IEEE Transactions on Computational Social Systems

Article	Citations
Heterogeneous Graph Structure Learning for Experts Selection in Academic Evaluation	252
IEEE Transactions on Computational Social Systems Publication Information	184
Table of Contents	182
EAE-GAN: Emotion-Aware Emoji Generative Adversarial Network for Computational Modeling Diverse and Fine-Grained Human Emotions	145
IEEE Transactions on Computational Social Systems Society Information	110
IEEE Transactions on Computational Social Systems Society Information	106
Table of Contents	101
Shilling Attacks and Fake Reviews Injection: Principles, Models, and Datasets	96
Review of Advancements in Depression Detection Using Social Media Data	95
CDHFL-HA: Collaborative Dynamic Hierarchical Federated Learning With Hypernetwork Aggregation for Sentimental Analysis	83
Hierarchical Progressive Network for Multimodal Medical Image Fusion in Healthcare Systems	81
Dynamic Dependence and Hedging of Stock Markets: Evidence From Time-Varying Copula With Asymmetric Markovian Models	78
Behavioral Model for Live Detection of Apps Based Attack	78
A Short-Term Prediction Model at the Early Stage of the COVID-19 Pandemic Based on Multisource Urban Data	76
ReOP: Generating Transferable Fake Users for Recommendation Systems via Reverse Optimization	75
Autoencoder-Based Feature Extraction for Identifying Hate Speech Spreaders in Social Media	75
Analysis of Public Sentiment on COVID-19 Mitigation Measures in Social Media in the United States Using Machine Learning	71
Consistency and Controversy Analysis in the Hype of Room-Temperature Superconductivity	69
Detecting Information Leakage Against Chinese Wall Policy Based on the Unfolding Technique of Colored Petri Nets	68
Financial Advisor Recruitment: A Smart Crowdsourcing-Assisted Approach	68
Visualizing Routes With AI-Discovered Street-View Patterns	68
Solving the Team Allocation Problem in Crowdsourcing via Group Multirole Assignment	67
Integrated Timetable Rescheduling for Multidispatching Sections of High-Speed Railways During Large-Scale Disruptions	66
GraphTAN: Temporal Attention Network for Learning Graph-Level Embedding	65
Counteracting Popularity Bias in Multimedia Web API Recommendation	64

A Hybridized Stochastic SIR-Vasiček Model in Evaluating a Pandemic Emergency Financing Facility	59
Creating Healthier Living Environments: The Role of Soundscapes in Promoting Mental Health and Well-Being	56
Reinforcement-Learning-Based Competitive Opinion Maximization Approach in Signed Social Networks	55
Defending Against Data Poisoning Attack in Federated Learning With Non-IID Data	55
Counterfactual Music Recommendation for Mitigating Popularity Bias	54
GAPLG: Graph Augmented With Pseudolabels Generation for Blockchain Anomaly Transaction Detection	53
Multiknowledge and LLM-Inspired Heterogeneous Graph Neural Network for Fake News Detection	52
Feature-Based Twitter Sentiment Analysis With Improved Negation Handling	52
Influence of External Information on Large Language Models Mirrors Social Cognitive Patterns	52
FedVCP: A Federated-Learning-Based Cooperative Positioning Scheme for Social Internet of Vehicles	50
PIANO: Influence Maximization Meets Deep Reinforcement Learning	49
Popularity-Aware and Diverse Web APIs Recommendation Based on Correlation Graph	48
Modeling Group Opinion Evolution on Online Social Networks: A Gravitational Field Perspective	48
Speech Emotion Recognition via an Attentive Time–Frequency Neural Network	48
Do Sentence-Level Sentiment Interactions Matter? Sentiment Mixed Heterogeneous Network for Fake News Detection	48
PsycoLLM: Enhancing LLM for Psychological Understanding and Evaluation	48
Effective Knowledge Dissemination Modeling and Regulation in Blended Learning Networks	48
Privacy-Preserving Blockchain-Based Federated Learning for Marine Internet of Things	47
PFBL: Prototype-Based Fully Balanced Learning for Multimodal Fake News Detection	47
Automatic Depression Detection via Learning and Fusing Features From Visual Cues	47
Threshold-Based Value-Driven Method to Support Consensus Reaching in Multicriteria Group Sorting Problems: A Minimum Adjustment Perspective	47
IEEE Transactions on Computational Social Systems Publication Information	44
Resilience of a Healthcare System: An Integrative Review	44
IEEE Systems, Man, and Cybernetics Society Information	42
Using Multiplex Networks to Understand Physical–Digital Structural Consistency for Social Fintech Sustainable Development	41
Social-Aware Learning-Based Online Energy Scheduling for 5G Integrated Smart Distribution Power Grid	40
A Learning-Embedded Attributed Petri Net to Optimize Student Learning in a Serious Game	40
Marginal Contribution-Based Personalized Consensus Analysis for Interval Fuzzy Group Decision Making	40
Privacy-Preserving Brain–Computer Interfaces: A Systematic Review	39
Linear Opinion Dynamics Model With Higher Order Interactions	39
Prediction of Land Suitability for Crop Cultivation Based on Soil and Environmental Characteristics Using Modified Recursive Feature Elimination Technique With Various Classifiers	38
OntoDSumm: Ontology-Based Tweet Summarization for Disaster Events	38
A Local Spatial–Temporal Synchronous Network to Dynamic Gesture Recognition	38
Discovering Latent Topics of Digital Technologies From Venture Activities Using Structural Topic Modeling	38
Semisupervised Federated Learning for Temporal News Hyperpatism Detection	38
Adversarial Learning-Based Sentiment Analysis for Socially Implemented IoMT Systems	38
Nuclear Pollution or Safe Discharge: Topic Evolution and Cognitive Analysis on Fukushima's Treated Radioactive Water	37
Core–Periphery Detection Based on Masked Bayesian Nonnegative Matrix Factorization	37
Collaborative Route Planning of Road Trips in Regional Central Cities of China: An Approach Based on E-CARGO Model	37
PAMT: A Novel Propagation-Based Approach via Adaptive Similarity Mask for Node Classification	37
Deep-Learning-Based Drug Recommendation and ADR Detection Healthcare Model on Social Media	37
Computational Aids on Mental Health: Revolutionizing Care in the Digital Age	36
MLKT4Rec: Enhancing Exercise Recommendation Through Multitask Learning With Knowledge Tracing	36
A Comprehensive Multimodal Framework for Optimizing Social Media Hashtag Recommendations	36
Toward Multimodal Complaint Severity Detection From Social Media	36
TDG-Mamba: Advanced Spatiotemporal Embedding for Temporal Dynamic Graph Learning via Bidirectional Information Propagation	35
Two-Stage Co-Optimization for Utility-Social Systems With Social-Aware P2P Trading	35
Unknown Inputs on Weighted Voting Systems With Feedforward-Feedback Control	34
Blockchain-Based Crypto Management for Reliable Real-Time Decision-Making	33
Agent-Based Campus Novel Coronavirus Infection and Control Simulation	33

Adaptive Collaboration With Training Plan Considering Role Correlation	33
A Multimodal Framework for Depression Detection During COVID-19 via Harvesting Social Media	33
A Salp Swarm Algorithm for Parallel Disassembly Line Balancing Considering Workers With Government Benefits	32
Age Effects on Spatiotemporal Patterns in Functional Brain Networks Over the Human Adult Lifespan	32
Advanced Pattern-Mining System for Fake News Analysis	32
Member-Augmented Group Recommendation With Multi-Interest Framework and Knowledge Graph Embeddings	32
CrowdDC: Ranking From Crowdsourced Paired Comparison With Divide-and-Conquer	32
Involution-Cooperation-Lying Flat Game on a Network-Structured Population in the Group Competition	32
Simulating the Evacuation Process Involving Multitype Disabled Pedestrians	31
A Meta-Analysis of State-of-the-Art Automated Fake News Detection Methods	31
Reconstructive Classification for Age and Gender Identification in Social Networks	31
Early Detection and Prevention of Malicious User Behavior on Twitter Using Deep Learning Techniques	30
Rough-Fuzzy Graph Learning Domain Adaptation for Fake News Detection	30
TOFDS: A Two-Stage Task Execution Method for Fake News in Digital Twin-Empowered Socio-Cyber World	30
A Diffusion Model for Multimessage Multidimensional Complex Game Based on Rumor and Anti-Rumor	30
Imperfect Vaccination Evolutionary Game Incorporating Individual Social Difference and Subjective Perception	30
Incentivizing Socio-Ethical Integrity in Decentralized Machine Learning Ecosystems for Collaborative Knowledge Sharing	30
Temporal-Noise-Aware Neural Networks for Suicidal Ideation Prediction Using Physiological Data	29
IEEE Systems, Man, and Cybernetics Society Information	29
Personalized Feedback Constraint-Driven Minimum-Relative-Cost Consensus in Group Decision-Making	29
Location-Aware Web Service QoS Prediction via Deep Collaborative Filtering	28
Authorship Attribution of Microtext Using Capsule Networks	28
Understanding the Use and Abuse of Social Media: Generalized Fake News Detection With a Multichannel Deep Neural Network	28
Energy-Social Manufacturing for Social Computing	28
Federated Graph Augmentation for Semisupervised Node Classification	28
A Literature Review on Detecting, Verifying, and Mitigating Online Misinformation	28
Explainable BERT-LSTM Stacking for Sentiment Analysis of COVID-19 Vaccination	28
Employing Co-Learning to Evaluate the Explainability of Multimodal Sentiment Analysis	28
Social Signal-Driven Knowledge Automation: A Focus on Social Transportation	28
Sustainable COVID-19 Policy Responses With Urban Mobility Network Epidemic Models	28
A Heterogeneous Graph Neural Network With Attribute Enhancement and Structure-Aware Attention	28
Robustness Verification of Swish Neural Networks Embedded in Autonomous Driving Systems	28
Task Partitioning and Scheduling Based on Stochastic Policy Gradient in Mobile Crowdsensing	27
Syntactically Coherent Text Augmentation for Sequence Classification	27
Knowledge Graph-Based Personalized Multitask Enhanced Recommendation	27
Referral Strategy Based on Social Network Incentive	27
Response Generation in Social Network With Topic and Emotion Constraints	27
Identifying Rising Stars via Supervised Machine Learning	27
Few-Shot Synthetic Online Transfer Learning for Cross-Site Neurological Disease Diagnosis	27
The Coevolution of Social Networks and Cognitive Dissonance	26
Quasi Group Role Assignment With Role Awareness in Self-Service Spatiotemporal Crowdsourcing	26
Enhance Rumor Controlling Algorithms Based on Boosting and Blocking Users in Social Networks	26
SLoB: Suboptimal Load Balancing Scheduling in Local Heterogeneous GPU Clusters for Large Language Model Inference	26
Multilabel Emotion Tagging for Domain-Specific Texts	26
A Node Classification-Based Multiobjective Evolutionary Algorithm for Community Detection in Complex Networks	26
How Social Attributes Affect the Movement Process of Subgroups When Facing a Static Obstacle	26
IEEE Transactions on Computational Social Systems Society Information	26
A Platform Ecosystem Evolution Model With Service Dynamic Supply and Matching	26
Cognitive Computing for Brain–Computer Interface-Based Computational Social Digital Twins Systems	25
Attack Risk Analysis in Data Anonymization in Internet of Things	25
Emergence of Social Norms in Metanorms Game With High-Order Interaction Topology	25
Semilocal Average Shortest Path With Augmented Graph for Identifying Influential Nodes	25
A Community-Based Centrality Measure for Identifying Key Nodes in Multilayer Networks	25
Real-Time Cloud-Based Patient-Centric Monitoring Using Computational Health Systems	25
Ugan: Uncertainty-Guided Graph Augmentation Network for EEG Emotion Recognition	25
Hybrid Quantum-Classical Neural Network for Multimodal Multitask Sarcasm, Emotion, and Sentiment Analysis	25
Federated Matrix Factorization Recommendation Based on Secret Sharing for Privacy Preserving	24
IEEE Transactions on Computational Social Systems Information for Authors	24
Linking Terrorist Network Structure to Lethality: Algorithms and Analysis of Al Qaeda and ISIS	24
IEEE Transactions on Computational Social Systems Publication Information	24
Incentive Mechanism Design Toward a Win–Win Situation for Generative Art Trainers and Artists	24
Parameter Identification of Reaction-Diffusion Information Propagation Model Based on Optimal Control and Turing Pattern Theory	24
A Survey of Crowdsensing and Privacy Protection in Digital City	24
IEEE Systems, Man, and Cybernetics Society Information	24
Extended Features Based Random Vector Functional Link Network for Classification Problem	24
Bitcoin Address Clustering Based on Change Address Improvement	23
Vaccine Hesitancy Hotspots in Africa: An Insight From Geotagged Twitter Posts	23
IEEE Transactions on Computational Social Systems Information for Authors	23
Adversarial Reinforcement Learning for Enhanced Decision-Making of Evacuation Guidance Robots in Intelligent Fire Scenarios	22
Adversarial Heterogeneous Graph Neural Network for Robust Recommendation	22
Derivative Topic Dissemination Model Based on Multitopic Iterative Derivation and Social Psychology	22
Supervised Attention Network for Arbitrary-Shaped Text Detection in Edge-Fainted Noisy Scene Images	22
Multiagent Confrontation Method Based on Three-Party Dynamic Multistrategy Evolutionary Game	22
Personalized Product Description Generation With Gated Pointer-Generator Transformer	22
Causal Reinforcement Learning in Iterated Prisoner’s Dilemma	22
LiFoL: An Efficient Framework for Financial Distress Prediction in High-Dimensional Unbalanced Scenario	22
A New Hybrid VMD-ICSS-BiGRU Approach for Gold Futures Price Forecasting and Algorithmic Trading	22
Mitigating Information Interruptions by COVID-19 Face Masks: A Three-Stage Speech Enhancement Scheme	22
Influence Maximization Through Scheduled Seeding in a Real-World Setting	22
Modeling the Coupling Propagation of Information, Behavior, and Disease in Multilayer Heterogeneous Networks	21

Finite-Time Bounded Control for Multitime-Scale Production-Inventory Systems Under Inventory Inaccuracy	21
Governance of Social Welfare in Networked Markets	21
An Upstream-Reciprocity-Based Strategy for Academic Social Networks Using Public Goods Game	21
MSSA: Multispectral Semantic Alignment for Cross-Modality Infrared-RGB Person Reidentification	21
Wasserstein Dependent Graph Attention Network for Collaborative Filtering With Uncertainty	21
A Robust Maximum Fairness Consensus Model With Limited Cost Under the Uncertain Trust Relationships and Individual Weights	21
An Evolutionary Guardrail Layout Design Framework for Crowd Control in Subway Stations	21
End-to-End Visual Grounding Framework for Multimodal NER in Social Media Posts	21
Opposing Stance in Topic Evolution: A Case Analysis of Messi’s Visit to Hong Kong	21
A Deep Learning Approach to Online Social Network Account Compromisation	21
A Novel Approach to Select High-Reward Data Items in Big Data Stream Based on Multiarmed Bandit	21
Tabular Learning-Based Traffic Event Prediction for Intelligent Social Transportation System	20
Multistructure Graph Classification Method With Attention-Based Pooling	20
ER-C3D: Enhancing R-C3-D Network With Adaptive Shrinkage and Symmetrical Multiscale for Behavior Detection	20
An Offline–Online Integration Approach for Security Traffic Patrolling With Frequency Constraints	20
Analysis, Modeling, and Representation of COVID-19 Spread: A Case Study on India	20
HateFusion: Harnessing Attention-Based Techniques for Enhanced Filtering and Detection of Implicit Hate Speech	20
A Weighted Stacking Ensemble Model With Sampling for Fake Reviews Detection	19
Evolutionary Game Model With Group Decision-Making in Signed Social Networks	19
Refashioning Emotion Recognition Modeling: The Advent of Generalized Large Models	19
Variations of Rotating Savings and Credit Associations for Community Development	19
Social Prediction-Based Handover in Collaborative-Edge-Computing-Enabled Vehicular Networks	19
Urban Region Profiling With Spatio-Temporal Graph Neural Networks	19
Debiased Sequential Recommendation by Separating Long-Term and Short-Term Interests	19
Diversified and Scalable Service Recommendation With Accuracy Guarantee	19
Effect of Network Structure and Committed Minority Placement in Promoting Social Diffusion	18
Vectorial-Opinion Dynamics With Familiarity Neighborhoods in Virtual Social Groups	18
Unscrambling Customer Recommendations: A Novel LSTM Ensemble Approach in Airline Recommendation Prediction Using Online Reviews	18
RDGT-GAN: Robust Distribution Generalization of Transformers for COVID-19 Fake News Detection	18
Time-Series Clustering for Determining Behavioral-Based Brand Loyalty of Users Across Social Media	18
Dense Graph Convolutional With Joint Cross-Attention Network for Multimodal Emotion Recognition	18
Decentralized Gossip-Assisted Deep Learning Model Training for Resource-Constraint Edge Devices	17
Modeling the Contributions of Participator, Content, and Network to Topic Duration in Online Social Group	17
Community Hiding by Link Perturbation in Social Networks	17
Research on Label Propagation Algorithm of Community Structure Analysis in Complex Networks	17
Blockchain-Driven Privacy-Preserving Contact-Tracing Framework in Pandemics	17
Cost-Effective Activity Control of Asymptomatic Carriers in Layered Temporal Social Networks	17
Framework to Study Migration Decisions Using Call Detail Record (CDR) Data	17
Information Dissemination Evolution Driven by Hierarchical Relationship	17
AMIR: An Automated Misinformation Rebuttal System—A COVID-19 Vaccination Datasets-Based Exposition	17
Enforced Block Diagonal Graph Learning for Multikernel Clustering	17
BiCapsHate: Attention to the Linguistic Context of Hate via Bidirectional Capsules and Hatebase	17
VLOG: Vehicle Identity Verification Based on Local and Global Behavior Analysis	17
Automatic Generation of Critical Audit Matters (CAMs) Using LSTM–MacBert-Based Dual-Stream Transfer Learning	17
IEEE Transactions on Computational Social Systems Information for Authors	17
What Does Your Bio Say? Inferring Twitter Users’ Depression Status From Multimodal Profile Information Using Deep Learning	16
Information Disorder Amidst Crisis: A Case Study of COVID-19 in India	16
Multilevel Ownership Protection via Watermarking and Encryption	16
Blockchain-Enabled Intelligent IoT Protocol for High-Performance and Secured Big Financial Data Transaction	16
Structure-Attribute-Based Social Network Deanonymization With Spectral Graph Partitioning	16
Emergence of Fairness Behavior Driven by Reputation-Based Voluntary Participation in Evolutionary Dictator Games	16
Differential Privacy and k-Anonymity-Based Privacy Preserving Data Publishing Scheme With Minimal Loss of Statistical Information	16
Model-Agnostic Meta-Learning for Multilingual Hate Speech Detection	16
IEEE Systems, Man, and Cybernetics Society Information	16
START: A Spatiotemporal Autoregressive Transformer for Enhancing Crime Prediction Accuracy	16
Understanding Public Opinion Toward the #StopAsianHate Movement and the Relation With Racially Motivated Hate Crimes in the US	16
Detecting Ethereum Ponzi Schemes Based on Improved LightGBM Algorithm	16
Online Social Behaviors: Robust and Stable Features for Detecting Microblog Bots	15
A Deep Learning Approach for Semantic Analysis of COVID-19-Related Stigma on Social Media	15
Career Mobility Analysis With Uncertainty-Aware Graph Autoencoders: A Job Title Transition Perspective	15
Feature Graph Augmented Network Representation for Community Detection	15
Explainable AI in Deep Reinforcement Learning Models for Power System Emergency Control	15
2021 Index IEEE Transactions on Computational Social Systems Vol. 8	15
RumorGraphXplainer: Do Structures Really Matter in Rumor Detection	15
Discriminative Adversarial Network Based on Spatial-Temporal-Graph Fusion for Motor Imagery Recognition	15
Discovering Overlapping Communities in Dynamic Networks Based on Cascade Information Diffusion	15
Cryptocurrency in the Aftermath: Unveiling the Impact of the SVB Collapse	14
Agent-Based Model of Mass Campus Shooting: Comparing Hiding and Moving of Civilians	14
Seed Investment Bounds for Viral Marketing Under Generalized Diffusion and Selection Guidance	14
REDGCN: Rating-Oriented Explicit Disentangling Graph Convolution Network for Review-Aware Recommendation	14
Dual-Supervised Contrastive Learning for Bundle Recommendation	14
Dark-Side Avoidance of Mobile Applications With Data Biases Elimination in Socio-Cyber World	14
STIDNet: Identity-Aware Face Forgery Detection With Spatiotemporal Knowledge Distillation	14
Equilibrium Means Equity? An E-CARGO Perspective on the Golden Mean Principle	14
The Impact of Mobility and Interventions on the Spread of Diseases	14
Optimized Weights for Heterogeneous Epidemic Spreading Networks: A Constrained Cooperative Coevolution Strategy	14
Can Biases in Perceived Attitudes Explain Anti-Conformism?	14
FIND: Privacy-Enhanced Federated Learning for Intelligent Fake News Detection	14
EMCRL: EM-Enhanced Negative Sampling Strategy for Contrastive Representation Learning	14
GUARDIAN: A Hardware-Assisted Distributed Framework to Enhance Deep Learning Security	14
IEEE Transactions on Computational Social Systems Publication Information	14
Two-Stage Distributionally Robust Minimum Cost Consensus Modeling With Loss Aversion	13
An Overlapping Community Detection Approach Based on Deepwalk and Improved Label Propagation	13
In Your Eyes: Modality Disentangling for Personality Analysis in Short Video	13
Coupled Epidemic-Information Propagation With Stranding Mechanism on Multiplex Metapopulation Networks	13
Time-Aware Attention-Based Gated Network for Credit Card Fraud Detection by Extracting Transactional Behaviors	13
FedSC: Game-Theoretic Design of Sustainable Contracts for Unreliable Federated Edge Learning	13
Influence Spread in Location-Based Social Network: An Efficient Algorithm of Epidemic Controlling	13
A Clinical-Oriented Non-Severe Depression Diagnosis Method Based on Cognitive Behavior of Emotional Conflict	13
Large-Scale Traffic Prediction With Hierarchical Hypergraph Message Passing Networks	13
Return to Dilemma: A Novel Block Withholding Attack on PoW-Based Blockchains	13
Multimodal Depression Detection Based on Self-Attention Network With Facial Expression and Pupil	13
OptNet-Fake: Fake News Detection in Socio-Cyber Platforms Using Grasshopper Optimization and Deep Neural Network	13
Hybrid Nature-Inspired Optimization and Encryption-Based Watermarking for E-Healthcare	13
Federated Learning and Blockchain-Enabled Fog-IoT Platform for Wearables in Predictive Healthcare	13