IEEE Transactions on Computational Social Systems

Article	Citations
Characterizing the Propagation of Situational Information in Social Media During COVID-19 Epidemic: A Case Study on Weibo	313
COVIDSenti: A Large-Scale Benchmark Twitter Data Set for COVID-19 Sentiment Analysis	187
Deep Correlation Mining Based on Hierarchical Hybrid Networks for Heterogeneous Big Data Recommendations	145
MetaSocieties in Metaverse: MetaEconomics and MetaManagement for MetaEnterprises and MetaCities	135
Robust Collaborative Filtering Recommendation With User-Item-Trust Records	102
A Survey of Sentiment Analysis from Social Media Data	97
Suicidal Ideation Detection: A Review of Machine Learning Methods and Applications	95
Movie Recommendation System Using Sentiment Analysis From Microblogging Data	92
WELFake: Word Embedding Over Linguistic Features for Fake News Detection	88
Aspect-Based Sentiment Analysis: A Survey of Deep Learning Methods	87
Defensive Modeling of Fake News Through Online Social Networks	80
Security and Trust in Blockchains: Architecture, Key Technologies, and Open Issues	74
Measuring and Computing Cognitive Statuses of Construction Workers Based on Electroencephalogram: A Critical Review	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	68
Deep Representation Learning With Full Center Loss for Credit Card Fraud Detection	66
Walrasian Equilibrium-Based Multiobjective Optimization for Task Allocation in Mobile Crowdsourcing	63
Digital Twin Empowered Content Caching in Social-Aware Vehicular Edge Networks	58
A Hybrid Probabilistic Multiobjective Evolutionary Algorithm for Commercial Recommendation Systems	58
Intrusion Detection for Secure Social Internet of Things Based on Collaborative Edge Computing: A Generative Adversarial Network-Based Approach	55
Depression Intensity Estimation via Social Media: A Deep Learning Approach	54
Popularity-Aware and Diverse Web APIs Recommendation Based on Correlation Graph	53
Improved TrAdaBoost and its Application to Transaction Fraud Detection	52
Heterogeneous Network Representation Learning Approach for Ethereum Identity Identification	51
Detecting Community Depression Dynamics Due to COVID-19 Pandemic in Australia	51
Real-Time Cloud-Based Patient-Centric Monitoring Using Computational Health Systems	49

Sentiment Analysis of Lockdown in India During COVID-19: A Case Study on Twitter	47
Multi-Source Domain Transfer Discriminative Dictionary Learning Modeling for Electroencephalogram-Based Emotion Recognition	47
Two-Phase Multidocument Summarization Through Content-Attention-Based Subtopic Detection	47
Personality-Aware Product Recommendation System Based on User Interests Mining and Metapath Discovery	45
Comparative Analysis of Feature Selection Algorithms for Computational Personality Prediction From Social Media	43
Hierarchical Domain Adaptation Projective Dictionary Pair Learning Model for EEG Classification in IoMT Systems	42
Docschain: Blockchain-Based IoT Solution for Verification of Degree Documents	42
Cloud/Edge Computing Resource Allocation and Pricing for Mobile Blockchain: An Iterative Greedy and Search Approach	42
A Clinical-Oriented Non-Severe Depression Diagnosis Method Based on Cognitive Behavior of Emotional Conflict	42
A Graph-Based Socioeconomic Analysis of Steemit	42
FedVCP: A Federated-Learning-Based Cooperative Positioning Scheme for Social Internet of Vehicles	41
A Personalized Learning System for Parallel Intelligent Education	41
T-BERTSum: Topic-Aware Text Summarization Based on BERT	41
Two-Path Deep Semisupervised Learning for Timely Fake News Detection	40
Autonomous Behavioral Decision for Vehicular Agents Based on Cyber-Physical Social Intelligence	40
A Survey of Community Detection in Complex Networks Using Nonnegative Matrix Factorization	39
C-Blondel: An Efficient Louvain-Based Dynamic Community Detection Algorithm	38
Hybrid Neural Network for Sina Weibo Sentiment Analysis	37
Hierarchical Federated Learning With Social Context Clustering-Based Participant Selection for Internet of Medical Things Applications	37
DeSci Based on Web3 and DAO: A Comprehensive Overview and Reference Model	36
Detection of Malicious Social Bots Using Learning Automata With URL Features in Twitter Network	36
Information-Utilization-Method-Assisted Multimodal Multiobjective Optimization and Application to Credit Card Fraud Detection	36
CogEmoNet: A Cognitive-Feature-Augmented Driver Emotion Recognition Model for Smart Cockpit	36
MODEL: Motif-Based Deep Feature Learning for Link Prediction	35
Influence-Based Community Partition With Sandwich Method for Social Networks	35
Multiobjective U-Shaped Disassembly Line Balancing Problem Considering Human Fatigue Index and an Efficient Solution	35
Automated Disaster Monitoring From Social Media Posts Using AI-Based Location Intelligence and Sentiment Analysis	34
InfusedHeart: A Novel Knowledge-Infused Learning Framework for Diagnosis of Cardiovascular Events	34
A Spatial Mobile Crowdsourcing Framework for Event Reporting	33
Collaborative Edge Computing With FPGA-Based CNN Accelerators for Energy-Efficient and Time-Aware Face Tracking System	33
Diversified and Scalable Service Recommendation With Accuracy Guarantee	32
A Knowledge-Driven Anomaly Detection Framework for Social Production System	32
Enhanced Subspace Distribution Matching for Fast Visual Domain Adaptation	32
A New Hybrid VMD-ICSS-BiGRU Approach for Gold Futures Price Forecasting and Algorithmic Trading	32
A Blockchain-Based Mutual Authentication Scheme for Collaborative Edge Computing	31
P3: Privacy-Preserving Scheme Against Poisoning Attacks in Mobile-Edge Computing	31
Joint Optimization of Task Offloading and Resource Allocation Based on Differential Privacy in Vehicular Edge Computing	31
A Community Detection Method for Social Network Based on Community Embedding	31
Blockchain-Based Knowledge Automation for CPSS-Oriented Parallel Management	31
Activity Minimization of Misinformation Influence in Online Social Networks	30
COVID-19 Patient Count Prediction Using LSTM	30
A Security- and Privacy-Preserving Approach Based on Data Disturbance for Collaborative Edge Computing in Social IoT Systems	29
Computational Social Simulation With E-CARGO: Comparison Between Collectivism and Individualism	29
Multiobjective Particle Swarm Optimization Based on Network Embedding for Complex Network Community Detection	29
Automatic Bug Triage in Software Systems Using Graph Neighborhood Relations for Feature Augmentation	29
Detecting Ethereum Ponzi Schemes Based on Improved LightGBM Algorithm	28
Patient Flow Modeling and Optimal Staffing for Emergency Departments: A Petri Net Approach	28
Explainable AI in Deep Reinforcement Learning Models for Power System Emergency Control	28
Time-Aware Attention-Based Gated Network for Credit Card Fraud Detection by Extracting Transactional Behaviors	28
Advanced Machine Learning on Cognitive Computing for Human Behavior Analysis	28

Specification Patterns of Service-Based Applications Using Blockchain Technology	27
Serverless Blockchain-Enabled Architecture for IoT Societal Applications	27
The Joint Method of Triple Attention and Novel Loss Function for Entity Relation Extraction in Small Data-Driven Computational Social Systems	27
BERT-Caps: A Transformer-Based Capsule Network for Tweet Act Classification	27
Identifying and Analyzing Cryptocurrency Manipulations in Social Media	27
Social Phenomena and Fog Computing Networks: A Novel Perspective for Future Networks	26
Hybrid Nature-Inspired Optimization and Encryption-Based Watermarking for E-Healthcare	26
Blockchain-Based Two-Stage Federated Learning With Non-IID Data in IoMT System	26
Depression Detection From Social Networks Data Based on Machine Learning and Deep Learning Techniques: An Interrogative Survey	26
Link Prediction Adversarial Attack Via Iterative Gradient Attack	26
On Structural Features, User Social Behavior, and Kinship Discrimination in Communication Social Networks	25
Detecting Group Shilling Attacks in Online Recommender Systems Based on Bisecting K-Means Clustering	25
Deep Representation Learning for Location-Based Recommendation	25
Fuzzy Intelligence Learning Based on Bounded Rationality in IoMT Systems: A Case Study in Parkinson’s Disease	24
Data-Driven Decision-Making in COVID-19 Response: A Survey	24
Maintaining Social Distancing in Pandemic Using Smartphones With Acoustic Waves	24
An Efficient Signature Scheme Based on Mobile Edge Computing in the NDN-IoT Environment	24
Information Granulation-Based Community Detection for Social Networks	24
Explainable Machine Learning for Data Extraction Across Computational Social System	23
A DRL-Based Service Offloading Approach Using DAG for Edge Computational Orchestration	23
ChatGPT for Computational Social Systems: From Conversational Applications to Human-Oriented Operating Systems	23
Hide and Seek: Outwitting Community Detection Algorithms	22
Location-Aware Service Recommendations With Privacy-Preservation in the Internet of Things	22
Parallel Ecology for Intelligent and Smart Cyber–Physical–Social Systems	22
Optimal Block Withholding Strategies for Blockchain Mining Pools	22
Evolution of Ethereum Transaction Relationships: Toward Understanding Global Driving Factors From Microscopic Patterns	22
A Scalable Platform to Collect, Store, Visualize, and Analyze Big Data in Real Time	21
Attention-Based Multidimensional Deep Learning Approach for Cross-Architecture IoMT Malware Detection and Classification in Healthcare Cyber-Physical Systems	21
A New Method of Fuzzy Multicriteria Routing in Vehicle Ad Hoc Network	21
A Comparative Study of Opinion Summarization Techniques	21
Detecting Outlier Patterns With Query-Based Artificially Generated Searching Conditions	21
An Overview of Correlation-Filter-Based Object Tracking	21
Using Social Behavior of Beetles to Establish a Computational Model for Operational Management	21
Structural Hole Theory in Social Network Analysis: A Review	21
Community Hiding by Link Perturbation in Social Networks	20
Threshold-Based Value-Driven Method to Support Consensus Reaching in Multicriteria Group Sorting Problems: A Minimum Adjustment Perspective	20
Transfer Model Collaborating Metric Learning and Dictionary Learning for Cross-Domain Facial Expression Recognition	20
Dynamical SEIR Model With Information Entropy Using COVID-19 as a Case Study	19
A Systematic Review of Predicting Elections Based on Social Media Data: Research Challenges and Future Directions	19
Multiscale Evolutionary Perturbation Attack on Community Detection	19
SaTYa: Trusted Bi-LSTM-Based Fake News Classification Scheme for Smart Community	19
Solving Last-Mile Logistics Problem in Spatiotemporal Crowdsourcing via Role Awareness With Adaptive Clustering	19
Privacy-Preserving Blockchain-Based Federated Learning for Marine Internet of Things	19
Identifying Groups of Fake Reviewers Using a Semisupervised Approach	19
Ensemble Hybrid Learning Methods for Automated Depression Detection	19
Prediction of Land Suitability for Crop Cultivation Based on Soil and Environmental Characteristics Using Modified Recursive Feature Elimination Technique With Various Classifiers	19
SDH: Secure Data Hiding in Fused Medical Image for Smart Healthcare	18
Parallel Economics: A New Supply–Demand Philosophy via Parallel Organizations and Parallel Management	18
A Multitask Multimodal Ensemble Model for Sentiment- and Emotion-Aided Tweet Act Classification	18
Social Bots and Their Coordination During Online Campaigns: A Survey	18
A Spatiotemporal Recurrent Neural Network for Prediction of Atmospheric PM2.5: A Case Study of Beijing	18
AMNN: Attention-Based Multimodal Neural Network Model for Hashtag Recommendation	18
A Privacy-Aware and Incremental Defense Method Against GAN-Based Poisoning Attack	18
An Agent-Based Model of Collective Decision-Making: How Information Sharing Strategies Scale With Information Overload	18
Federated Learning and Blockchain-Enabled Fog-IoT Platform for Wearables in Predictive Healthcare	18
Agent Categorization With Group Role Assignment With Constraints and Simulated Annealing	18
Alleviating New User Cold-Start in User-Based Collaborative Filtering via Bipartite Network	18
Social Signal-Driven Knowledge Automation: A Focus on Social Transportation	18
A Blockchain-Enabled Explainable Federated Learning for Securing Internet-of-Things-Based Social Media 3.0 Networks	17
Two-Level Attention Model of Representation Learning for Fraud Detection	17
Nonfungible Tokens: Constructing Value Systems in Parallel Societies	17
Privacy-Preserving Brain–Computer Interfaces: A Systematic Review	17
Medical Cyber–Physical Systems: A Solution to Smart Health and the State of the Art	17
Perception Effect in Evolutionary Vaccination Game Under Prospect-Theoretic Approach	17
Time-Constrained Adaptive Influence Maximization	17
Federated Ecology: Steps Toward Confederated Intelligence	17
Sparse Nonnegative Matrix Factorization for Multiple-Local-Community Detection	17
Alzheimer's Disease Diagnosis via Intuitionistic Fuzzy Random Vector Functional Link Network	17
Opinion Dynamics With Cross-Coupling Topics: Modeling and Analysis	17
Collaborative Edge Computing for Social Internet of Things: Applications, Solutions, and Challenges	17
PASPORT: A Secure and Private Location Proof Generation and Verification Framework	16
TAQE: Tweet Retrieval-Based Infrastructure Damage Assessment During Disasters	16
Integrated Timetable Rescheduling for Multidispatching Sections of High-Speed Railways During Large-Scale Disruptions	16
Memory Augmented Hierarchical Attention Network for Next Point-of-Interest Recommendation	16
Understanding the User Behavior of Foursquare: A Data-Driven Study on a Global Scale	16
Rational Task Assignment and Path Planning Based on Location and Task Characteristics in Mobile Crowdsensing	16
Health Record Security Through Multiple Watermarking on Fused Medical Images	16
Collaborative Edge Computing for Social Internet of Vehicles to Alleviate Traffic Congestion	16
Detecting and Mitigating the Dissemination of Fake News: Challenges and Future Research Opportunities	16
Deep Explainable Hate Speech Active Learning on Social-Media Data	16

A Neural-Based Approach for Detecting the Situational Information From Twitter During Disaster	16
A Short-Term Prediction Model at the Early Stage of the COVID-19 Pandemic Based on Multisource Urban Data	16
Detecting and Characterizing Extremist Reviewer Groups in Online Product Reviews	15
Parallel Healthcare: Robotic Medical and Health Process Automation for Secured and Smart Social Healthcares	15
Accurate and Privacy-Preserving Task Allocation for Edge Computing Assisted Mobile Crowdsensing	15
Quantitatively Interpreting Residents Happiness Prediction by Considering Factor–Factor Interactions	15
Parallel Philosophy for MetaOrganizations With MetaOperations: From Leibniz’s Monad to HanoiDAO	15
A Multimodal Author Profiling System for Tweets	15
Opinion Dynamics in Social Networks: The Effect of Centralized Interaction Tuning on Emerging Behaviors	15
Unscrambling Customer Recommendations: A Novel LSTM Ensemble Approach in Airline Recommendation Prediction Using Online Reviews	15
Fundamentals of Computational Psychophysiology: Theory and Methodology	15
Cerberus: A Blockchain-Based Accreditation and Degree Verification System	15
WiONE: One-Shot Learning for Environment-Robust Device-Free User Authentication via Commodity Wi-Fi in Man–Machine System	15
Overlapping Community Detection Using Multiobjective Genetic Algorithm	14
SHE: Sentiment Hashtag Embedding Through Multitask Learning	14
GSI: An Influential Node Detection Approach in Heterogeneous Network Using Covid-19 as Use Case	14
A Survey on Social Manufacturing: A Paradigm Shift for Smart Prosumers	14
Access Control and Privacy-Preserving Blockchain-Based System for Diseases Management	14
MGA: Momentum Gradient Attack on Network	14
Robustness Verification of Swish Neural Networks Embedded in Autonomous Driving Systems	14
Secure Edge-Aided Computations for Social Internet-of-Things Systems	14
Batch Processing for Truss Maintenance in Large Dynamic Graphs	14
A Cognitive Similarity-Based Measure to Enhance the Performance of Collaborative Filtering-Based Recommendation System	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
Graph Regularized Sparse Non-Negative Matrix Factorization for Clustering	13
Potential Requirements and Opportunities of Blockchain-Based Industrial IoT in Supply Chain: A Survey	13
Conditional Support-Vector-Machine-Based Shared Adaptive Computing Model for Smart City Traffic Management	13
Joint Multi-Grained Popularity-Aware Graph Convolution Collaborative Filtering for Recommendation	13
On Utilizing Communities Detected From Social Networks in Hashtag Recommendation	13
A Theoretically Guaranteed Approach to Efficiently Block the Influence of Misinformation in Social Networks	13
Privacy-Aware Collaborative Task Offloading in Fog Computing	13
Feature-Based Twitter Sentiment Analysis With Improved Negation Handling	13
Network Dynamic GCN Influence Maximization Algorithm With Leader Fake Labeling Mechanism	13
Aspect-Based Sentiment Analysis With Heterogeneous Graph Neural Network	13
Analysis of Public Sentiment on COVID-19 Vaccination Using Twitter	13
Feature-Level Rating System Using Customer Reviews and Review Votes	13
Steganalysis of Digital Images Using Deep Fractal Network	13
ReMEMBeR: Ranking Metric Embedding-Based Multicontextual Behavior Profiling for Online Banking Fraud Detection	13
Patient-Centric Token-Based Healthcare Blockchain Implementation Using Secure Internet of Medical Things	13
Deployment of Information Diffusion for Community Detection in Online Social Networks: A Comprehensive Review	13
Green Computing and Carbon Footprint Management in the IT Sectors	13
Influence Maximization Problem With Echo Chamber Effect in Social Network	13
Identification of Important Nodes in Multilayer Heterogeneous Networks Incorporating Multirelational Information	13
What Does Your Bio Say? Inferring Twitter Users’ Depression Status From Multimodal Profile Information Using Deep Learning	12
Collaborative Caching for Energy Optimization in Content-Centric Internet of Things	12
Social Group Recommendation With TrAdaBoost	12
Three-Party Evolutionary Game Model of Stakeholders in Mobile Crowdsourcing	12
A Topic Representation Model for Online Social Networks Based on Hybrid Human–Artificial Intelligence	12
Parallel Intelligence: Belief and Prescription for Edge Emergence and Cloud Convergence in CPSS	12
Blockchain and IoT for Insurance: A Case Study and Cyberinfrastructure Solution on Fine-Grained Transportation Insurance	12
Self-Learning Spatial Distribution-Based Intrusion Detection for Industrial Cyber-Physical Systems	12
Computational Experiments for Complex Social Systems—Part I: The Customization of Computational Model	12
Resource Allocation Scheme for Community-Based Fog Computing Based on Reputation Mechanism	12
Fraud Feature Boosting Mechanism and Spiral Oversampling Balancing Technique for Credit Card Fraud Detection	12
Real-Time Text Classification of User-Generated Content on Social Media: Systematic Review	12
Federated Data: Toward New Generation of Credible and Trustable Artificial Intelligence	11
NUS: Noisy-Sample-Removed Undersampling Scheme for Imbalanced Classification and Application to Credit Card Fraud Detection	11
User Behavior Prediction of Social Hotspots Based on Multimessage Interaction and Neural Network	11
ArvaNet: Deep Recurrent Architecture for PPG-Based Negative Mental-State Monitoring	11
Integration of Train Control and Online Rescheduling for High-Speed Railways in Case of Emergencies	11
Securing the Socio-Cyber World: Multiorder Attribute Node Association Classification for Manipulated Media	11
Pedestrian Choice Modeling and Simulation of Staged Evacuation Strategies in Daya Bay Nuclear Power Plant	11
Computational Experiments for Complex Social Systems—Part III: The Docking of Domain Models	11
Optimizing Deep Learning Model Parameters Using Socially Implemented IoMT Systems for Diabetic Retinopathy Classification Problem	11
BTR: A Feature-Based Bayesian Task Recommendation Scheme for Crowdsourcing System	11
An Empirical Study of Factor Identification in Smart Health-Monitoring Wearable Device	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
Information Dissemination From Social Network for Extreme Weather Scenario	11
Public Opinion Dynamics in Cyberspace on Russia–Ukraine War: A Case Analysis With Chinese Weibo	11
Accessing the Role of Trust Profiles for the Economic Growth of Societies: A Stochastic Rule-Based Simulation Using the Prisoner’s Dilemma Game	11
Portable and Real-Time IoT-Based Healthcare Monitoring System for Daily Medical Applications	10
Evaluation and Spatial–Temporal Difference Analysis of Urban Water Resource Utilization Efficiency Based on Two-Stage DEA Model	10
Mitigating the Impact of Data Sampling on Social Media Analysis and Mining	10
Federated Management: Toward Federated Services and Federated Security in Federated Ecology	10
3-D-SIS: A 3-D-Social Identifier Structure for Collaborative Edge Computing Based Social IoT	10
Scalable Lattice Influence Maximization	10
Edge Server Deployment for Health Monitoring With Reinforcement Learning in Internet of Medical Things	10
Donald J. Trump’s Presidency in Cyberspace: A Case Study of Social Perception and Social Influence in Digital Oligarchy Era	10
Integrating Social Practice Theory in Agent-Based Models: A Review of Theories and Agents	10
Influential Spreaders Identification in Complex Networks With TOPSIS and K-Shell Decomposition	10
Blockchain-Based Multisignature Lock for UAC in Metaverse	10
SDIGRU: Spatial and Deep Features Integration Using Multilayer Gated Recurrent Unit for Human Activity Recognition	10
Public Opinion Analysis on Novel Coronavirus Pneumonia and Interaction With Event Evolution in Real World	10
Why Did Mr. Trump Oppose Globalization? An E-CARGO Approach	10
Understanding Public Opinion Toward the #StopAsianHate Movement and the Relation With Racially Motivated Hate Crimes in the US	10
Evolution of Transaction Pattern in Ethereum: A Temporal Graph Perspective	10
Depression Screening in Humans With AI and Deep Learning Techniques	10
PIANO: Influence Maximization Meets Deep Reinforcement Learning	9
AI Ethics: An Empirical Study on the Views of Practitioners and Lawmakers	9
Person Reidentification Based on Pose-Invariant Feature and B-KNN Reranking	9
Generative Steganography Based on Long Readable Text Generation	9