IEEE Transactions on Computational Social Systems

Article	Citations
IEEE Transactions on Computational Social Systems Society Information	194
Table of Contents	167
Behavioral Model for Live Detection of Apps Based Attack	147
ReOP: Generating Transferable Fake Users for Recommendation Systems via Reverse Optimization	124
IEEE Transactions on Computational Social Systems Publication Information	111
Table of Contents	105
Zero-Shot Recognition for Healthcare Social Networks via Tensor-Based Vision-Semantic Manifold Alignment	104
Creating Healthier Living Environments: The Role of Soundscapes in Promoting Mental Health and Well-Being	97
Reinforcement-Learning-Based Competitive Opinion Maximization Approach in Signed Social Networks	95
GraphTAN: Temporal Attention Network for Learning Graph-Level Embedding	94
GAPLG: Graph Augmented With Pseudolabels Generation for Blockchain Anomaly Transaction Detection	94
Contrastive Deep Fusion-Based Diffusion Multiview Drug Recommendation	94
Uncovering Hidden Social Connections in Lawsuit Activities by Learning Over Knowledge Graph	92
Opinion Dynamics With Social Confirmation Effect: An Adaptive Hegselmann-Krause Model	89
CRIXP: Cultural Knowledge Representation for Inherent eXPlainability	86
EAE-GAN: Emotion-Aware Emoji Generative Adversarial Network for Computational Modeling Diverse and Fine-Grained Human Emotions	83
Unified Multimodal Representation Learning With Prototype Calibration for Cross-Subject Few-Shot Emotion Recognition	81
Detecting Information Leakage Against Chinese Wall Policy Based on the Unfolding Technique of Colored Petri Nets	81
Effective Knowledge Dissemination Modeling and Regulation in Blended Learning Networks	79
Analysis of Public Sentiment on COVID-19 Mitigation Measures in Social Media in the United States Using Machine Learning	76
Consistency and Controversy Analysis in the Hype of Room-Temperature Superconductivity	76
Counteracting Popularity Bias in Multimedia Web API Recommendation	73
Visualizing Routes With AI-Discovered Street-View Patterns	73
Dynamic Dependence and Hedging of Stock Markets: Evidence From Time-Varying Copula With Asymmetric Markovian Models	72
Heterogeneous Graph Structure Learning for Experts Selection in Academic Evaluation	71

GILMRec: Graph Invariant Learning for Multimodal Recommendation	68
Defending Against Data Poisoning Attack in Federated Learning With Non-IID Data	68
Multidimensional Opinion Dynamics With Private Opinions and Heterogeneous Belief Systems on the Signed Social Networks	67
BMchain: Design of an Account-Driven and Regulatory-Friendly Stateless Layer-2 Blockchain	67
Multiknowledge and LLM-Inspired Heterogeneous Graph Neural Network for Fake News Detection	65
Modeling Group Opinion Evolution on Online Social Networks: A Gravitational Field Perspective	62
Toward Humanistic Algorithmic Management: An Evolutionary Game Between Online Labor Platforms and Workers	62
PFBL: Prototype-Based Fully Balanced Learning for Multimodal Fake News Detection	61
A Hybridized Stochastic SIR-Vasiček Model in Evaluating a Pandemic Emergency Financing Facility	61
IEEE Transactions on Computational Social Systems Information for Authors	60
Metaphors as Semantic Anchors: A Label-Constrained Contrastive Learning Approach for Chinese Text Classification	58
Automatic Depression Detection via Learning and Fusing Features From Visual Cues	58
Autoencoder-Based Feature Extraction for Identifying Hate Speech Spreaders in Social Media	58
Solving the Team Allocation Problem in Crowdsourcing via Group Multirole Assignment	58
Shilling Attacks and Fake Reviews Injection: Principles, Models, and Datasets	57
Do Sentence-Level Sentiment Interactions Matter? Sentiment Mixed Heterogeneous Network for Fake News Detection	56
PIANO: Influence Maximization Meets Deep Reinforcement Learning	56
CDHFL-HA: Collaborative Dynamic Hierarchical Federated Learning With Hypernetwork Aggregation for Sentimental Analysis	56
Influence of External Information on Large Language Models Mirrors Social Cognitive Patterns	55
Threshold-Based Value-Driven Method to Support Consensus Reaching in Multicriteria Group Sorting Problems: A Minimum Adjustment Perspective	55
Review of Advancements in Depression Detection Using Social Media Data	54
Speech Emotion Recognition via an Attentive Time–Frequency Neural Network	54
Hierarchical Progressive Network for Multimodal Medical Image Fusion in Healthcare Systems	53
Popularity-Aware and Diverse Web APIs Recommendation Based on Correlation Graph	53
Counterfactual Music Recommendation for Mitigating Popularity Bias	53
PsycoLLM: Enhancing LLM for Psychological Understanding and Evaluation	52
IEEE Transactions on Computational Social Systems Publication Information	51
CrowdDC: Ranking From Crowdsourced Paired Comparison With Divide-and-Conquer	51
Reconstructive Classification for Age and Gender Identification in Social Networks	50
IEEE Systems, Man, and Cybernetics Society Information	50
TDG-Mamba: Advanced Spatiotemporal Embedding for Temporal Dynamic Graph Learning via Bidirectional Information Propagation	48
Explainable BERT-LSTM Stacking for Sentiment Analysis of COVID-19 Vaccination	47
Dynamic Graph Convolutional Network With Spatiotemporal and Multiscale Feature Fusion for Multistep Traffic Flow Prediction	46
IEEE Systems, Man, and Cybernetics Society Information	46
Early Detection and Prevention of Malicious User Behavior on Twitter Using Deep Learning Techniques	45
Adaptive Collaboration With Training Plan Considering Role Correlation	45
A Comprehensive Multimodal Framework for Optimizing Social Media Hashtag Recommendations	45
A Literature Review on Detecting, Verifying, and Mitigating Online Misinformation	44
An Analysis of the Human Ability to Detect Deepfakes With Geopolitical Content	44
Neurofeedback System Over Frontal Alpha Asymmetry Modulates Fairness-Related Social Decision-Making	43
Few-Shot Medical Image Segmentation With Hierarchical Hypercorrelation Vision State-Space Model	43
From Deserts to Hubs: A Data-Driven Framework for Mapping Innovation Productivity in the U.S.	42
Early Success Prediction for Online Learners: A Semisupervised and Self-Training Approach	42
Reversibility of Impaired Functional Brain Networks in Classic Trigeminal Neuralgia After Surgery Treatment: A Longitudinal fMRI Study	42
Resilience of a Healthcare System: An Integrative Review	42
Sustainable COVID-19 Policy Responses With Urban Mobility Network Epidemic Models	41
Computational Aids on Mental Health: Revolutionizing Care in the Digital Age	41
Marginal Contribution-Based Personalized Consensus Analysis for Interval Fuzzy Group Decision Making	41
MLKT4Rec: Enhancing Exercise Recommendation Through Multitask Learning With Knowledge Tracing	41
Incentivizing Socio-Ethical Integrity in Decentralized Machine Learning Ecosystems for Collaborative Knowledge Sharing	41

Age Effects on Spatiotemporal Patterns in Functional Brain Networks Over the Human Adult Lifespan	40
LVBDS: A Lightweight Verifiable Blockchain Data System for Collaborative Learning in Cyber-Physical-Social Systems	40
Two-Stage Co-Optimization for Utility-Social Systems With Social-Aware P2P Trading	40
Offense as Defense: Efficient Detection of Backdoor Attacks With Adversarial Samples in Cyber-Physical Social Systems	40
Imperfect Vaccination Evolutionary Game Incorporating Individual Social Difference and Subjective Perception	39
Adversarial Learning-Based Sentiment Analysis for Socially Implemented IoMT Systems	39
A Diffusion Model for Multimessage Multidimensional Complex Game Based on Rumor and Anti-Rumor	39
Alleviating Nonidentifiability: A High-Fidelity Calibration Objective for Financial Market Simulation With Multivariate Time Series Data	39
Member-Augmented Group Recommendation With Multi-Interest Framework and Knowledge Graph Embeddings	39
OntoDSumm: Ontology-Based Tweet Summarization for Disaster Events	39
Core–Periphery Detection Based on Masked Bayesian Nonnegative Matrix Factorization	39
Leveraging Cooperative Learning Algorithms for Early Detection of Mental Health Issues Using Intelligence of Social Things Data	38
Exploring Implicit Sentiment Analysis Through Progressive Prompting Strategies	37
Moral Pressure and Judicial Response Behind Criminal Justice: A Quasinatural Experiment Based on Justifiable Self-Defense Trials in China	37
Generation and Detection of Sign Language Deepfakes: A Linguistic and Visual Analysis	37
Understanding the Use and Abuse of Social Media: Generalized Fake News Detection With a Multichannel Deep Neural Network	36
A Meta-Analysis of State-of-the-Art Automated Fake News Detection Methods	36
Simulating the Evacuation Process Involving Multitype Disabled Pedestrians	36
A Multimodal Framework for Depression Detection During COVID-19 via Harvesting Social Media	36
Advanced Pattern-Mining System for Fake News Analysis	36
Blockchain-Based Crypto Management for Reliable Real-Time Decision-Making	36
Social-Aware Learning-Based Online Energy Scheduling for 5G Integrated Smart Distribution Power Grid	35
A Salp Swarm Algorithm for Parallel Disassembly Line Balancing Considering Workers With Government Benefits	35
Agent-Based Campus Novel Coronavirus Infection and Control Simulation	35
A Local Spatial–Temporal Synchronous Network to Dynamic Gesture Recognition	35
A Learning-Embedded Attributed Petri Net to Optimize Student Learning in a Serious Game	35
TOFDS: A Two-Stage Task Execution Method for Fake News in Digital Twin-Empowered Socio-Cyber World	35
Deep-Learning-Based Drug Recommendation and ADR Detection Healthcare Model on Social Media	35
Temporal-Noise-Aware Neural Networks for Suicidal Ideation Prediction Using Physiological Data	35
Personalized Feedback Constraint-Driven Minimum-Relative-Cost Consensus in Group Decision-Making	35
Semisupervised Federated Learning for Temporal News Hyperpatism Detection	34
Unknown Inputs on Weighted Voting Systems With Feedforward-Feedback Control	34
Authorship Attribution of Microtext Using Capsule Networks	34
Location-Aware Web Service QoS Prediction via Deep Collaborative Filtering	34
Rough-Fuzzy Graph Learning Domain Adaptation for Fake News Detection	34
Collaborative Route Planning of Road Trips in Regional Central Cities of China: An Approach Based on E-CARGO Model	33
Robustness Verification of Swish Neural Networks Embedded in Autonomous Driving Systems	33
Heterogeneous Multimodal Multilabel Behavioral Context Recognition Using Wearable Sensors and Mobile Devices	33
A Heterogeneous Graph Neural Network With Attribute Enhancement and Structure-Aware Attention	33
PAMT: A Novel Propagation-Based Approach via Adaptive Similarity Mask for Node Classification	33
Linear Opinion Dynamics Model With Higher Order Interactions	33
Nuclear Pollution or Safe Discharge: Topic Evolution and Cognitive Analysis on Fukushima's Treated Radioactive Water	33
Federated Graph Augmentation for Semisupervised Node Classification	33
Privacy-Preserving Brain–Computer Interfaces: A Systematic Review	32
Using Multiplex Networks to Understand Physical–Digital Structural Consistency for Social Fintech Sustainable Development	32
Involution-Cooperation-Lying Flat Game on a Network-Structured Population in the Group Competition	32
Lasagne: A Suite of High-Profit Arbitrage Strategies for Blockchain-Based Decentralized Exchanges	32
A Robust Aggregation of Federated Large Language Models for Multimodal Knowledge Discovery in Computational Social Systems	32
IEEE Transactions on Computational Social Systems Society Information	31
Response Generation in Social Network With Topic and Emotion Constraints	31
IEEE Transactions on Computational Social Systems Publication Information	31
Referral Strategy Based on Social Network Incentive	31
SLoB: Suboptimal Load Balancing Scheduling in Local Heterogeneous GPU Clusters for Large Language Model Inference	31
Toward Multimodal Complaint Severity Detection From Social Media	31
Coordinate System Transformation Method for Comparing Different Types of Data in Different Dataset Using Singular Value Decomposition	31
Few-Shot Synthetic Online Transfer Learning for Cross-Site Neurological Disease Diagnosis	31
IEEE Transactions on Computational Social Systems Information for Authors	30
From Niche to Mainstream: Community Size and Engagement in Social Media Conversations	30
IEEE Systems, Man, and Cybernetics Society Information	30
IEEE Transactions on Computational Social Systems Information for Authors	30
Motives and Spread Pattern in Focus for Rumor Source Detection Using Class-Balanced Embedded MLP	30
Attack Risk Analysis in Data Anonymization in Internet of Things	29
Adversarial Backgrounds for Protecting Public Figures From DeepFake Misuse in Social Media Ecosystems	29
IEEE Transactions on Computational Social Systems Publication Information	29
FMQS: Enabling Fast Multimedia Data Queries in Edge Storage Systems	29
AGT-Net: It Takes Two to Tango in Long-Term Person Reidentification	29
Quasi Group Role Assignment With Role Awareness in Self-Service Spatiotemporal Crowdsourcing	28
Bitcoin Address Clustering Based on Change Address Improvement	28
Identifying Rising Stars via Supervised Machine Learning	28
ST2SNet: Spatial–Temporal Two-Layer Synchronous Network for Traffic Flow Prediction	28
How Social Attributes Affect the Movement Process of Subgroups When Facing a Static Obstacle	28
Linking Terrorist Network Structure to Lethality: Algorithms and Analysis of Al Qaeda and ISIS	28
A Platform Ecosystem Evolution Model With Service Dynamic Supply and Matching	27
Parameter Identification of Reaction-Diffusion Information Propagation Model Based on Optimal Control and Turing Pattern Theory	27
ComGRL: Comprehensive Graph Representation Learning From Local to Global Bridged by Mixup	27
Semilocal Average Shortest Path With Augmented Graph for Identifying Influential Nodes	27
Let’s Decipher the Origin: Towards Multimodal Aspect-Based Explainable Complaints in Finance	27
Multiagent Confrontation Method Based on Three-Party Dynamic Multistrategy Evolutionary Game	27
Tree-Structured Task Allocation for Audit Team With Sequential and Parallel Execution via E-CARGO Model	27
Understanding BRC-20: Hope or Hype	27

Energy-Social Manufacturing for Social Computing	27
Multilabel Emotion Tagging for Domain-Specific Texts	27
Vaccine Hesitancy Hotspots in Africa: An Insight From Geotagged Twitter Posts	27
Extended Features Based Random Vector Functional Link Network for Classification Problem	27
Adversarial Heterogeneous Graph Neural Network for Robust Recommendation	27
Enhance Rumor Controlling Algorithms Based on Boosting and Blocking Users in Social Networks	27
A Community-Based Centrality Measure for Identifying Key Nodes in Multilayer Networks	27
Knowledge Graph-Based Personalized Multitask Enhanced Recommendation	27
Employing Co-Learning to Evaluate the Explainability of Multimodal Sentiment Analysis	27
Incentive Mechanism Design Toward a Win–Win Situation for Generative Art Trainers and Artists	27
Emergence of Social Norms in Metanorms Game With High-Order Interaction Topology	27
A Node Classification-Based Multiobjective Evolutionary Algorithm for Community Detection in Complex Networks	27
A Survey of Crowdsensing and Privacy Protection in Digital City	27
Table of Contents	26
A Robust Maximum Fairness Consensus Model With Limited Cost Under the Uncertain Trust Relationships and Individual Weights	26
Federated Matrix Factorization Recommendation Based on Secret Sharing for Privacy Preserving	26
Predicting User Tipping in Online Social Networks With Temporal Graph Neural Networks	26
Hybrid Quantum-Classical Neural Network for Multimodal Multitask Sarcasm, Emotion, and Sentiment Analysis	26
End-to-End Visual Grounding Framework for Multimodal NER in Social Media Posts	26
A Novel Approach to Select High-Reward Data Items in Big Data Stream Based on Multiarmed Bandit	26
Task Partitioning and Scheduling Based on Stochastic Policy Gradient in Mobile Crowdsensing	26
Diffusion Generation-Based Federated Learning for Non-IID Defect Recognition	26
Ugan: Uncertainty-Guided Graph Augmentation Network for EEG Emotion Recognition	26
Integration of Neural Architecture Search With Fuzzy Deep Neural Network Model for Emotion AI in Public Health Emergencies	26
Governance of Social Welfare in Networked Markets	26
IEEE Systems, Man, and Cybernetics Society Information	26
Cognitive Computing for Brain–Computer Interface-Based Computational Social Digital Twins Systems	26
Real-Time Cloud-Based Patient-Centric Monitoring Using Computational Health Systems	26
Phishing Detection on Ethereum via Graph Neural Architecture Search of Transaction Subgraph	25
MSSA: Multispectral Semantic Alignment for Cross-Modality Infrared-RGB Person Reidentification	25
Unscrambling Customer Recommendations: A Novel LSTM Ensemble Approach in Airline Recommendation Prediction Using Online Reviews	25
Multistructure Graph Classification Method With Attention-Based Pooling	25
Maintenance Decision Support System for Multiple Units Based on High-Quality Knowledge Graphs	25
Supervised Attention Network for Arbitrary-Shaped Text Detection in Edge-Fainted Noisy Scene Images	25
TRIDENT: Temporal Reasoning and Detection of Emerging Network Threats	25
Mitigating Information Interruptions by COVID-19 Face Masks: A Three-Stage Speech Enhancement Scheme	25
Multiagent Reinforcement Learning Aided Multiobjective Evolutionary Algorithm With Local Higher-Order Information for Community Detection	25
Finite-Time Bounded Control for Multitime-Scale Production-Inventory Systems Under Inventory Inaccuracy	25
Debiased Sequential Recommendation by Separating Long-Term and Short-Term Interests	25
Identifying Key Nodes Based on Neighborhood Topology and Voting Mechanism in Complex Networks	25
Causal Reinforcement Learning in Iterated Prisoner’s Dilemma	25
Multidimensional Contextual Knowledge Inference Model for Sarcasm Detection	25
Hierarchical Group-Based Task Migration for Multiplex Networked Industrial Chains Under Hybrid Dynamic Environments	24
Multimodal Spatiotemporal Semisupervised Transformer Network for Video-Based Group-Level Emotion Recognition	24
Wasserstein Dependent Graph Attention Network for Collaborative Filtering With Uncertainty	24
RDGT-GAN: Robust Distribution Generalization of Transformers for COVID-19 Fake News Detection	24
Derivative Topic Dissemination Model Based on Multitopic Iterative Derivation and Social Psychology	24
Opposing Stance in Topic Evolution: A Case Analysis of Messi's Visit to Hong Kong	23
HateFusion: Harnessing Attention-Based Techniques for Enhanced Filtering and Detection of Implicit Hate Speech	23
A Hierarchical Federated Continual Learning Framework for Dynamic and Heterogeneous IoV	23
Vectorial-Opinion Dynamics With Familiarity Neighborhoods in Virtual Social Groups	23
E-OptEEG: A Hybrid Ensemble Metaheuristic Feature Optimization for EEG-Based Sentiment Analysis on Resource-Constrained Edge Devices	23
An Offline–Online Integration Approach for Security Traffic Patrolling With Frequency Constraints	23
SCB-DETR: Multiscale Deformable Transformers for Occlusion-Resilient Student Learning Behavior Detection in Smart Classroom	23
Personalized Product Description Generation With Gated Pointer-Generator Transformer	23
Community Detection and Hyperlink Prediction in Multilayer Hypergraphs	23
ER-C3D: Enhancing R-C3-D Network With Adaptive Shrinkage and Symmetrical Multiscale for Behavior Detection	23
Urban Region Profiling With Spatio-Temporal Graph Neural Networks	23
Tabular Learning-Based Traffic Event Prediction for Intelligent Social Transportation System	22
A Deep Learning Approach to Online Social Network Account Compromisation	22
An Evolutionary Guardrail Layout Design Framework for Crowd Control in Subway Stations	22
Improved SAC Algorithm for Solving the Interactive Hybrid Disassembly Line Balancing Problem Considering Multiskilled Workers	22
Adversarial Reinforcement Learning for Enhanced Decision-Making of Evacuation Guidance Robots in Intelligent Fire Scenarios	22
Dual-Hypergraph Based Symmetrical Self-Representation Learning for Cross-Domain Facial Expression Recognition	22
LiFoL: An Efficient Framework for Financial Distress Prediction in High-Dimensional Unbalanced Scenario	22
Evolutionary Game Model With Group Decision-Making in Signed Social Networks	22
A Weighted Stacking Ensemble Model With Sampling for Fake Reviews Detection	22
Time-Series Clustering for Determining Behavioral-Based Brand Loyalty of Users Across Social Media	22
Variations of Rotating Savings and Credit Associations for Community Development	22
Where to Go Next Day: Multiscale Spatial–Temporal Decoupled Model for Mid-Term Human Mobility Prediction	22
Modeling the Coupling Propagation of Information, Behavior, and Disease in Multilayer Heterogeneous Networks	22
IEEE Transactions on Computational Social Systems Information for Authors	21
Research on Label Propagation Algorithm of Community Structure Analysis in Complex Networks	21
VLOG: Vehicle Identity Verification Based on Local and Global Behavior Analysis	21
IEEE Systems, Man, and Cybernetics Society Information	21
Dense Graph Convolutional With Joint Cross-Attention Network for Multimodal Emotion Recognition	21
Framework to Study Migration Decisions Using Call Detail Record (CDR) Data	21
Information Dissemination Evolution Driven by Hierarchical Relationship	21
Refashioning Emotion Recognition Modeling: The Advent of Generalized Large Models	21
Handling Dual Skewness in Citywide Crime Prediction Using Personalized Graph Federated Learning	21
GEM-AI: A Generative AI Driven Zero-Shot Method for Group Emotion Recognition	20
Online Social Behaviors: Robust and Stable Features for Detecting Microblog Bots	20
Automatic Generation of Critical Audit Matters (CAMs) Using LSTM–MacBert-Based Dual-Stream Transfer Learning	20
Roll Call Vote Prediction With Graph Reconstruction and Attention-Based Pruning	20
Modeling the Contributions of Participator, Content, and Network to Topic Duration in Online Social Group	20
Effect of Network Structure and Committed Minority Placement in Promoting Social Diffusion	20
Differential Privacy and k-Anonymity-Based Privacy Preserving Data Publishing Scheme With Minimal Loss of Statistical Information	20
LandScope: Embodied Interaction and Situational Experience of Chinese Landscape Painting in VR-Based System	20
Information Disorder Amidst Crisis: A Case Study of COVID-19 in India	20
Deep Learning Approach for Social IoT and Mental Health Emotion Detection From Videos	20
Blockchain-Driven Privacy-Preserving Contact-Tracing Framework in Pandemics	20
Discriminative Adversarial Network Based on Spatial–Temporal–Graph Fusion for Motor Imagery Recognition	20
Cost-Effective Activity Control of Asymptomatic Carriers in Layered Temporal Social Networks	20
PEGSYS: A Portable and Easy-to-Operate Smart Screening and Grading System for Glaucoma	19
Nash Equilibrium Seeking for Hybrid Heterogeneous Euler–Lagrange Systems in Multicluster Games Under DoS Attacks: A Predefined-Time Approach	19