
A Survey of Community Detection in Complex Networks Using Nonnegative Matrix Factorization	57
Popularity-Aware and Diverse Web APIs Recommendation Based on Correlation Graph	56
FedVCP: A Federated-Learning-Based Cooperative Positioning Scheme for Social Internet of Vehicles	56
Cloud/Edge Computing Resource Allocation and Pricing for Mobile Blockchain: An Iterative Greedy and Search Approach	53

Sentiment Analysis of Lockdown in India During COVID-19: A Case Study on Twitter	53
DeSci Based on Web3 and DAO: A Comprehensive Overview and Reference Model	53
A Graph-Based Socioeconomic Analysis of Steemit	51
Two-Path Deep Semisupervised Learning for Timely Fake News Detection	51
Two-Phase Multidocument Summarization Through Content-Attention-Based Subtopic Detection	51
CogEmoNet: A Cognitive-Feature-Augmented Driver Emotion Recognition Model for Smart Cockpit	50
T-BERTSum: Topic-Aware Text Summarization Based on BERT	50
Personality-Aware Product Recommendation System Based on User Interests Mining and Metapath Discovery	49
Hierarchical Domain Adaptation Projective Dictionary Pair Learning Model for EEG Classification in IoMT Systems	46
A Clinical-Oriented Non-Severe Depression Diagnosis Method Based on Cognitive Behavior of Emotional Conflict	46
Explainable AI in Deep Reinforcement Learning Models for Power System Emergency Control	45
Multiobjective U-Shaped Disassembly Line Balancing Problem Considering Human Fatigue Index and an Efficient Solution	43
Blockchain-Based Two-Stage Federated Learning With Non-IID Data in IoMT System	43
Information-Utilization-Method-Assisted Multimodal Multiobjective Optimization and Application to Credit Card Fraud Detection	42
Collaborative Edge Computing With FPGA-Based CNN Accelerators for Energy-Efficient and Time-Aware Face Tracking System	42
A Knowledge-Driven Anomaly Detection Framework for Social Production System	41
Influence-Based Community Partition With Sandwich Method for Social Networks	41
A Blockchain-Based Mutual Authentication Scheme for Collaborative Edge Computing	39
Detecting Ethereum Ponzi Schemes Based on Improved LightGBM Algorithm	39
Depression Detection From Social Networks Data Based on Machine Learning and Deep Learning Techniques: An Interrogative Survey	38
Blockchain-Based Knowledge Automation for CPSS-Oriented Parallel Management	38
Serverless Blockchain-Enabled Architecture for IoT Societal Applications	37
Automated Disaster Monitoring From Social Media Posts Using AI-Based Location Intelligence and Sentiment Analysis	37
A New Hybrid VMD-ICSS-BiGRU Approach for Gold Futures Price Forecasting and Algorithmic Trading	37
A Community Detection Method for Social Network Based on Community Embedding	36
InfusedHeart: A Novel Knowledge-Infused Learning Framework for Diagnosis of Cardiovascular Events	36
Joint Optimization of Task Offloading and Resource Allocation Based on Differential Privacy in Vehicular Edge Computing	36
Identifying and Analyzing Cryptocurrency Manipulations in Social Media	36
ChatGPT for Computational Social Systems: From Conversational Applications to Human-Oriented Operating Systems	35
BERT-Caps: A Transformer-Based Capsule Network for Tweet Act Classification	34
Time-Aware Attention-Based Gated Network for Credit Card Fraud Detection by Extracting Transactional Behaviors	34
Structural Hole Theory in Social Network Analysis: A Review	34
Computational Social Simulation With E-CARGO: Comparison Between Collectivism and Individualism	33
Patient Flow Modeling and Optimal Staffing for Emergency Departments: A Petri Net Approach	33
Diversified and Scalable Service Recommendation With Accuracy Guarantee	33
COVID-19 Patient Count Prediction Using LSTM	33
A Security- and Privacy-Preserving Approach Based on Data Disturbance for Collaborative Edge Computing in Social IoT Systems	33
Automatic Bug Triage in Software Systems Using Graph Neighborhood Relations for Feature Augmentation	32
Fuzzy Intelligence Learning Based on Bounded Rationality in IoMT Systems: A Case Study in Parkinson’s Disease	32
An Efficient Signature Scheme Based on Mobile Edge Computing in the NDN-IoT Environment	31
The Joint Method of Triple Attention and Novel Loss Function for Entity Relation Extraction in Small Data-Driven Computational Social Systems	31
Advanced Machine Learning on Cognitive Computing for Human Behavior Analysis	30
Data-Driven Decision-Making in COVID-19 Response: A Survey	30
A New Method of Fuzzy Multicriteria Routing in Vehicle Ad Hoc Network	30
Hide and Seek: Outwitting Community Detection Algorithms	29
Hybrid Nature-Inspired Optimization and Encryption-Based Watermarking for E-Healthcare	29
Ensemble Hybrid Learning Methods for Automated Depression Detection	29
Multiscale Evolutionary Perturbation Attack on Community Detection	28
Threshold-Based Value-Driven Method to Support Consensus Reaching in Multicriteria Group Sorting Problems: A Minimum Adjustment Perspective	28
Attention-Based Multidimensional Deep Learning Approach for Cross-Architecture IoMT Malware Detection and Classification in Healthcare Cyber-Physical Systems	27

Prediction of Land Suitability for Crop Cultivation Based on Soil and Environmental Characteristics Using Modified Recursive Feature Elimination Technique With Various Classifiers	27
Community Hiding by Link Perturbation in Social Networks	27
Social Phenomena and Fog Computing Networks: A Novel Perspective for Future Networks	27
Explainable Machine Learning for Data Extraction Across Computational Social System	27
Alzheimer’s Disease Diagnosis via Intuitionistic Fuzzy Random Vector Functional Link Network	26
A Comparative Study of Opinion Summarization Techniques	26
Federated Learning and Blockchain-Enabled Fog-IoT Platform for Wearables in Predictive Healthcare	26
Access Control and Privacy-Preserving Blockchain-Based System for Diseases Management	26
Parallel Ecology for Intelligent and Smart Cyber–Physical–Social Systems	26
SaTYa: Trusted Bi-LSTM-Based Fake News Classification Scheme for Smart Community	26
Detecting Group Shilling Attacks in Online Recommender Systems Based on Bisecting K-Means Clustering	26
Information Granulation-Based Community Detection for Social Networks	26
Evolution of Ethereum Transaction Relationships: Toward Understanding Global Driving Factors From Microscopic Patterns	25
Privacy-Preserving Blockchain-Based Federated Learning for Marine Internet of Things	25
An Overview of Correlation-Filter-Based Object Tracking	25
Medical Cyber–Physical Systems: A Solution to Smart Health and the State of the Art	25
Maintaining Social Distancing in Pandemic Using Smartphones With Acoustic Waves	24
Transfer Model Collaborating Metric Learning and Dictionary Learning for Cross-Domain Facial Expression Recognition	24
Detecting Outlier Patterns With Query-Based Artificially Generated Searching Conditions	24
Solving Last-Mile Logistics Problem in Spatiotemporal Crowdsourcing via Role Awareness With Adaptive Clustering	24
Identifying Groups of Fake Reviewers Using a Semisupervised Approach	24
A Privacy-Preserving Social Computing Framework for Health Management Using Federated Learning	24
A DRL-Based Service Offloading Approach Using DAG for Edge Computational Orchestration	24
A Spatiotemporal Recurrent Neural Network for Prediction of Atmospheric PM2.5: A Case Study of Beijing	23
Cerberus: A Blockchain-Based Accreditation and Degree Verification System	23
Dynamical SEIR Model With Information Entropy Using COVID-19 as a Case Study	23
Unscrambling Customer Recommendations: A Novel LSTM Ensemble Approach in Airline Recommendation Prediction Using Online Reviews	23
A Scalable Platform to Collect, Store, Visualize, and Analyze Big Data in Real Time	23
Detecting and Mitigating the Dissemination of Fake News: Challenges and Future Research Opportunities	23
Location-Aware Service Recommendations With Privacy-Preservation in the Internet of Things	23
A Blockchain-Enabled Explainable Federated Learning for Securing Internet-of-Things-Based Social Media 3.0 Networks	23
Collaborative Edge Computing for Social Internet of Things: Applications, Solutions, and Challenges	22
Collaborative Edge Computing for Social Internet of Vehicles to Alleviate Traffic Congestion	22
Privacy-Preserving Brain–Computer Interfaces: A Systematic Review	22
Two-Level Attention Model of Representation Learning for Fraud Detection	22
A Neural-Based Approach for Detecting the Situational Information From Twitter During Disaster	22
Internet Financial Fraud Detection Based on Graph Learning	21
Social Signal-Driven Knowledge Automation: A Focus on Social Transportation	21
A Multitask Multimodal Ensemble Model for Sentiment- and Emotion-Aided Tweet Act Classification	20
Federated Ecology: Steps Toward Confederated Intelligence	20
Accurate and Privacy-Preserving Task Allocation for Edge Computing Assisted Mobile Crowdsensing	20
A Cognitive Similarity-Based Measure to Enhance the Performance of Collaborative Filtering-Based Recommendation System	20
A Systematic Review of Predicting Elections Based on Social Media Data: Research Challenges and Future Directions	20
A Privacy-Aware and Incremental Defense Method Against GAN-Based Poisoning Attack	20
Social Bots and Their Coordination During Online Campaigns: A Survey	20
Agent Categorization With Group Role Assignment With Constraints and Simulated Annealing	20
MGA: Momentum Gradient Attack on Network	20
Nonfungible Tokens: Constructing Value Systems in Parallel Societies	20
Sparse Nonnegative Matrix Factorization for Multiple-Local-Community Detection	20
Three-Party Evolutionary Game Model of Stakeholders in Mobile Crowdsourcing	19
Time-Constrained Adaptive Influence Maximization	19
Identification of Important Nodes in Multilayer Heterogeneous Networks Incorporating Multirelational Information	19
Network Dynamic GCN Influence Maximization Algorithm With Leader Fake Labeling Mechanism	19
A Short-Term Prediction Model at the Early Stage of the COVID-19 Pandemic Based on Multisource Urban Data	19
Health Record Security Through Multiple Watermarking on Fused Medical Images	19
GSI: An Influential Node Detection Approach in Heterogeneous Network Using Covid-19 as Use Case	19
WiONE: One-Shot Learning for Environment-Robust Device-Free User Authentication via Commodity Wi-Fi in Man–Machine System	19
Integrated Timetable Rescheduling for Multidispatching Sections of High-Speed Railways During Large-Scale Disruptions	19
Joint Multi-Grained Popularity-Aware Graph Convolution Collaborative Filtering for Recommendation	19
Quasi Group Role Assignment With Role Awareness in Self-Service Spatiotemporal Crowdsourcing	19
ReMEMBeR: Ranking Metric Embedding-Based Multicontextual Behavior Profiling for Online Banking Fraud Detection	19
AI Ethics: An Empirical Study on the Views of Practitioners and Lawmakers	19
Rational Task Assignment and Path Planning Based on Location and Task Characteristics in Mobile Crowdsensing	18
Robustness Verification of Swish Neural Networks Embedded in Autonomous Driving Systems	18
Public Opinion Dynamics in Cyberspace on Russia–Ukraine War: A Case Analysis With Chinese Weibo	18
Deep Explainable Hate Speech Active Learning on Social-Media Data	18
Quantitatively Interpreting Residents Happiness Prediction by Considering Factor–Factor Interactions	18
Batch Processing for Truss Maintenance in Large Dynamic Graphs	18
SDH: Secure Data Hiding in Fused Medical Image for Smart Healthcare	18
Deployment of Information Diffusion for Community Detection in Online Social Networks: A Comprehensive Review	17
What Does Your Bio Say? Inferring Twitter Users’ Depression Status From Multimodal Profile Information Using Deep Learning	17
A Hybrid Approach of Bayesian Structural Time Series With LSTM to Identify the Influence of News Sentiment on Short-Term Forecasting of Stock Price	17
Potential Requirements and Opportunities of Blockchain-Based Industrial IoT in Supply Chain: A Survey	17
Memory Augmented Hierarchical Attention Network for Next Point-of-Interest Recommendation	17
Aspect-Based Sentiment Analysis With Heterogeneous Graph Neural Network	17
Integration of Train Control and Online Rescheduling for High-Speed Railways in Case of Emergencies	17
A Multimodal Author Profiling System for Tweets	17
A Survey on Social Manufacturing: A Paradigm Shift for Smart Prosumers	17
Secure Edge-Aided Computations for Social Internet-of-Things Systems	17
Parallel Philosophy for MetaOrganizations With MetaOperations: From Leibniz’s Monad to HanoiDAO	17

NUS: Noisy-Sample-Removed Undersampling Scheme for Imbalanced Classification and Application to Credit Card Fraud Detection	17
Feature-Based Twitter Sentiment Analysis With Improved Negation Handling	17
OptNet-Fake: Fake News Detection in Socio-Cyber Platforms Using Grasshopper Optimization and Deep Neural Network	16
Fundamentals of Computational Psychophysiology: Theory and Methodology	16
Depression Screening in Humans With AI and Deep Learning Techniques	16
Graph Regularized Sparse Non-Negative Matrix Factorization for Clustering	16
A Novel Fake News Detection Model for Context of Mixed Languages Through Multiscale Transformer	16
Steganalysis of Digital Images Using Deep Fractal Network	16
Privacy-Aware Collaborative Task Offloading in Fog Computing	16
Self-Learning Spatial Distribution-Based Intrusion Detection for Industrial Cyber-Physical Systems	16
FEEL: FEderated LEarning Framework for ELderly Healthcare Using Edge-IoMT	16
Parallel Intelligence: Belief and Prescription for Edge Emergence and Cloud Convergence in CPSS	16
Patient-Centric Token-Based Healthcare Blockchain Implementation Using Secure Internet of Medical Things	16
Feature-Level Rating System Using Customer Reviews and Review Votes	15
Influence Maximization Problem With Echo Chamber Effect in Social Network	15
Emoji, Sentiment and Emotion Aided Cyberbullying Detection in Hinglish	15
Optimizing Deep Learning Model Parameters Using Socially Implemented IoMT Systems for Diabetic Retinopathy Classification Problem	15
Green Computing and Carbon Footprint Management in the IT Sectors	15
A Theoretically Guaranteed Approach to Efficiently Block the Influence of Misinformation in Social Networks	15
Fraud Feature Boosting Mechanism and Spiral Oversampling Balancing Technique for Credit Card Fraud Detection	15
IdenMultiSig: Identity-Based Decentralized Multi-Signature in Internet of Things	15
Analysis of Public Sentiment on COVID-19 Vaccination Using Twitter	15
New Computing Tasks Offloading Method for MEC Based on Prospect Theory Framework	15
Reinforcement-Learning-Based Competitive Opinion Maximization Approach in Signed Social Networks	15
Neural Collaborative Learning for User Preference Discovery From Biased Behavior Sequences	14
Collaborative Caching for Energy Optimization in Content-Centric Internet of Things	14
PIANO: Influence Maximization Meets Deep Reinforcement Learning	14
Conditional Support-Vector-Machine-Based Shared Adaptive Computing Model for Smart City Traffic Management	14
Computational Experiments for Complex Social Systems—Part I: The Customization of Computational Model	14
Social Group Recommendation With TrAdaBoost	14
SDIGRU: Spatial and Deep Features Integration Using Multilayer Gated Recurrent Unit for Human Activity Recognition	14
Portable and Real-Time IoT-Based Healthcare Monitoring System for Daily Medical Applications	14
Resource Allocation Scheme for Community-Based Fog Computing Based on Reputation Mechanism	14
A Salp Swarm Algorithm for Parallel Disassembly Line Balancing Considering Workers With Government Benefits	14
Real-Time Text Classification of User-Generated Content on Social Media: Systematic Review	14
Refugee Resettlement by Extending Group Multirole Assignment	13
Modeling Influencer Marketing Campaigns in Social Networks	13
Extending Group Role Assignment With Cooperation and Conflict Factors via KD45 Logic	13
Calibration of Transformer-Based Models for Identifying Stress and Depression in Social Media	13
Generative Steganography Based on Long Readable Text Generation	13
Edge Server Deployment for Health Monitoring With Reinforcement Learning in Internet of Medical Things	13
SEHC: A Benchmark Setup to Identify Online Hate Speech in English	13
A Topic Representation Model for Online Social Networks Based on Hybrid Human–Artificial Intelligence	13
Smoothing Adversarial Training for GNN	13
A Novel DAO-Based Parallel Enterprise Management Framework in Web3 Era	13
ArvaNet: Deep Recurrent Architecture for PPG-Based Negative Mental-State Monitoring	13
Tensor Factorization With Sparse and Graph Regularization for Fake News Detection on Social Networks	13
Sora for Computational Social Systems: From Counterfactual Experiments to Artificiofactual Experiments With Parallel Intelligence	13
Petri-Net-Based Model Checking for Privacy-Critical Multiagent Systems	13
Speech Emotion Recognition via an Attentive Time–Frequency Neural Network	13
Federated Data: Toward New Generation of Credible and Trustable Artificial Intelligence	12
Computational Experiments for Complex Social Systems—Part III: The Docking of Domain Models	12
Public Opinion Analysis on Novel Coronavirus Pneumonia and Interaction With Event Evolution in Real World	12
Why Did Mr. Trump Oppose Globalization? An E-CARGO Approach	12
AI-Assisted Deep NLP-Based Approach for Prediction of Fake News From Social Media Users	12
Blockchain and IoT for Insurance: A Case Study and Cyberinfrastructure Solution on Fine-Grained Transportation Insurance	12
A New Method for Measuring the Behavioral Consistency Degree of WF-Net Systems	12
Cross-Cultural Emotion Recognition With EEG and Eye Movement Signals Based on Multiple Stacked Broad Learning System	12
Evolution of Transaction Pattern in Ethereum: A Temporal Graph Perspective	12
Influential Spreaders Identification in Complex Networks With TOPSIS and K-Shell Decomposition	12
Person Reidentification Based on Pose-Invariant Feature and B-KNN Reranking	12
A Cyber Secure Medical Management System by Using Blockchain	12
Social Network Rumor Detection Method Combining Dual-Attention Mechanism With Graph Convolutional Network	12
Fake News in Virtual Community, Virtual Society, and Metaverse: A Survey	12
3-D-SIS: A 3-D-Social Identifier Structure for Collaborative Edge Computing Based Social IoT	12
A Learning-Embedded Attributed Petri Net to Optimize Student Learning in a Serious Game	12
Evaluation and Spatial–Temporal Difference Analysis of Urban Water Resource Utilization Efficiency Based on Two-Stage DEA Model	11
Graph Convolutional Network-Based Rumor Blocking on Social Networks	11
Federated Management: Toward Federated Services and Federated Security in Federated Ecology	11
Blockchain-Based Multisignature Lock for UAC in Metaverse	11
Zooming Into Video Conferencing Privacy	11
Federated Control: Toward Information Security and Rights Protection	11
Learning to Extract Expert Teams in Social Networks	11
Multistructure Graph Classification Method With Attention-Based Pooling	11
Emotion Recognition From Gait Analyses: Current Research and Future Directions	11
LPClass: Lightweight Personalized Sensor Data Classification in Computational Social Systems	11
A Novel Ensemble Learning Approach for Stock Market Prediction Based on Sentiment Analysis and the Sliding Window Method	11
Donald J. Trump’s Presidency in Cyberspace: A Case Study of Social Perception and Social Influence in Digital Oligarchy Era	11
Understanding Public Opinion Toward the #StopAsianHate Movement and the Relation With Racially Motivated Hate Crimes in the US	11
Detection of Fake Accounts on Social Media Using Multimodal Data With Deep Learning	11
Graph-Fraudster: Adversarial Attacks on Graph Neural Network-Based Vertical Federated Learning	11
ETMA: Efficient Transformer-Based Multilevel Attention Framework for Multimodal Fake News Detection	10
Fast Asymmetric and Discrete Cross-Modal Hashing With Semantic Consistency	10
Latent Personality Traits Assessment From Social Network Activity Using Contextual Language Embedding	10
Prediction of Solar Activity Using Hybrid Artificial Bee Colony With Neighborhood Rough Sets	10
Rapid Risk Assessment of Emergency Evacuation Based on Deep Learning	10
Profile-Free and Real-Time Task Recommendation in Mobile Crowdsensing	10
Solving the Team Allocation Problem in Crowdsourcing via Group Multirole Assignment	10
Leveraging Domain Knowledge to Improve Depression Detection on Chinese Social Media	10
Toward Next Generation of Blockchain Using Improvized Bitcoin-NG	10
The Novel Data-Driven Robust Maximum Expert Mixed Integer Consensus Models Under Multirole’s Opinions Uncertainty by Considering Noncooperators	10
Authorship Attribution of Social Media Messages	10
Securing the Socio-Cyber World: Multiorder Attribute Node Association Classification for Manipulated Media	10
Bitcoin Address Clustering Based on Change Address Improvement	10
Are Fake Images Bothering You on Social Network? Let Us Detect Them Using Recurrent Neural Network	10