IEEE Transactions on Computational Social Systems

Article	Citations
Heterogeneous Graph Structure Learning for Experts Selection in Academic Evaluation	260
IEEE Transactions on Computational Social Systems Publication Information	200
Table of Contents	186
IEEE Transactions on Computational Social Systems Society Information	150
IEEE Transactions on Computational Social Systems Society Information	122
Table of Contents	119
Behavioral Model for Live Detection of Apps Based Attack	111
Autoencoder-Based Feature Extraction for Identifying Hate Speech Spreaders in Social Media	108
Dynamic Dependence and Hedging of Stock Markets: Evidence From Time-Varying Copula With Asymmetric Markovian Models	108
ReOP: Generating Transferable Fake Users for Recommendation Systems via Reverse Optimization	90
Detecting Information Leakage Against Chinese Wall Policy Based on the Unfolding Technique of Colored Petri Nets	87
Visualizing Routes With AI-Discovered Street-View Patterns	85
EAE-GAN: Emotion-Aware Emoji Generative Adversarial Network for Computational Modeling Diverse and Fine-Grained Human Emotions	84
Hierarchical Progressive Network for Multimodal Medical Image Fusion in Healthcare Systems	80
Counteracting Popularity Bias in Multimedia Web API Recommendation	80
Creating Healthier Living Environments: The Role of Soundscapes in Promoting Mental Health and Well-Being	77
A Hybridized Stochastic SIR-Vasiček Model in Evaluating a Pandemic Emergency Financing Facility	77
Integrated Timetable Rescheduling for Multidispatching Sections of High-Speed Railways During Large-Scale Disruptions	76
Influence of External Information on Large Language Models Mirrors Social Cognitive Patterns	74
Counterfactual Music Recommendation for Mitigating Popularity Bias	73
GAPLG: Graph Augmented With Pseudolabels Generation for Blockchain Anomaly Transaction Detection	70
Multiknowledge and LLM-Inspired Heterogeneous Graph Neural Network for Fake News Detection	69
Review of Advancements in Depression Detection Using Social Media Data	67
FedVCP: A Federated-Learning-Based Cooperative Positioning Scheme for Social Internet of Vehicles	67
GraphTAN: Temporal Attention Network for Learning Graph-Level Embedding	64

Modeling Group Opinion Evolution on Online Social Networks: A Gravitational Field Perspective	64
Defending Against Data Poisoning Attack in Federated Learning With Non-IID Data	64
Solving the Team Allocation Problem in Crowdsourcing via Group Multirole Assignment	62
Popularity-Aware and Diverse Web APIs Recommendation Based on Correlation Graph	60
PsycoLLM: Enhancing LLM for Psychological Understanding and Evaluation	59
Feature-Based Twitter Sentiment Analysis With Improved Negation Handling	58
Analysis of Public Sentiment on COVID-19 Mitigation Measures in Social Media in the United States Using Machine Learning	56
Speech Emotion Recognition via an Attentive Time–Frequency Neural Network	56
Reinforcement-Learning-Based Competitive Opinion Maximization Approach in Signed Social Networks	56
PFBL: Prototype-Based Fully Balanced Learning for Multimodal Fake News Detection	54
Zero-Shot Recognition for Healthcare Social Networks via Tensor-Based Vision-Semantic Manifold Alignment	54
A Short-Term Prediction Model at the Early Stage of the COVID-19 Pandemic Based on Multisource Urban Data	53
CDHFL-HA: Collaborative Dynamic Hierarchical Federated Learning With Hypernetwork Aggregation for Sentimental Analysis	52
Shilling Attacks and Fake Reviews Injection: Principles, Models, and Datasets	51
Automatic Depression Detection via Learning and Fusing Features From Visual Cues	51
Consistency and Controversy Analysis in the Hype of Room-Temperature Superconductivity	51
Metaphors as Semantic Anchors: A Label-Constrained Contrastive Learning Approach for Chinese Text Classification	50
Privacy-Preserving Blockchain-Based Federated Learning for Marine Internet of Things	50
PIANO: Influence Maximization Meets Deep Reinforcement Learning	50
Threshold-Based Value-Driven Method to Support Consensus Reaching in Multicriteria Group Sorting Problems: A Minimum Adjustment Perspective	49
Effective Knowledge Dissemination Modeling and Regulation in Blended Learning Networks	48
Do Sentence-Level Sentiment Interactions Matter? Sentiment Mixed Heterogeneous Network for Fake News Detection	46
IEEE Transactions on Computational Social Systems Publication Information	46
Resilience of a Healthcare System: An Integrative Review	46
IEEE Systems, Man, and Cybernetics Society Information	45
Using Multiplex Networks to Understand Physical–Digital Structural Consistency for Social Fintech Sustainable Development	44
Federated Graph Augmentation for Semisupervised Node Classification	43
Lasagne: A Suite of High-Profit Arbitrage Strategies for Blockchain-Based Decentralized Exchanges	43
Marginal Contribution-Based Personalized Consensus Analysis for Interval Fuzzy Group Decision Making	43
Alleviating Nonidentifiability: A High-Fidelity Calibration Objective for Financial Market Simulation With Multivariate Time Series Data	42
A Comprehensive Multimodal Framework for Optimizing Social Media Hashtag Recommendations	42
A Robust Aggregation of Federated Large Language Models for Multimodal Knowledge Discovery in Computational Social Systems	42
A Learning-Embedded Attributed Petri Net to Optimize Student Learning in a Serious Game	41
Adversarial Learning-Based Sentiment Analysis for Socially Implemented IoMT Systems	41
Early Detection and Prevention of Malicious User Behavior on Twitter Using Deep Learning Techniques	41
Imperfect Vaccination Evolutionary Game Incorporating Individual Social Difference and Subjective Perception	41
OntoDSumm: Ontology-Based Tweet Summarization for Disaster Events	41
A Local Spatial–Temporal Synchronous Network to Dynamic Gesture Recognition	41
MLKT4Rec: Enhancing Exercise Recommendation Through Multitask Learning With Knowledge Tracing	40
Two-Stage Co-Optimization for Utility-Social Systems With Social-Aware P2P Trading	40
Toward Multimodal Complaint Severity Detection From Social Media	40
Nuclear Pollution or Safe Discharge: Topic Evolution and Cognitive Analysis on Fukushima's Treated Radioactive Water	40
Unknown Inputs on Weighted Voting Systems With Feedforward-Feedback Control	39
TDG-Mamba: Advanced Spatiotemporal Embedding for Temporal Dynamic Graph Learning via Bidirectional Information Propagation	39
Involution-Cooperation-Lying Flat Game on a Network-Structured Population in the Group Competition	39
Computational Aids on Mental Health: Revolutionizing Care in the Digital Age	39
Age Effects on Spatiotemporal Patterns in Functional Brain Networks Over the Human Adult Lifespan	38
Reconstructive Classification for Age and Gender Identification in Social Networks	38
Advanced Pattern-Mining System for Fake News Analysis	38
Simulating the Evacuation Process Involving Multitype Disabled Pedestrians	38

CrowdDC: Ranking From Crowdsourced Paired Comparison With Divide-and-Conquer	38
A Salp Swarm Algorithm for Parallel Disassembly Line Balancing Considering Workers With Government Benefits	38
Incentivizing Socio-Ethical Integrity in Decentralized Machine Learning Ecosystems for Collaborative Knowledge Sharing	37
A Diffusion Model for Multimessage Multidimensional Complex Game Based on Rumor and Anti-Rumor	36
Authorship Attribution of Microtext Using Capsule Networks	35
IEEE Systems, Man, and Cybernetics Society Information	35
Sustainable COVID-19 Policy Responses With Urban Mobility Network Epidemic Models	35
Personalized Feedback Constraint-Driven Minimum-Relative-Cost Consensus in Group Decision-Making	35
Location-Aware Web Service QoS Prediction via Deep Collaborative Filtering	34
A Multimodal Framework for Depression Detection During COVID-19 via Harvesting Social Media	34
Deep-Learning-Based Drug Recommendation and ADR Detection Healthcare Model on Social Media	34
Prediction of Land Suitability for Crop Cultivation Based on Soil and Environmental Characteristics Using Modified Recursive Feature Elimination Technique With Various Classifiers	33
Semisupervised Federated Learning for Temporal News Hyperpatism Detection	33
Discovering Latent Topics of Digital Technologies From Venture Activities Using Structural Topic Modeling	33
Rough-Fuzzy Graph Learning Domain Adaptation for Fake News Detection	32
Collaborative Route Planning of Road Trips in Regional Central Cities of China: An Approach Based on E-CARGO Model	32
Agent-Based Campus Novel Coronavirus Infection and Control Simulation	32
A Literature Review on Detecting, Verifying, and Mitigating Online Misinformation	32
Temporal-Noise-Aware Neural Networks for Suicidal Ideation Prediction Using Physiological Data	32
Member-Augmented Group Recommendation With Multi-Interest Framework and Knowledge Graph Embeddings	32
Understanding the Use and Abuse of Social Media: Generalized Fake News Detection With a Multichannel Deep Neural Network	32
Explainable BERT-LSTM Stacking for Sentiment Analysis of COVID-19 Vaccination	31
Linear Opinion Dynamics Model With Higher Order Interactions	31
TOFDS: A Two-Stage Task Execution Method for Fake News in Digital Twin-Empowered Socio-Cyber World	31
Robustness Verification of Swish Neural Networks Embedded in Autonomous Driving Systems	31
Privacy-Preserving Brain–Computer Interfaces: A Systematic Review	31
Social-Aware Learning-Based Online Energy Scheduling for 5G Integrated Smart Distribution Power Grid	31
Adaptive Collaboration With Training Plan Considering Role Correlation	30
A Heterogeneous Graph Neural Network With Attribute Enhancement and Structure-Aware Attention	30
Blockchain-Based Crypto Management for Reliable Real-Time Decision-Making	30
Generation and Detection of Sign Language Deepfakes: A Linguistic and Visual Analysis	30
PAMT: A Novel Propagation-Based Approach via Adaptive Similarity Mask for Node Classification	30
Core–Periphery Detection Based on Masked Bayesian Nonnegative Matrix Factorization	30
Knowledge Graph-Based Personalized Multitask Enhanced Recommendation	29
Task Partitioning and Scheduling Based on Stochastic Policy Gradient in Mobile Crowdsensing	29
A Meta-Analysis of State-of-the-Art Automated Fake News Detection Methods	29
SLoB: Suboptimal Load Balancing Scheduling in Local Heterogeneous GPU Clusters for Large Language Model Inference	28
A Platform Ecosystem Evolution Model With Service Dynamic Supply and Matching	28
Few-Shot Synthetic Online Transfer Learning for Cross-Site Neurological Disease Diagnosis	28
IEEE Transactions on Computational Social Systems Society Information	28
Syntactically Coherent Text Augmentation for Sequence Classification	28
How Social Attributes Affect the Movement Process of Subgroups When Facing a Static Obstacle	28
Quasi Group Role Assignment With Role Awareness in Self-Service Spatiotemporal Crowdsourcing	28
Referral Strategy Based on Social Network Incentive	28
Semilocal Average Shortest Path With Augmented Graph for Identifying Influential Nodes	27
Ugan: Uncertainty-Guided Graph Augmentation Network for EEG Emotion Recognition	27
Hybrid Quantum-Classical Neural Network for Multimodal Multitask Sarcasm, Emotion, and Sentiment Analysis	27
Diffusion Generation-Based Federated Learning for Non-IID Defect Recognition	27
Attack Risk Analysis in Data Anonymization in Internet of Things	27
ST2SNet: Spatial–Temporal Two-Layer Synchronous Network for Traffic Flow Prediction	27
Energy-Social Manufacturing for Social Computing	27
IEEE Transactions on Computational Social Systems Publication Information	26
IEEE Transactions on Computational Social Systems Information for Authors	26
IEEE Transactions on Computational Social Systems Information for Authors	26
Extended Features Based Random Vector Functional Link Network for Classification Problem	26
IEEE Systems, Man, and Cybernetics Society Information	26
Incentive Mechanism Design Toward a Win–Win Situation for Generative Art Trainers and Artists	26
A Community-Based Centrality Measure for Identifying Key Nodes in Multilayer Networks	25
Vaccine Hesitancy Hotspots in Africa: An Insight From Geotagged Twitter Posts	25
Federated Matrix Factorization Recommendation Based on Secret Sharing for Privacy Preserving	25
Parameter Identification of Reaction-Diffusion Information Propagation Model Based on Optimal Control and Turing Pattern Theory	25
Identifying Rising Stars via Supervised Machine Learning	25
Multilabel Emotion Tagging for Domain-Specific Texts	25
Enhance Rumor Controlling Algorithms Based on Boosting and Blocking Users in Social Networks	25
Employing Co-Learning to Evaluate the Explainability of Multimodal Sentiment Analysis	25
Multiagent Confrontation Method Based on Three-Party Dynamic Multistrategy Evolutionary Game	25
Linking Terrorist Network Structure to Lethality: Algorithms and Analysis of Al Qaeda and ISIS	25
The Coevolution of Social Networks and Cognitive Dissonance	25
Understanding BRC-20: Hope or Hype	25
Response Generation in Social Network With Topic and Emotion Constraints	25
Coordinate System Transformation Method for Comparing Different Types of Data in Different Dataset Using Singular Value Decomposition	24
AGT-Net: It Takes Two to Tango in Long-Term Person Reidentification	24
Cognitive Computing for Brain–Computer Interface-Based Computational Social Digital Twins Systems	24
Emergence of Social Norms in Metanorms Game With High-Order Interaction Topology	24
Real-Time Cloud-Based Patient-Centric Monitoring Using Computational Health Systems	24
A Node Classification-Based Multiobjective Evolutionary Algorithm for Community Detection in Complex Networks	24
Bitcoin Address Clustering Based on Change Address Improvement	24
A Survey of Crowdsensing and Privacy Protection in Digital City	24
A New Hybrid VMD-ICSS-BiGRU Approach for Gold Futures Price Forecasting and Algorithmic Trading	24
Causal Reinforcement Learning in Iterated Prisoner’s Dilemma	23

Personalized Product Description Generation With Gated Pointer-Generator Transformer	23
LiFoL: An Efficient Framework for Financial Distress Prediction in High-Dimensional Unbalanced Scenario	23
Adversarial Heterogeneous Graph Neural Network for Robust Recommendation	23
Influence Maximization Through Scheduled Seeding in a Real-World Setting	23
Adversarial Reinforcement Learning for Enhanced Decision-Making of Evacuation Guidance Robots in Intelligent Fire Scenarios	23
Derivative Topic Dissemination Model Based on Multitopic Iterative Derivation and Social Psychology	22
End-to-End Visual Grounding Framework for Multimodal NER in Social Media Posts	22
MSSA: Multispectral Semantic Alignment for Cross-Modality Infrared-RGB Person Reidentification	22
An Upstream-Reciprocity-Based Strategy for Academic Social Networks Using Public Goods Game	22
Governance of Social Welfare in Networked Markets	22
Opposing Stance in Topic Evolution: A Case Analysis of Messi’s Visit to Hong Kong	22
ER-C3D: Enhancing R-C3-D Network With Adaptive Shrinkage and Symmetrical Multiscale for Behavior Detection	22
Supervised Attention Network for Arbitrary-Shaped Text Detection in Edge-Fainted Noisy Scene Images	22
A Robust Maximum Fairness Consensus Model With Limited Cost Under the Uncertain Trust Relationships and Individual Weights	22
An Evolutionary Guardrail Layout Design Framework for Crowd Control in Subway Stations	22
Analysis, Modeling, and Representation of COVID-19 Spread: A Case Study on India	22
Variations of Rotating Savings and Credit Associations for Community Development	21
Urban Region Profiling With Spatio-Temporal Graph Neural Networks	21
Social Prediction-Based Handover in Collaborative-Edge-Computing-Enabled Vehicular Networks	21
Debiased Sequential Recommendation by Separating Long-Term and Short-Term Interests	21
Evolutionary Game Model With Group Decision-Making in Signed Social Networks	21
Mitigating Information Interruptions by COVID-19 Face Masks: A Three-Stage Speech Enhancement Scheme	21
A Novel Approach to Select High-Reward Data Items in Big Data Stream Based on Multiarmed Bandit	21
Phishing Detection on Ethereum via Graph Neural Architecture Search of Transaction Subgraph	21
Table of Contents	21
Finite-Time Bounded Control for Multitime-Scale Production-Inventory Systems Under Inventory Inaccuracy	21
Vectorial-Opinion Dynamics With Familiarity Neighborhoods in Virtual Social Groups	20
Time-Series Clustering for Determining Behavioral-Based Brand Loyalty of Users Across Social Media	20
Tabular Learning-Based Traffic Event Prediction for Intelligent Social Transportation System	20
A Deep Learning Approach to Online Social Network Account Compromisation	20
Diversified and Scalable Service Recommendation With Accuracy Guarantee	20
HateFusion: Harnessing Attention-Based Techniques for Enhanced Filtering and Detection of Implicit Hate Speech	20
Modeling the Coupling Propagation of Information, Behavior, and Disease in Multilayer Heterogeneous Networks	20
Unscrambling Customer Recommendations: A Novel LSTM Ensemble Approach in Airline Recommendation Prediction Using Online Reviews	20
A Weighted Stacking Ensemble Model With Sampling for Fake Reviews Detection	20
Refashioning Emotion Recognition Modeling: The Advent of Generalized Large Models	19
RDGT-GAN: Robust Distribution Generalization of Transformers for COVID-19 Fake News Detection	19
Cost-Effective Activity Control of Asymptomatic Carriers in Layered Temporal Social Networks	19
Identifying Key Nodes Based on Neighborhood Topology and Voting Mechanism in Complex Networks	19
Wasserstein Dependent Graph Attention Network for Collaborative Filtering With Uncertainty	19
VLOG: Vehicle Identity Verification Based on Local and Global Behavior Analysis	19
An Offline–Online Integration Approach for Security Traffic Patrolling With Frequency Constraints	19
Dense Graph Convolutional With Joint Cross-Attention Network for Multimodal Emotion Recognition	19
Multistructure Graph Classification Method With Attention-Based Pooling	19
Modeling the Contributions of Participator, Content, and Network to Topic Duration in Online Social Group	18
Information Dissemination Evolution Driven by Hierarchical Relationship	18
Explainable AI in Deep Reinforcement Learning Models for Power System Emergency Control	18
Framework to Study Migration Decisions Using Call Detail Record (CDR) Data	18
Automatic Generation of Critical Audit Matters (CAMs) Using LSTM–MacBert-Based Dual-Stream Transfer Learning	18
Enforced Block Diagonal Graph Learning for Multikernel Clustering	18
IEEE Transactions on Computational Social Systems Information for Authors	18
AMIR: An Automated Misinformation Rebuttal System—A COVID-19 Vaccination Datasets-Based Exposition	18
Research on Label Propagation Algorithm of Community Structure Analysis in Complex Networks	18
Feature Graph Augmented Network Representation for Community Detection	17
A Deep Learning Approach for Semantic Analysis of COVID-19-Related Stigma on Social Media	17
Blockchain-Enabled Intelligent IoT Protocol for High-Performance and Secured Big Financial Data Transaction	17
START: A Spatiotemporal Autoregressive Transformer for Enhancing Crime Prediction Accuracy	17
RumorGraphXplainer: Do Structures Really Matter in Rumor Detection	17
BiCapsHate: Attention to the Linguistic Context of Hate via Bidirectional Capsules and Hatebase	17
Online Social Behaviors: Robust and Stable Features for Detecting Microblog Bots	17
Effect of Network Structure and Committed Minority Placement in Promoting Social Diffusion	17
Discovering Overlapping Communities in Dynamic Networks Based on Cascade Information Diffusion	17
Detecting Ethereum Ponzi Schemes Based on Improved LightGBM Algorithm	17
Multilevel Ownership Protection via Watermarking and Encryption	17
Differential Privacy and k-Anonymity-Based Privacy Preserving Data Publishing Scheme With Minimal Loss of Statistical Information	17
Information Disorder Amidst Crisis: A Case Study of COVID-19 in India	17
Understanding Public Opinion Toward the #StopAsianHate Movement and the Relation With Racially Motivated Hate Crimes in the US	17
Decentralized Gossip-Assisted Deep Learning Model Training for Resource-Constraint Edge Devices	17
Structure-Attribute-Based Social Network Deanonymization With Spectral Graph Partitioning	17
What Does Your Bio Say? Inferring Twitter Users’ Depression Status From Multimodal Profile Information Using Deep Learning	17
IEEE Systems, Man, and Cybernetics Society Information	17
Emergence of Fairness Behavior Driven by Reputation-Based Voluntary Participation in Evolutionary Dictator Games	17
Discriminative Adversarial Network Based on Spatial–Temporal–Graph Fusion for Motor Imagery Recognition	16
STIDNet: Identity-Aware Face Forgery Detection With Spatiotemporal Knowledge Distillation	16
Can Biases in Perceived Attitudes Explain Anti-Conformism?	16
Coupled Epidemic-Information Propagation With Stranding Mechanism on Multiplex Metapopulation Networks	16
Model-Agnostic Meta-Learning for Multilingual Hate Speech Detection	16
2021 Index IEEE Transactions on Computational Social Systems Vol. 8	16
Cryptocurrency in the Aftermath: Unveiling the Impact of the SVB Collapse	16
Agent-Based Model of Mass Campus Shooting: Comparing Hiding and Moving of Civilians	16
Blockchain-Driven Privacy-Preserving Contact-Tracing Framework in Pandemics	16
IEEE Transactions on Computational Social Systems Publication Information	16
Dark-Side Avoidance of Mobile Applications With Data Biases Elimination in Socio-Cyber World	16
Influence Spread in Location-Based Social Network: An Efficient Algorithm of Epidemic Controlling	16
A Clinical-Oriented Non-Severe Depression Diagnosis Method Based on Cognitive Behavior of Emotional Conflict	15
EMCRL: EM-Enhanced Negative Sampling Strategy for Contrastive Representation Learning	15
Time-Aware Attention-Based Gated Network for Credit Card Fraud Detection by Extracting Transactional Behaviors	15
Dual-Supervised Contrastive Learning for Bundle Recommendation	15
Loss Aversion Robust Optimization Model Under Distribution and Mean Return Ambiguity	15
REDGCN: Rating-Oriented Explicit Disentangling Graph Convolution Network for Review-Aware Recommendation	15
UBRMTC: User Behavior Recognition Model With Transaction Character	15
Optimized Weights for Heterogeneous Epidemic Spreading Networks: A Constrained Cooperative Coevolution Strategy	15
IEEE Systems, Man, and Cybernetics Society Information	15
Career Mobility Analysis With Uncertainty-Aware Graph Autoencoders: A Job Title Transition Perspective	15
Gray Uncertain Linguistic Multiattribute Group Decision Making Method Based on GCC-HCD	15