IEEE Transactions on Computational Social Systems

Article	Citations
IEEE Transactions on Computational Social Systems Society Information	206
ReOP: Generating Transferable Fake Users for Recommendation Systems via Reverse Optimization	171
IEEE Transactions on Computational Social Systems Publication Information	151
Table of Contents	130
Zero-Shot Recognition for Healthcare Social Networks via Tensor-Based Vision-Semantic Manifold Alignment	122
Creating Healthier Living Environments: The Role of Soundscapes in Promoting Mental Health and Well-Being	116
Contrastive Deep Fusion-Based Diffusion Multiview Drug Recommendation	109
Uncovering Hidden Social Connections in Lawsuit Activities by Learning Over Knowledge Graph	103
Opinion Dynamics With Social Confirmation Effect: An Adaptive Hegselmann-Krause Model	102
Detecting Information Leakage Against Chinese Wall Policy Based on the Unfolding Technique of Colored Petri Nets	100
Effective Knowledge Dissemination Modeling and Regulation in Blended Learning Networks	99
Consistency and Controversy Analysis in the Hype of Room-Temperature Superconductivity	97
Visualizing Routes With AI-Discovered Street-View Patterns	96
Dynamic Dependence and Hedging of Stock Markets: Evidence From Time-Varying Copula With Asymmetric Markovian Models	90
CDHFL-HA: Collaborative Dynamic Hierarchical Federated Learning With Hypernetwork Aggregation for Sentimental Analysis	89
Analysis of Public Sentiment on COVID-19 Mitigation Measures in Social Media in the United States Using Machine Learning	87
Counterfactual Music Recommendation for Mitigating Popularity Bias	87
Multidimensional Opinion Dynamics With Private Opinions and Heterogeneous Belief Systems on the Signed Social Networks	86
Toward Humanistic Algorithmic Management: An Evolutionary Game Between Online Labor Platforms and Workers	85
IEEE Transactions on Computational Social Systems Information for Authors	83
Autoencoder-Based Feature Extraction for Identifying Hate Speech Spreaders in Social Media	83
Hierarchical Progressive Network for Multimodal Medical Image Fusion in Healthcare Systems	82
EAE-GAN: Emotion-Aware Emoji Generative Adversarial Network for Computational Modeling Diverse and Fine-Grained Human Emotions	80
Unified Multimodal Representation Learning With Prototype Calibration for Cross-Subject Few-Shot Emotion Recognition	78
CRIXP: Cultural Knowledge Representation for Inherent eXPlainability	76

GILMRec: Graph Invariant Learning for Multimodal Recommendation	73
Modeling Group Opinion Evolution on Online Social Networks: A Gravitational Field Perspective	69
GraphTAN: Temporal Attention Network for Learning Graph-Level Embedding	69
Counteracting Popularity Bias in Multimedia Web API Recommendation	69
BMchain: Design of an Account-Driven and Regulatory-Friendly Stateless Layer-2 Blockchain	68
Do Sentence-Level Sentiment Interactions Matter? Sentiment Mixed Heterogeneous Network for Fake News Detection	67
A Hybridized Stochastic SIR-Vasiček Model in Evaluating a Pandemic Emergency Financing Facility	66
Speech Emotion Recognition via an Attentive Time–Frequency Neural Network	65
Analysis of Tripartite Evolutionary Game in Rumor Spreading Decisions Under Reward-Punishment Mechanism	65
Reinforcement-Learning-Based Competitive Opinion Maximization Approach in Signed Social Networks	64
Multiknowledge and LLM-Inspired Heterogeneous Graph Neural Network for Fake News Detection	62
Behavioral Model for Live Detection of Apps Based Attack	62
PsycoLLM: Enhancing LLM for Psychological Understanding and Evaluation	62
Solving the Team Allocation Problem in Crowdsourcing via Group Multirole Assignment	61
Shilling Attacks and Fake Reviews Injection: Principles, Models, and Datasets	60
Influence of External Information on Large Language Models Mirrors Social Cognitive Patterns	60
Popularity-Aware and Diverse Web APIs Recommendation Based on Correlation Graph	59
Review of Advancements in Depression Detection Using Social Media Data	59
Heterogeneous Graph Structure Learning for Experts Selection in Academic Evaluation	59
PFBL: Prototype-Based Fully Balanced Learning for Multimodal Fake News Detection	57
Enhancing Fatigue Detection Through Heterogeneous Multisource Data Integration and Cross-Domain Modality Imputation	57
GAPLG: Graph Augmented With Pseudolabels Generation for Blockchain Anomaly Transaction Detection	56
Automatic Depression Detection via Learning and Fusing Features From Visual Cues	56
PIANO: Influence Maximization Meets Deep Reinforcement Learning	54
Threshold-Based Value-Driven Method to Support Consensus Reaching in Multicriteria Group Sorting Problems: A Minimum Adjustment Perspective	54
Defending Against Data Poisoning Attack in Federated Learning With Non-IID Data	53
IEEE Transactions on Computational Social Systems Publication Information	53
Metaphors as Semantic Anchors: A Label-Constrained Contrastive Learning Approach for Chinese Text Classification	53
A Learning-Embedded Attributed Petri Net to Optimize Student Learning in a Serious Game	50
IEEE Systems, Man, and Cybernetics Society Information	50
Dynamic Graph Convolutional Network With Spatiotemporal and Multiscale Feature Fusion for Multistep Traffic Flow Prediction	49
Authorship Attribution of Microtext Using Capsule Networks	49
IEEE Systems, Man, and Cybernetics Society Information	48
Blockchain-Based Crypto Management for Reliable Real-Time Decision-Making	48
Understanding the Use and Abuse of Social Media: Generalized Fake News Detection With a Multichannel Deep Neural Network	48
Reversibility of Impaired Functional Brain Networks in Classic Trigeminal Neuralgia After Surgery Treatment: A Longitudinal fMRI Study	48
From Deserts to Hubs: A Data-Driven Framework for Mapping Innovation Productivity in the U.S.	47
Early Success Prediction for Online Learners: A Semisupervised and Self-Training Approach	47
Neurofeedback System Over Frontal Alpha Asymmetry Modulates Fairness-Related Social Decision-Making	46
Resilience of a Healthcare System: An Integrative Review	46
LVBDS: A Lightweight Verifiable Blockchain Data System for Collaborative Learning in Cyber-Physical-Social Systems	45
Temporal-Noise-Aware Neural Networks for Suicidal Ideation Prediction Using Physiological Data	45
Incentivizing Socio-Ethical Integrity in Decentralized Machine Learning Ecosystems for Collaborative Knowledge Sharing	45
Two-Stage Co-Optimization for Utility-Social Systems With Social-Aware P2P Trading	44
A Heterogeneous Graph Neural Network With Attribute Enhancement and Structure-Aware Attention	44
Age Effects on Spatiotemporal Patterns in Functional Brain Networks Over the Human Adult Lifespan	44
A Robust Aggregation of Federated Large Language Models for Multimodal Knowledge Discovery in Computational Social Systems	43
Simulating the Evacuation Process Involving Multitype Disabled Pedestrians	43
Offense as Defense: Efficient Detection of Backdoor Attacks With Adversarial Samples in Cyber-Physical Social Systems	43
Using Multiplex Networks to Understand Physical–Digital Structural Consistency for Social Fintech Sustainable Development	43

Imperfect Vaccination Evolutionary Game Incorporating Individual Social Difference and Subjective Perception	43
Lasagne: A Suite of High-Profit Arbitrage Strategies for Blockchain-Based Decentralized Exchanges	43
Toward Multimodal Complaint Severity Detection From Social Media	43
Marginal Contribution-Based Personalized Consensus Analysis for Interval Fuzzy Group Decision Making	42
Advanced Pattern-Mining System for Fake News Analysis	42
Few-Shot Medical Image Segmentation With Hierarchical Hypercorrelation Vision State-Space Model	42
Nuclear Pollution or Safe Discharge: Topic Evolution and Cognitive Analysis on Fukushima's Treated Radioactive Water	42
Explainable BERT-LSTM Stacking for Sentiment Analysis of COVID-19 Vaccination	42
Heterogeneous Multimodal Multilabel Behavioral Context Recognition Using Wearable Sensors and Mobile Devices	42
Unknown Inputs on Weighted Voting Systems With Feedforward-Feedback Control	41
Rough-Fuzzy Graph Learning Domain Adaptation for Fake News Detection	41
Core–Periphery Detection Based on Masked Bayesian Nonnegative Matrix Factorization	40
Leveraging Cooperative Learning Algorithms for Early Detection of Mental Health Issues Using Intelligence of Social Things Data	40
Moral Pressure and Judicial Response Behind Criminal Justice: A Quasinatural Experiment Based on Justifiable Self-Defense Trials in China	40
A Diffusion Model for Multimessage Multidimensional Complex Game Based on Rumor and Anti-Rumor	40
Generation and Detection of Sign Language Deepfakes: A Linguistic and Visual Analysis	40
Federated Graph Augmentation for Semisupervised Node Classification	39
Sustainable COVID-19 Policy Responses With Urban Mobility Network Epidemic Models	39
A Local Spatial–Temporal Synchronous Network to Dynamic Gesture Recognition	39
Social-Aware Learning-Based Online Energy Scheduling for 5G Integrated Smart Distribution Power Grid	39
Reconstructive Classification for Age and Gender Identification in Social Networks	39
Location-Aware Web Service QoS Prediction via Deep Collaborative Filtering	38
Computational Aids on Mental Health: Revolutionizing Care in the Digital Age	38
Exploring Implicit Sentiment Analysis Through Progressive Prompting Strategies	38
Robust Open-Set Signal Emitter Identification Using Collaborative Learning and Distributed Attention Networks	38
MLKT4Rec: Enhancing Exercise Recommendation Through Multitask Learning With Knowledge Tracing	37
Semisupervised Federated Learning for Temporal News Hyperpatism Detection	37
PAMT: A Novel Propagation-Based Approach via Adaptive Similarity Mask for Node Classification	37
Personalized Feedback Constraint-Driven Minimum-Relative-Cost Consensus in Group Decision-Making	37
A Literature Review on Detecting, Verifying, and Mitigating Online Misinformation	37
An Analysis of the Human Ability to Detect Deepfakes With Geopolitical Content	37
Alleviating Nonidentifiability: A High-Fidelity Calibration Objective for Financial Market Simulation With Multivariate Time Series Data	37
Robustness Verification of Swish Neural Networks Embedded in Autonomous Driving Systems	37
A Comprehensive Multimodal Framework for Optimizing Social Media Hashtag Recommendations	36
Linear Opinion Dynamics Model With Higher Order Interactions	36
OntoDSumm: Ontology-Based Tweet Summarization for Disaster Events	36
TOFDS: A Two-Stage Task Execution Method for Fake News in Digital Twin-Empowered Socio-Cyber World	35
A Salp Swarm Algorithm for Parallel Disassembly Line Balancing Considering Workers With Government Benefits	35
Involution-Cooperation-Lying Flat Game on a Network-Structured Population in the Group Competition	35
Adversarial Learning-Based Sentiment Analysis for Socially Implemented IoMT Systems	35
Collaborative Route Planning of Road Trips in Regional Central Cities of China: An Approach Based on E-CARGO Model	35
Adaptive Collaboration With Training Plan Considering Role Correlation	35
CrowdDC: Ranking From Crowdsourced Paired Comparison With Divide-and-Conquer	34
Early Detection and Prevention of Malicious User Behavior on Twitter Using Deep Learning Techniques	34
TDG-Mamba: Advanced Spatiotemporal Embedding for Temporal Dynamic Graph Learning via Bidirectional Information Propagation	34
Privacy-Preserving Brain–Computer Interfaces: A Systematic Review	34
Member-Augmented Group Recommendation With Multi-Interest Framework and Knowledge Graph Embeddings	34
A Meta-Analysis of State-of-the-Art Automated Fake News Detection Methods	34
Deep-Learning-Based Drug Recommendation and ADR Detection Healthcare Model on Social Media	34
From Niche to Mainstream: Community Size and Engagement in Social Media Conversations	33
Cognitive Computing for Brain–Computer Interface-Based Computational Social Digital Twins Systems	33
IEEE Transactions on Computational Social Systems Society Information	33
Response Generation in Social Network With Topic and Emotion Constraints	33
Real-Time Cloud-Based Patient-Centric Monitoring Using Computational Health Systems	33
A Multimodal Framework for Depression Detection During COVID-19 via Harvesting Social Media	33
Task Partitioning and Scheduling Based on Stochastic Policy Gradient in Mobile Crowdsensing	33
Extended Features Based Random Vector Functional Link Network for Classification Problem	33
Referral Strategy Based on Social Network Incentive	33
IEEE Systems, Man, and Cybernetics Society Information	32
IEEE Transactions on Computational Social Systems Publication Information	32
Multilabel Emotion Tagging for Domain-Specific Texts	32
How Social Attributes Affect the Movement Process of Subgroups When Facing a Static Obstacle	32
AGT-Net: It Takes Two to Tango in Long-Term Person Reidentification	32
IEEE Transactions on Computational Social Systems Information for Authors	32
Enhance Rumor Controlling Algorithms Based on Boosting and Blocking Users in Social Networks	32
Identifying Rising Stars via Supervised Machine Learning	32
Linking Terrorist Network Structure to Lethality: Algorithms and Analysis of Al Qaeda and ISIS	32
Emergence of Social Norms in Metanorms Game With High-Order Interaction Topology	32
IEEE Transactions on Computational Social Systems Information for Authors	32
Attack Risk Analysis in Data Anonymization in Internet of Things	32
FMQS: Enabling Fast Multimedia Data Queries in Edge Storage Systems	32
Knowledge Graph-Based Personalized Multitask Enhanced Recommendation	31
ST2SNet: Spatial–Temporal Two-Layer Synchronous Network for Traffic Flow Prediction	31
Understanding BRC-20: Hope or Hype	31
Multiagent Confrontation Method Based on Three-Party Dynamic Multistrategy Evolutionary Game	30
Energy-Social Manufacturing for Social Computing	30
A Node Classification-Based Multiobjective Evolutionary Algorithm for Community Detection in Complex Networks	30
ComGRL: Comprehensive Graph Representation Learning From Local to Global Bridged by Mixup	30
Let’s Decipher the Origin: Towards Multimodal Aspect-Based Explainable Complaints in Finance	30
IEEE Systems, Man, and Cybernetics Society Information	30

Federated Matrix Factorization Recommendation Based on Secret Sharing for Privacy Preserving	29
Employing Co-Learning to Evaluate the Explainability of Multimodal Sentiment Analysis	29
Incentive Mechanism Design Toward a Win–Win Situation for Generative Art Trainers and Artists	29
Adversarial Heterogeneous Graph Neural Network for Robust Recommendation	29
Few-Shot Synthetic Online Transfer Learning for Cross-Site Neurological Disease Diagnosis	29
Parameter Identification of Reaction-Diffusion Information Propagation Model Based on Optimal Control and Turing Pattern Theory	29
Ugan: Uncertainty-Guided Graph Augmentation Network for EEG Emotion Recognition	29
Semilocal Average Shortest Path With Augmented Graph for Identifying Influential Nodes	29
A Platform Ecosystem Evolution Model With Service Dynamic Supply and Matching	29
Diffusion Generation-Based Federated Learning for Non-IID Defect Recognition	29
A Community-Based Centrality Measure for Identifying Key Nodes in Multilayer Networks	28
Vaccine Hesitancy Hotspots in Africa: An Insight From Geotagged Twitter Posts	28
Table of Contents	28
MSSA: Multispectral Semantic Alignment for Cross-Modality Infrared-RGB Person Reidentification	28
SLoB: Suboptimal Load Balancing Scheduling in Local Heterogeneous GPU Clusters for Large Language Model Inference	28
Coordinate System Transformation Method for Comparing Different Types of Data in Different Dataset Using Singular Value Decomposition	28
Adversarial Backgrounds for Protecting Public Figures From DeepFake Misuse in Social Media Ecosystems	28
A Survey of Crowdsensing and Privacy Protection in Digital City	28
A Novel Approach to Select High-Reward Data Items in Big Data Stream Based on Multiarmed Bandit	28
Bitcoin Address Clustering Based on Change Address Improvement	28
Predicting User Tipping in Online Social Networks With Temporal Graph Neural Networks	28
Quasi Group Role Assignment With Role Awareness in Self-Service Spatiotemporal Crowdsourcing	28
Motives and Spread Pattern in Focus for Rumor Source Detection Using Class-Balanced Embedded MLP	28
End-to-End Visual Grounding Framework for Multimodal NER in Social Media Posts	28
Governance of Social Welfare in Networked Markets	28
Tree-Structured Task Allocation for Audit Team With Sequential and Parallel Execution via E-CARGO Model	28
Hybrid Quantum-Classical Neural Network for Multimodal Multitask Sarcasm, Emotion, and Sentiment Analysis	28
Maintenance Decision Support System for Multiple Units Based on High-Quality Knowledge Graphs	27
Debiased Sequential Recommendation by Separating Long-Term and Short-Term Interests	27
Multidimensional Contextual Knowledge Inference Model for Sarcasm Detection	27
Mitigating Information Interruptions by COVID-19 Face Masks: A Three-Stage Speech Enhancement Scheme	27
Unscrambling Customer Recommendations: A Novel LSTM Ensemble Approach in Airline Recommendation Prediction Using Online Reviews	27
Causal Reinforcement Learning in Iterated Prisoner’s Dilemma	27
TRIDENT: Temporal Reasoning and Detection of Emerging Network Threats	27
Multimodal Spatiotemporal Semisupervised Transformer Network for Video-Based Group-Level Emotion Recognition	27
Multiagent Reinforcement Learning Aided Multiobjective Evolutionary Algorithm With Local Higher-Order Information for Community Detection	27
Identifying Key Nodes Based on Neighborhood Topology and Voting Mechanism in Complex Networks	26
Opposing Stance in Topic Evolution: A Case Analysis of Messi's Visit to Hong Kong	26
Multistructure Graph Classification Method With Attention-Based Pooling	26
Dense Graph Convolutional With Joint Cross-Attention Network for Multimodal Emotion Recognition	26
Machine Learning and Cultural Heritage: An Italian Perspective	26
Personalized Product Description Generation With Gated Pointer-Generator Transformer	26
Derivative Topic Dissemination Model Based on Multitopic Iterative Derivation and Social Psychology	26
Dual-Hypergraph Based Symmetrical Self-Representation Learning for Cross-Domain Facial Expression Recognition	26
Community Detection and Hyperlink Prediction in Multilayer Hypergraphs	26
Wasserstein Dependent Graph Attention Network for Collaborative Filtering With Uncertainty	26
Supervised Attention Network for Arbitrary-Shaped Text Detection in Edge-Fainted Noisy Scene Images	26
A Deep Learning Approach to Online Social Network Account Compromisation	26
A Hierarchical Federated Continual Learning Framework for Dynamic and Heterogeneous IoV	25
Vectorial-Opinion Dynamics With Familiarity Neighborhoods in Virtual Social Groups	25
An Evolutionary Guardrail Layout Design Framework for Crowd Control in Subway Stations	25
Variations of Rotating Savings and Credit Associations for Community Development	25
An Offline–Online Integration Approach for Security Traffic Patrolling With Frequency Constraints	25
Modeling the Coupling Propagation of Information, Behavior, and Disease in Multilayer Heterogeneous Networks	25
Improved SAC Algorithm for Solving the Interactive Hybrid Disassembly Line Balancing Problem Considering Multiskilled Workers	25
ER-C3D: Enhancing R-C3-D Network With Adaptive Shrinkage and Symmetrical Multiscale for Behavior Detection	25
LiFoL: An Efficient Framework for Financial Distress Prediction in High-Dimensional Unbalanced Scenario	25
SCB-DETR: Multiscale Deformable Transformers for Occlusion-Resilient Student Learning Behavior Detection in Smart Classroom	25
Hypergraph-Enhanced Semisupervised Graph Reconstruction Learning for Overlapping Community Detection	24
Urban Region Profiling With Spatio-Temporal Graph Neural Networks	24
A Robust Maximum Fairness Consensus Model With Limited Cost Under the Uncertain Trust Relationships and Individual Weights	24
Time-Series Clustering for Determining Behavioral-Based Brand Loyalty of Users Across Social Media	24
Adversarial Reinforcement Learning for Enhanced Decision-Making of Evacuation Guidance Robots in Intelligent Fire Scenarios	24
E-OptEEG: A Hybrid Ensemble Metaheuristic Feature Optimization for EEG-Based Sentiment Analysis on Resource-Constrained Edge Devices	24
Hierarchical Group-Based Task Migration for Multiplex Networked Industrial Chains Under Hybrid Dynamic Environments	24
HateFusion: Harnessing Attention-Based Techniques for Enhanced Filtering and Detection of Implicit Hate Speech	24
CLSS: A Plug-and-Play Closed-Loop Semantic Supervisor for Actor–Critic Reinforcement Learning	24
RDGT-GAN: Robust Distribution Generalization of Transformers for COVID-19 Fake News Detection	24
Refashioning Emotion Recognition Modeling: The Advent of Generalized Large Models	24
Evolutionary Game Model With Group Decision-Making in Signed Social Networks	24
VLOG: Vehicle Identity Verification Based on Local and Global Behavior Analysis	23
Where to Go Next Day: Multiscale Spatial–Temporal Decoupled Model for Mid-Term Human Mobility Prediction	23
Tabular Learning-Based Traffic Event Prediction for Intelligent Social Transportation System	23
Phishing Detection on Ethereum via Graph Neural Architecture Search of Transaction Subgraph	23
Framework to Study Migration Decisions Using Call Detail Record (CDR) Data	23
A Bilevel Consensus Model Based on Network Game for Maximizing Satisfaction and Minimizing Cost	23
A Weighted Stacking Ensemble Model With Sampling for Fake Reviews Detection	23
Coevolutionary Dynamics of Information and Influence in Social Networks	23
IEEE Transactions on Computational Social Systems Information for Authors	23
Finite-Time Bounded Control for Multitime-Scale Production-Inventory Systems Under Inventory Inaccuracy	23
Integration of Neural Architecture Search With Fuzzy Deep Neural Network Model for Emotion AI in Public Health Emergencies	23
Greedy Heuristics for Team Formation in Social Networks: Optimizing Diversity and Collaboration	22
Modeling the Contributions of Participator, Content, and Network to Topic Duration in Online Social Group	22
Handling Dual Skewness in Citywide Crime Prediction Using Personalized Graph Federated Learning	22
Influence Spread Maximization in Social Networks via Activation Probability Overlap Reduction	22
LandScope: Embodied Interaction and Situational Experience of Chinese Landscape Painting in VR-Based System	22
IEEE Systems, Man, and Cybernetics Society Information	22
Online Social Behaviors: Robust and Stable Features for Detecting Microblog Bots	22
Blockchain-Driven Privacy-Preserving Contact-Tracing Framework in Pandemics	22
Roll Call Vote Prediction With Graph Reconstruction and Attention-Based Pruning	22
Information Disorder Amidst Crisis: A Case Study of COVID-19 in India	22
Multi-Objective Neural Architecture Search for Cognitive Diagnosis: Balancing Accuracy and Interpretability With Probabilistic Models	22
Cost-Effective Activity Control of Asymptomatic Carriers in Layered Temporal Social Networks	22
Research on Label Propagation Algorithm of Community Structure Analysis in Complex Networks	22
Privacy-Preserving Deep Learning in Computational Social Systems via Fully Homomorphic Encryption	21