IEEE Transactions on Computational Social Systems

Article	Citations
COVIDSenti: A Large-Scale Benchmark Twitter Data Set for COVID-19 Sentiment Analysis	190
Deep Correlation Mining Based on Hierarchical Hybrid Networks for Heterogeneous Big Data Recommendations	154
MetaSocieties in Metaverse: MetaEconomics and MetaManagement for MetaEnterprises and MetaCities	141
Robust Collaborative Filtering Recommendation With User-Item-Trust Records	107
Suicidal Ideation Detection: A Review of Machine Learning Methods and Applications	99
Movie Recommendation System Using Sentiment Analysis From Microblogging Data	97
Aspect-Based Sentiment Analysis: A Survey of Deep Learning Methods	92
WELFake: Word Embedding Over Linguistic Features for Fake News Detection	91
Defensive Modeling of Fake News Through Online Social Networks	84
Measuring and Computing Cognitive Statuses of Construction Workers Based on Electroencephalogram: A Critical Review	77
Security and Trust in Blockchains: Architecture, Key Technologies, and Open Issues	74
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	69
Digital Twin Empowered Content Caching in Social-Aware Vehicular Edge Networks	65
Walrasian Equilibrium-Based Multiobjective Optimization for Task Allocation in Mobile Crowdsourcing	63
A Hybrid Probabilistic Multiobjective Evolutionary Algorithm for Commercial Recommendation Systems	60
Intrusion Detection for Secure Social Internet of Things Based on Collaborative Edge Computing: A Generative Adversarial Network-Based Approach	58
Depression Intensity Estimation via Social Media: A Deep Learning Approach	57
Improved TrAdaBoost and its Application to Transaction Fraud Detection	53
Popularity-Aware and Diverse Web APIs Recommendation Based on Correlation Graph	53
Heterogeneous Network Representation Learning Approach for Ethereum Identity Identification	52
Real-Time Cloud-Based Patient-Centric Monitoring Using Computational Health Systems	52
Detecting Community Depression Dynamics Due to COVID-19 Pandemic in Australia	51
Multi-Source Domain Transfer Discriminative Dictionary Learning Modeling for Electroencephalogram-Based Emotion Recognition	50
Two-Phase Multidocument Summarization Through Content-Attention-Based Subtopic Detection	48
Sentiment Analysis of Lockdown in India During COVID-19: A Case Study on Twitter	48

Cloud/Edge Computing Resource Allocation and Pricing for Mobile Blockchain: An Iterative Greedy and Search Approach	47
Personality-Aware Product Recommendation System Based on User Interests Mining and Metapath Discovery	47
Autonomous Behavioral Decision for Vehicular Agents Based on Cyber-Physical Social Intelligence	46
Hierarchical Federated Learning With Social Context Clustering-Based Participant Selection for Internet of Medical Things Applications	45
Docschain: Blockchain-Based IoT Solution for Verification of Degree Documents	44
A Graph-Based Socioeconomic Analysis of Steemit	44
Hierarchical Domain Adaptation Projective Dictionary Pair Learning Model for EEG Classification in IoMT Systems	43
Comparative Analysis of Feature Selection Algorithms for Computational Personality Prediction From Social Media	43
T-BERTSum: Topic-Aware Text Summarization Based on BERT	42
FedVCP: A Federated-Learning-Based Cooperative Positioning Scheme for Social Internet of Vehicles	42
A Survey of Community Detection in Complex Networks Using Nonnegative Matrix Factorization	42
A Clinical-Oriented Non-Severe Depression Diagnosis Method Based on Cognitive Behavior of Emotional Conflict	42
Two-Path Deep Semisupervised Learning for Timely Fake News Detection	42
Information-Utilization-Method-Assisted Multimodal Multiobjective Optimization and Application to Credit Card Fraud Detection	39
CogEmoNet: A Cognitive-Feature-Augmented Driver Emotion Recognition Model for Smart Cockpit	39
Hybrid Neural Network for Sina Weibo Sentiment Analysis	38
Influence-Based Community Partition With Sandwich Method for Social Networks	37
DeSci Based on Web3 and DAO: A Comprehensive Overview and Reference Model	37
Detection of Malicious Social Bots Using Learning Automata With URL Features in Twitter Network	37
Multiobjective U-Shaped Disassembly Line Balancing Problem Considering Human Fatigue Index and an Efficient Solution	37
InfusedHeart: A Novel Knowledge-Infused Learning Framework for Diagnosis of Cardiovascular Events	35
A Knowledge-Driven Anomaly Detection Framework for Social Production System	34
Enhanced Subspace Distribution Matching for Fast Visual Domain Adaptation	34
Collaborative Edge Computing With FPGA-Based CNN Accelerators for Energy-Efficient and Time-Aware Face Tracking System	34
A New Hybrid VMD-ICSS-BiGRU Approach for Gold Futures Price Forecasting and Algorithmic Trading	33
Blockchain-Based Knowledge Automation for CPSS-Oriented Parallel Management	33
Automated Disaster Monitoring From Social Media Posts Using AI-Based Location Intelligence and Sentiment Analysis	33
Diversified and Scalable Service Recommendation With Accuracy Guarantee	32
A Community Detection Method for Social Network Based on Community Embedding	32
Joint Optimization of Task Offloading and Resource Allocation Based on Differential Privacy in Vehicular Edge Computing	32
A Blockchain-Based Mutual Authentication Scheme for Collaborative Edge Computing	32
Automatic Bug Triage in Software Systems Using Graph Neighborhood Relations for Feature Augmentation	31
Patient Flow Modeling and Optimal Staffing for Emergency Departments: A Petri Net Approach	31
P3: Privacy-Preserving Scheme Against Poisoning Attacks in Mobile-Edge Computing	31
COVID-19 Patient Count Prediction Using LSTM	31
Explainable AI in Deep Reinforcement Learning Models for Power System Emergency Control	31
Blockchain-Based Two-Stage Federated Learning With Non-IID Data in IoMT System	30
Activity Minimization of Misinformation Influence in Online Social Networks	30
A Security- and Privacy-Preserving Approach Based on Data Disturbance for Collaborative Edge Computing in Social IoT Systems	30
Identifying and Analyzing Cryptocurrency Manipulations in Social Media	29
Advanced Machine Learning on Cognitive Computing for Human Behavior Analysis	29
Computational Social Simulation With E-CARGO: Comparison Between Collectivism and Individualism	29
Fuzzy Intelligence Learning Based on Bounded Rationality in IoMT Systems: A Case Study in Parkinson’s Disease	28
Detecting Ethereum Ponzi Schemes Based on Improved LightGBM Algorithm	28
BERT-Caps: A Transformer-Based Capsule Network for Tweet Act Classification	28
Depression Detection From Social Networks Data Based on Machine Learning and Deep Learning Techniques: An Interrogative Survey	28
Specification Patterns of Service-Based Applications Using Blockchain Technology	27
Serverless Blockchain-Enabled Architecture for IoT Societal Applications	27
Time-Aware Attention-Based Gated Network for Credit Card Fraud Detection by Extracting Transactional Behaviors	27
The Joint Method of Triple Attention and Novel Loss Function for Entity Relation Extraction in Small Data-Driven Computational Social Systems	27

ChatGPT for Computational Social Systems: From Conversational Applications to Human-Oriented Operating Systems	26
Hybrid Nature-Inspired Optimization and Encryption-Based Watermarking for E-Healthcare	26
Social Phenomena and Fog Computing Networks: A Novel Perspective for Future Networks	26
An Efficient Signature Scheme Based on Mobile Edge Computing in the NDN-IoT Environment	26
Link Prediction Adversarial Attack Via Iterative Gradient Attack	26
Deep Representation Learning for Location-Based Recommendation	25
Detecting Group Shilling Attacks in Online Recommender Systems Based on Bisecting K-Means Clustering	25
Explainable Machine Learning for Data Extraction Across Computational Social System	24
Information Granulation-Based Community Detection for Social Networks	24
Data-Driven Decision-Making in COVID-19 Response: A Survey	24
Parallel Ecology for Intelligent and Smart Cyber–Physical–Social Systems	24
Hide and Seek: Outwitting Community Detection Algorithms	24
Maintaining Social Distancing in Pandemic Using Smartphones With Acoustic Waves	24
Structural Hole Theory in Social Network Analysis: A Review	23
Attention-Based Multidimensional Deep Learning Approach for Cross-Architecture IoMT Malware Detection and Classification in Healthcare Cyber-Physical Systems	23
A DRL-Based Service Offloading Approach Using DAG for Edge Computational Orchestration	23
Location-Aware Service Recommendations With Privacy-Preservation in the Internet of Things	22
Threshold-Based Value-Driven Method to Support Consensus Reaching in Multicriteria Group Sorting Problems: A Minimum Adjustment Perspective	22
Transfer Model Collaborating Metric Learning and Dictionary Learning for Cross-Domain Facial Expression Recognition	22
Ensemble Hybrid Learning Methods for Automated Depression Detection	22
Evolution of Ethereum Transaction Relationships: Toward Understanding Global Driving Factors From Microscopic Patterns	22
Community Hiding by Link Perturbation in Social Networks	22
Optimal Block Withholding Strategies for Blockchain Mining Pools	22
A Comparative Study of Opinion Summarization Techniques	22
Detecting Outlier Patterns With Query-Based Artificially Generated Searching Conditions	22
An Overview of Correlation-Filter-Based Object Tracking	21
A Scalable Platform to Collect, Store, Visualize, and Analyze Big Data in Real Time	21
A New Method of Fuzzy Multicriteria Routing in Vehicle Ad Hoc Network	21
Multiscale Evolutionary Perturbation Attack on Community Detection	21
Alzheimer's Disease Diagnosis via Intuitionistic Fuzzy Random Vector Functional Link Network	20
Privacy-Preserving Brain–Computer Interfaces: A Systematic Review	20
Dynamical SEIR Model With Information Entropy Using COVID-19 as a Case Study	20
Privacy-Preserving Blockchain-Based Federated Learning for Marine Internet of Things	20
SaTYa: Trusted Bi-LSTM-Based Fake News Classification Scheme for Smart Community	20
Prediction of Land Suitability for Crop Cultivation Based on Soil and Environmental Characteristics Using Modified Recursive Feature Elimination Technique With Various Classifiers	20
Federated Learning and Blockchain-Enabled Fog-IoT Platform for Wearables in Predictive Healthcare	19
Time-Constrained Adaptive Influence Maximization	19
A Systematic Review of Predicting Elections Based on Social Media Data: Research Challenges and Future Directions	19
Solving Last-Mile Logistics Problem in Spatiotemporal Crowdsourcing via Role Awareness With Adaptive Clustering	19
A Spatiotemporal Recurrent Neural Network for Prediction of Atmospheric PM2.5: A Case Study of Beijing	19
Alleviating New User Cold-Start in User-Based Collaborative Filtering via Bipartite Network	19
Federated Ecology: Steps Toward Confederated Intelligence	19
A Blockchain-Enabled Explainable Federated Learning for Securing Internet-of-Things-Based Social Media 3.0 Networks	19
Identifying Groups of Fake Reviewers Using a Semisupervised Approach	19
AMNN: Attention-Based Multimodal Neural Network Model for Hashtag Recommendation	19
A Multitask Multimodal Ensemble Model for Sentiment- and Emotion-Aided Tweet Act Classification	19
Social Bots and Their Coordination During Online Campaigns: A Survey	19
Cerberus: A Blockchain-Based Accreditation and Degree Verification System	18
An Agent-Based Model of Collective Decision-Making: How Information Sharing Strategies Scale With Information Overload	18
SDH: Secure Data Hiding in Fused Medical Image for Smart Healthcare	18
Health Record Security Through Multiple Watermarking on Fused Medical Images	18
Social Signal-Driven Knowledge Automation: A Focus on Social Transportation	18
Medical Cyber–Physical Systems: A Solution to Smart Health and the State of the Art	18
Agent Categorization With Group Role Assignment With Constraints and Simulated Annealing	18
Nonfungible Tokens: Constructing Value Systems in Parallel Societies	18
Sparse Nonnegative Matrix Factorization for Multiple-Local-Community Detection	18
Parallel Economics: A New Supply–Demand Philosophy via Parallel Organizations and Parallel Management	18
Opinion Dynamics With Cross-Coupling Topics: Modeling and Analysis	17
A Privacy-Aware and Incremental Defense Method Against GAN-Based Poisoning Attack	17
A Short-Term Prediction Model at the Early Stage of the COVID-19 Pandemic Based on Multisource Urban Data	17
Two-Level Attention Model of Representation Learning for Fraud Detection	17
Collaborative Edge Computing for Social Internet of Things: Applications, Solutions, and Challenges	17
Integrated Timetable Rescheduling for Multidispatching Sections of High-Speed Railways During Large-Scale Disruptions	17
Access Control and Privacy-Preserving Blockchain-Based System for Diseases Management	17
Unscrambling Customer Recommendations: A Novel LSTM Ensemble Approach in Airline Recommendation Prediction Using Online Reviews	17
A Neural-Based Approach for Detecting the Situational Information From Twitter During Disaster	17
Collaborative Edge Computing for Social Internet of Vehicles to Alleviate Traffic Congestion	17
Rational Task Assignment and Path Planning Based on Location and Task Characteristics in Mobile Crowdsensing	16
Detecting and Characterizing Extremist Reviewer Groups in Online Product Reviews	16
Robustness Verification of Swish Neural Networks Embedded in Autonomous Driving Systems	16
Understanding the User Behavior of Foursquare: A Data-Driven Study on a Global Scale	16
Detecting and Mitigating the Dissemination of Fake News: Challenges and Future Research Opportunities	16
Parallel Philosophy for MetaOrganizations With MetaOperations: From Leibniz’s Monad to HanoiDAO	16
Memory Augmented Hierarchical Attention Network for Next Point-of-Interest Recommendation	16
A Cognitive Similarity-Based Measure to Enhance the Performance of Collaborative Filtering-Based Recommendation System	16
Deep Explainable Hate Speech Active Learning on Social-Media Data	16
Accurate and Privacy-Preserving Task Allocation for Edge Computing Assisted Mobile Crowdsensing	16
MGA: Momentum Gradient Attack on Network	15
GSI: An Influential Node Detection Approach in Heterogeneous Network Using Covid-19 as Use Case	15
WiONE: One-Shot Learning for Environment-Robust Device-Free User Authentication via Commodity Wi-Fi in Man–Machine System	15

Secure Edge-Aided Computations for Social Internet-of-Things Systems	15
Fundamentals of Computational Psychophysiology: Theory and Methodology	15
A Multimodal Author Profiling System for Tweets	15
Analysis of Public Sentiment on COVID-19 Vaccination Using Twitter	15
Parallel Healthcare: Robotic Medical and Health Process Automation for Secured and Smart Social Healthcares	15
Quantitatively Interpreting Residents Happiness Prediction by Considering Factor–Factor Interactions	15
Batch Processing for Truss Maintenance in Large Dynamic Graphs	14
Feature-Level Rating System Using Customer Reviews and Review Votes	14
Patient-Centric Token-Based Healthcare Blockchain Implementation Using Secure Internet of Medical Things	14
Feature-Based Twitter Sentiment Analysis With Improved Negation Handling	14
Deployment of Information Diffusion for Community Detection in Online Social Networks: A Comprehensive Review	14
Joint Multi-Grained Popularity-Aware Graph Convolution Collaborative Filtering for Recommendation	14
Green Computing and Carbon Footprint Management in the IT Sectors	14
ReMEMBeR: Ranking Metric Embedding-Based Multicontextual Behavior Profiling for Online Banking Fraud Detection	14
A Survey on Social Manufacturing: A Paradigm Shift for Smart Prosumers	14
Overlapping Community Detection Using Multiobjective Genetic Algorithm	14
What Does Your Bio Say? Inferring Twitter Users’ Depression Status From Multimodal Profile Information Using Deep Learning	14
Quasi Group Role Assignment With Role Awareness in Self-Service Spatiotemporal Crowdsourcing	14
Reinforcement-Learning-Based Competitive Opinion Maximization Approach in Signed Social Networks	14
Potential Requirements and Opportunities of Blockchain-Based Industrial IoT in Supply Chain: A Survey	14
Aspect-Based Sentiment Analysis With Heterogeneous Graph Neural Network	13
Network Dynamic GCN Influence Maximization Algorithm With Leader Fake Labeling Mechanism	13
On Utilizing Communities Detected From Social Networks in Hashtag Recommendation	13
Steganalysis of Digital Images Using Deep Fractal Network	13
Identification of Important Nodes in Multilayer Heterogeneous Networks Incorporating Multirelational Information	13
Graph Regularized Sparse Non-Negative Matrix Factorization for Clustering	13
Conditional Support-Vector-Machine-Based Shared Adaptive Computing Model for Smart City Traffic Management	13
Influence Maximization Problem With Echo Chamber Effect in Social Network	13
A Theoretically Guaranteed Approach to Efficiently Block the Influence of Misinformation in Social Networks	13
Three-Party Evolutionary Game Model of Stakeholders in Mobile Crowdsourcing	13
Real-Time Text Classification of User-Generated Content on Social Media: Systematic Review	13
Optimizing Deep Learning Model Parameters Using Socially Implemented IoMT Systems for Diabetic Retinopathy Classification Problem	13
Computational Experiments for Complex Social Systems—Part I: The Customization of Computational Model	13
Privacy-Aware Collaborative Task Offloading in Fog Computing	13
Fraud Feature Boosting Mechanism and Spiral Oversampling Balancing Technique for Credit Card Fraud Detection	13
Edge Server Deployment for Health Monitoring With Reinforcement Learning in Internet of Medical Things	12
A Topic Representation Model for Online Social Networks Based on Hybrid Human–Artificial Intelligence	12
Collaborative Caching for Energy Optimization in Content-Centric Internet of Things	12
Blockchain and IoT for Insurance: A Case Study and Cyberinfrastructure Solution on Fine-Grained Transportation Insurance	12
ArvaNet: Deep Recurrent Architecture for PPG-Based Negative Mental-State Monitoring	12
Accessing the Role of Trust Profiles for the Economic Growth of Societies: A Stochastic Rule-Based Simulation Using the Prisoner’s Dilemma Game	12
Resource Allocation Scheme for Community-Based Fog Computing Based on Reputation Mechanism	12
Computational Experiments for Complex Social Systems—Part III: The Docking of Domain Models	12
BTR: A Feature-Based Bayesian Task Recommendation Scheme for Crowdsourcing System	12
Integration of Train Control and Online Rescheduling for High-Speed Railways in Case of Emergencies	12
Parallel Intelligence: Belief and Prescription for Edge Emergence and Cloud Convergence in CPSS	12
Social Group Recommendation With TrAdaBoost	12
Self-Learning Spatial Distribution-Based Intrusion Detection for Industrial Cyber-Physical Systems	12
NUS: Noisy-Sample-Removed Undersampling Scheme for Imbalanced Classification and Application to Credit Card Fraud Detection	11
Public Opinion Dynamics in Cyberspace on Russia–Ukraine War: A Case Analysis With Chinese Weibo	11
Securing the Socio-Cyber World: Multiorder Attribute Node Association Classification for Manipulated Media	11
Influential Spreaders Identification in Complex Networks With TOPSIS and K-Shell Decomposition	11
A Learning-Embedded Attributed Petri Net to Optimize Student Learning in a Serious Game	11
A New Method for Measuring the Behavioral Consistency Degree of WF-Net Systems	11
LPClass: Lightweight Personalized Sensor Data Classification in Computational Social Systems	11
A Novel Fake News Detection Model for Context of Mixed Languages Through Multiscale Transformer	11
A Privacy-Preserving Social Computing Framework for Health Management Using Federated Learning	11
3-D-SIS: A 3-D-Social Identifier Structure for Collaborative Edge Computing Based Social IoT	11
Blockchain-Based Multisignature Lock for UAC in Metaverse	11
Federated Data: Toward New Generation of Credible and Trustable Artificial Intelligence	11
SDIGRU: Spatial and Deep Features Integration Using Multilayer Gated Recurrent Unit for Human Activity Recognition	11
Public Opinion Analysis on Novel Coronavirus Pneumonia and Interaction With Event Evolution in Real World	11
Understanding Public Opinion Toward the #StopAsianHate Movement and the Relation With Racially Motivated Hate Crimes in the US	11
Internet Financial Fraud Detection Based on Graph Learning	11
Depression Screening in Humans With AI and Deep Learning Techniques	11
Pedestrian Choice Modeling and Simulation of Staged Evacuation Strategies in Daya Bay Nuclear Power Plant	11
Donald J. Trump’s Presidency in Cyberspace: A Case Study of Social Perception and Social Influence in Digital Oligarchy Era	10
Federated Management: Toward Federated Services and Federated Security in Federated Ecology	10
Person Reidentification Based on Pose-Invariant Feature and B-KNN Reranking	10
Generative Steganography Based on Long Readable Text Generation	10
Evaluation and Spatial–Temporal Difference Analysis of Urban Water Resource Utilization Efficiency Based on Two-Stage DEA Model	10
Why Did Mr. Trump Oppose Globalization? An E-CARGO Approach	10
Evolution of Transaction Pattern in Ethereum: A Temporal Graph Perspective	10
Scalable Lattice Influence Maximization	10
Portable and Real-Time IoT-Based Healthcare Monitoring System for Daily Medical Applications	10
Integrating Social Practice Theory in Agent-Based Models: A Review of Theories and Agents	10
Extending Group Role Assignment With Cooperation and Conflict Factors via KD45 Logic	10
AI Ethics: An Empirical Study on the Views of Practitioners and Lawmakers	10
Profile-Free and Real-Time Task Recommendation in Mobile Crowdsensing	9
PIANO: Influence Maximization Meets Deep Reinforcement Learning	9
Artificial Identification: A Novel Privacy Framework for Federated Learning Based on Blockchain	9
Discovering Density-Based Clustering Structures Using Neighborhood Distance Entropy Consistency	9
A Hybrid Approach of Bayesian Structural Time Series With LSTM to Identify the Influence of News Sentiment on Short-Term Forecasting of Stock Price	9
Authorship Attribution of Social Media Messages	9
Fast Asymmetric and Discrete Cross-Modal Hashing With Semantic Consistency	9
A Robust Minimum-Cost Consensus Model With Uncertain Aggregation Weights Based on Data-Driven Method	9
Neural Collaborative Learning for User Preference Discovery From Biased Behavior Sequences	9
Prediction of Solar Activity Using Hybrid Artificial Bee Colony With Neighborhood Rough Sets	9
New Computing Tasks Offloading Method for MEC Based on Prospect Theory Framework	9
A Novel DAO-Based Parallel Enterprise Management Framework in Web3 Era	9
Sparse Pinball Twin Bounded Support Vector Clustering	9
Graph Convolutional Network-Based Rumor Blocking on Social Networks	9
Detection of Fake Accounts on Social Media Using Multimodal Data With Deep Learning	9
Toward Next Generation of Blockchain Using Improvized Bitcoin-NG	9
A Nonlinear Feature Fusion-Based Rating Prediction Algorithm in Heterogeneous Network	9