IEEE Transactions on Computational Social Systems

Article	Citations
IEEE Transactions on Computational Social Systems Publication Information	249
Minimum Cost Consensus Modeling Considering Opinion-Based Variable Cost and Trust-Based Tolerance Constraints	180
Graph-Based Methods for Multimodal Indoor Activity Recognition: A Comprehensive Survey	166
IEEE Transactions on Computational Social Systems Publication Information	133
Table of Contents	106
MusicAOG: An Energy-Based Model for Learning and Sampling a Hierarchical Representation of Symbolic Music	99
IEEE Transactions on Computational Social Systems Publication Information	97
IEEE Transactions on Computational Social Systems Publication Information	95
GraphTAN: Temporal Attention Network for Learning Graph-Level Embedding	87
DRL-UPPS: User Trajectory Privacy Protection Strategy Based on Deep Reinforcement Learning in Mobile Crowdsensing	80
Do Sentence-Level Sentiment Interactions Matter? Sentiment Mixed Heterogeneous Network for Fake News Detection	80
Identifying and Analyzing Cryptocurrency Manipulations in Social Media	76
Unsupervised Video Summarization Based on the Diffusion Model of Feature Fusion	76
IEEE Transactions on Computational Social Systems Publication Information	74
IEEE Transactions on Computational Social Systems Information for Authors	73
Counteracting Popularity Bias in Multimedia Web API Recommendation	72
Creating Healthier Living Environments: The Role of Soundscapes in Promoting Mental Health and Well-Being	69
A Seagull Loss Function With Application to Recommender Systems	68
A Guided Derivative Topic Dissemination Model Based on Topic Identity and Transfer Learning	67
Identify Emergence in Social Systems Using an Extended E-CARGO Model	66
Happiness Prediction With Domain Knowledge Integration and Explanation Consistency	66
IEEE Transactions on Computational Social Systems Information for Authors	65
CEBD: Contact-Evidence-Driven Blackhole Detection Based on Machine Learning in OppNets	64
Collaborative Edge Computing for Social Internet of Vehicles to Alleviate Traffic Congestion	64
Profile-Free and Real-Time Task Recommendation in Mobile Crowdsensing	62

Influence of Opening Up Daycare and Day Camps on Resurgence Potential of COVID-19 Pandemic: Assessing Infectivity Potential From Youth in Ontario, Canada	61
CollabLearn: An Uncertainty-Aware Crowd-AI Collaboration System for Cultural Heritage Damage Assessment	59
Attention on Global–Local Representation Spaces in Recommender Systems	56
DriveBFR: Driver Behavior and Fuel-Efficiency-Based Recommendation System	54
Real-Time Text Classification of User-Generated Content on Social Media: Systematic Review	52
Research and Implementation of Chinese Couplet Generation System With Attention-Based Transformer Mechanism	51
Reinforcement-Learning-Based Competitive Opinion Maximization Approach in Signed Social Networks	51
Fostering Peer Learning With a Game-Theoretical Approach in a Blended Learning Environment	50
A Blockchain-Enabled Explainable Federated Learning for Securing Internet-of-Things-Based Social Media 3.0 Networks	50
Potential Requirements and Opportunities of Blockchain-Based Industrial IoT in Supply Chain: A Survey	49
Multiview Deep Matrix Factorization for Shared Compact Representation	49
Mitigating COVID-19 Transmission in Schools With Digital Contact Tracing	49
Petri-Net-Based Model Checking for Privacy-Critical Multiagent Systems	48
Social Media in Emerging Economies: A Cross-Cultural Comparison	48
Guest Editorial Special Issue on Collaborative Edge Computing for Social Internet of Things Systems	48
Understanding Sentiment Polarities and Emotion Categories of People on Public Incidents With the Relation to Government Policies	48
XLoCoFC: A Fast Fuzzy Community Detection Approach Based on Expandable Local Communities Through Max-Membership Degree Propagation	48
A Service-Oriented Autonomous Crane System	47
Contrastive Hierarchical Augmentation Learning for Modeling Cognitive and Multimodal Brain Network	47
Community Detection for Heterogeneous Multiple Social Networks	46
A Hybridized Approach for Enhanced Fake Review Detection	45
Video Echoed in Harmony: Learning and Sampling Video-Integrated Chord Progression Sequences for Controllable Video Background Music Generation	45
Information-Enhanced Hierarchical Self-Attention Network for Multiturn Dialog Generation	45
Walrasian Equilibrium-Based Pricing Mechanism for Health-Data Crowdsensing Under Information Asymmetry	44
Parallel Multiscale Bridge Fusion Network for Audio–Visual Automatic Depression Assessment	44
Multipattern Integrated Networks With Contrastive Pretraining for Graph Anomaly Detection	44
Iterative Role Negotiation via the Bilevel GRA++ With Decision Tolerance	39
Zero-Shot Cross-Lingual Knowledge Transfer in VQA via Multimodal Distillation	39
Research on the Association Network and Combined-Type Prediction of Films and Users Based on Complex Networks	38
Enhanced Knowledge Tracing With Learnable Filter	38
An Evaluation of Technology Adoption During Remote Teaching and Learning at Tertiary Institution by Gender	38
Producing Considerate Responses: Progressive Staged Training for Emotional Support Conversation	37
Modeling Temporal Interaction for Dynamic Sentiment Analysis on Social Network	37
An Extensible Bounded Rationality-Based Task Recommendation Scheme for From-Scratch Mobile Crowdsensing	37
CDHFL-HA: Collaborative Dynamic Hierarchical Federated Learning With Hypernetwork Aggregation for Sentimental Analysis	36
Progressive Income Tax and Its Emerging Growth Effects: A Complex System Approach	36
Multitask Asynchronous Metalearning for Few-Shot Anomalous Node Detection in Dynamic Networks	36
Geometry-Guided Neural Implicit Surface Reconstruction	36
Deep Tensor Evidence Fusion Network for Sentiment Classification	36
A Novel Method for Bitcoin Price Manipulation Identification Based on Graph Representation Learning	36
Quasi Group Role Assignment With Agent Satisfaction in Self-Service Spatiotemporal Crowdsourcing	35
Fast Asymmetric and Discrete Cross-Modal Hashing With Semantic Consistency	35
ReOP: Generating Transferable Fake Users for Recommendation Systems via Reverse Optimization	35
Hashtag-Based Tweet Expansion for Improved Topic Modeling	35
Multiknowledge and LLM-Inspired Heterogeneous Graph Neural Network for Fake News Detection	35
Semantic Communication for VR Music Live Streaming With Rate Splitting	35
Influence of External Information on Large Language Models Mirrors Social Cognitive Patterns	34
Critical Department Analysis for Large-Scale Outpatient Systems	33
RAG-Based Crowdsourcing Task Decomposition via Masked Contrastive Learning With Prompts	33
Modeling the Type Hierarchy in High-Dimensional Box Space for Fine-Grained Entity Typing	33

Multigraph Neural Networks for Social-Aware Session-Based Recommendation in Large-Scale Dynamic Social Computing Environments	33
Modeling Human Temporal and Spatial Structured Contacts for Epidemic Prediction	32
Analysis of Public Sentiment on COVID-19 Mitigation Measures in Social Media in the United States Using Machine Learning	32
Portfolio Selection by Maximizing Various Risk-Adjusted Return Ratios via Convex Reformulations	32
Priority Over Quantity: A Self-Incentive Credit Assignment Scheme for Cooperative Multiagent Reinforcement Learning	32
Modeling and Solving the Allocation Problem of Spatiotemporal Crowdsourced Logistics Tasks in Social Manufacturing	31
RAH! RecSys–Assistant–Human: A Human-Centered Recommendation Framework With LLM Agents	31
Exploring the Influence of Profile Picture Styles on Empathy and Identity Recognition in Social Media	31
Autonomic Nervous Pattern Recognition of Students’ Learning States in Real Classroom Situation	31
Zero-Shot Hate to Non-Hate Text Conversion Using Lexical Constraints	31
Exploiting User Preferences for Multiscenarios in Query-Less Search	30
Consistency and Controversy Analysis in the Hype of Room-Temperature Superconductivity	30
Hierarchical Progressive Network for Multimodal Medical Image Fusion in Healthcare Systems	30
A Classification-Based Product Selection Method Based on Online Reviews on Multifaceted Attributes	29
Predictive and Contrastive: Dual-Auxiliary Learning for Recommendation	29
Understanding the Influence of Social Hubs in Diffusion Processes Driven by Incentivized Friend Invitation	29
Generating-Based Attacks to Online Social Networks	28
Social Network Evolution of Multiagent Groups in Task Allocation	28
Shilling Attacks and Fake Reviews Injection: Principles, Models, and Datasets	28
Spatial–Temporal Urban Mobility Pattern Analysis During COVID-19 Pandemic	28
On the Usage of Neural POS Taggers for Shakespearean Literature in Social Systems	28
Detecting Information Leakage Against Chinese Wall Policy Based on the Unfolding Technique of Colored Petri Nets	28
A Deep Learning-Based Feature Extraction and Knowledge Discovery Method for Spatiotemporal Graph Data	28
Review of Advancements in Depression Detection Using Social Media Data	28
Adapting New Learners and New Resources to Micro Open Learning via Online Computation	27
Unraveling the Deception of Web3 Phishing Scams: Dynamic Multiperspective Cascade Graph Approach for Ethereum Phishing Detection	27
Rumor Localization, Detection and Prediction in Social Network	27
PsycoLLM: Enhancing LLM for Psychological Understanding and Evaluation	27
Freedom and Restraint in Dark Forest: A Peek at the Metaverse Through a Blockchain Game	27
Effective Analysis of Machine and Deep Learning Methods for Diagnosing Mental Health Using Social Media Conversations	26
Fair Link Prediction With Overlapping Groups	26
Automatic Crowd Navigation Path Planning in Public Scenes Through Multiobjective Differential Evolution	26
A Cyber Secure Medical Management System by Using Blockchain	26
Cost Function Learning in Memorized Social Networks With Cognitive Behavioral Asymmetry	26
Toward Knowledge Integration With Large Language Model for End-to-End Aspect-Based Sentiment Analysis in Social Multimedia	26
A Streaming Graph Partitioning Method to Achieve High Cohesion and Equilibrium via Multiplayer Repeated Game	25
A Federated Learning-Based Patient Monitoring System in Internet of Medical Things	25
Extracting Decision Tree From Trained Deep Reinforcement Learning in Traffic Signal Control	25
Feature-Contrastive Graph Federated Learning: Responsible AI in Graph Information Analysis	25
Speech Emotion Recognition via an Attentive Time–Frequency Neural Network	25
RobinNet: A Multimodal Speech Emotion Recognition System With Speaker Recognition for Social Interactions	25
MTBullyGNN: A Graph Neural Network-Based Multitask Framework for Cyberbullying Detection	25
Counterfactual Music Recommendation for Mitigating Popularity Bias	25
Tweet Spam Detection Using Machine Learning and Swarm Optimization Techniques	25
Multimodal Hierarchical Graph Collaborative Filtering for Multimedia-Based Recommendation	25
MRFS: Mining Rating Fraud Subgraph in Bipartite Graph for Users and Products	24
Behavioral Modeling and Prediction in Social Perception and Computing: A Survey	24
Robust Training of Social Media Image Classification Models	24
Distributed Differentially Private Ranking Aggregation	24
Inferring Individual Human Mobility From Sparse Check-in Data: A Temporal-Context-Aware Approach	24
Blockchain-Based Two-Stage Federated Learning With Non-IID Data in IoMT System	24
Diversity-Optimized Group Extraction in Social Networks	24
Public Opinion Evolution in Cyberspace: A Case Analysis of Pelosi’s Visit to Taiwan	24
Assessment of Wealth Distribution in Blockchain Online Social Media	24
Autoencoder-Based Feature Extraction for Identifying Hate Speech Spreaders in Social Media	23
Stochastic Evolutionary Game Model of Hot Topics Propagation for Network Public Opinion	23
A Novel DAO-Based Parallel Enterprise Management Framework in Web3 Era	23
Pedestrian Re-Identification Algorithm Based on Attention Pooling Saliency Region Detection and Matching	23
User-Specific Loyalty Measure and Prediction Using Deep Neural Network From Twitter Data	23
ETMA: Efficient Transformer-Based Multilevel Attention Framework for Multimodal Fake News Detection	23
Defending Against Data Poisoning Attack in Federated Learning With Non-IID Data	22
Rumors Suppression in Healthcare System: Opinion-Based Comprehensive Learning Particle Swarm Optimization	22
Uncertain Commuters Assignment Through Genetic Programming Hyper-Heuristic	22
Multidocument Aspect Classification for Aspect-Based Abstractive Summarization	22
Threshold-Based Value-Driven Method to Support Consensus Reaching in Multicriteria Group Sorting Problems: A Minimum Adjustment Perspective	22
Multimodal Contrastive Transformer for Explainable Recommendation	22
Few-Shot Learning for Cross-Target Stance Detection by Aggregating Multimodal Embeddings	22
Detecting k-Vertex Cuts in Sparse Networks via a Fast Local Search Approach	22
The Blame Game: Understanding Blame Assignment in Social Media	22
Fake News Detection Using Stance Extracted Multimodal Fusion-Based Hybrid Neural Network	22
A Comparative Analysis of Centralized and Decentralized Developer Autonomous Organizations Managing Conflicts in Discussing External Crises	22
MultiFDF: Multi-Community Clustering for Fairness-Aware Recommendation	22
Gated Recursive and Sequential Deep Hierarchical Encoding for Detecting Incongruent News Articles	22
Generalize Deep Neural Networks With Adaptive Regularization for Classifying	22
Link-Backdoor: Backdoor Attack on Link Prediction via Node Injection	22
Transductive Semi-Supervised Metric Network for Reject Inference in Credit Scoring	21
VIEA: A Visualization System for Industrial Economics Analysis Based on Trade Data	21
Enhanced Syntactic and Semantic Graph Convolutional Network With Contrastive Learning for Aspect-Based Sentiment Analysis	21
Equality or Equity? E-CARGO Perspectives on the Fairness of Education	21
Visual Attributes of Thumbnails in Predicting YouTube Brand Channel Views in the Marketing Digitalization Era	21

TEGDetector: A Phishing Detector That Knows Evolving Transaction Behaviors	21
A Multiview Sparse Dynamic Graph Convolution-Based Region-Attention Feature Fusion Network for Major Depressive Disorder Detection	21
Cost-Sensitive GNN-Based Imbalanced Learning for Mobile Social Network Fraud Detection	21
Parallel Learning for Legal Intelligence: A HANOI Approach Based on Unified Prompting	21
Equity, Equality, and Need: Digital Twin Approach for Fairness-Aware Task Assignment of Heterogeneous Crowdsourced Logistics	20
The Hierarchical Clustering of Human Mobility Behaviors	20
Trusted Multimodal Socio-Cyber Sentiment Analysis Based on Disentangled Hierarchical Representation Learning	20
Quaternion Deformable Local Binary Pattern and Pose-Correction Facial Decomposition for Color Facial Expression Recognition in the Wild	20
A Review of Deep Learning Models for Twitter Sentiment Analysis: Challenges and Opportunities	20
Formal Modeling and Analysis of User Activity Sequence in Online Social Networks: A Stochastic Petri Net-Based Approach	20
Joint Gaussian Distribution and Attention for Time-Aware Recommendation Systems	20
Guest Editorial: Special Issue on Responsible AI in Social Computing	20
Unifying Star Ratings and Text Reviews in Linguistic Terms for Product Competitiveness Analysis Based on Stochastic Dominance	20
Correlation Studies of Hippocampal Morphometry and Plasma NFL Levels in Cognitively Unimpaired Subjects	19
Explainable AI for Human-Centric Ethical IoT Systems	19
Socially Governed Energy Hub Trading Enabled by Blockchain-Based Transactions	19
Opinion Dynamic Games Under One Step Ahead Optimal Control	18
FairCMS: Cloud Media Sharing With Fair Copyright Protection	18
Maximizing $(k,L)$-Core With Edge Augmentation in Multilayer Graphs	18
Memory Augmented Hierarchical Attention Network for Next Point-of-Interest Recommendation	18
Context-Aware Civil Unrest Event Prediction Using Neutrosophic-Aspect-Based Sentiment Analysis, PSO, and Hierarchical LSTM	18
Automatic Guidance Signage Placement Through Multiobjective Evolutionary Algorithm	18
Artificial Intelligence Can Recognize Whether a Job Applicant Is Selling and/or Lying According to Facial Expressions and Head Movements Much More Correctly Than Human Interviewers	17
Unveiling the Evolution of Enterprise Digital Innovation Strategies: Insights From U.S.-Listed Companies' Annual Reports	17
ReMEMBeR: Ranking Metric Embedding-Based Multicontextual Behavior Profiling for Online Banking Fraud Detection	17
A Novel Temporal Privacy-Preserving Model for Social Recommendation	17
A Review-Level Sentiment Information Enhanced Multitask Learning Approach for Explainable Recommendation	17
Financial Advisor Recruitment: A Smart Crowdsourcing-Assisted Approach	17
Research on Emergence of Collective Behavior for Information Dissemination in Complex Networks	17
Dynamic Dependence and Hedging of Stock Markets: Evidence From Time-Varying Copula With Asymmetric Markovian Models	17
Impact of Indoor Mobility Behavior on the Respiratory Infectious Diseases Transmission Trends	17
Heterogeneous Graph Attention Networks for Depression Identification by Campus Cyber-Activity Patterns	17
Honest or Dishonest? Promoting Integrity in Loot Box Games Through Evolutionary Game Theory	16
Transfer Learning for Dynamic Community Knowledge Detection Based on Dual-Population Cooperation and Competition	16
Fundamental Limits of Data Utility: A Case Study for Data-Driven Identity Authentication	16
A Short-Term Prediction Model at the Early Stage of the COVID-19 Pandemic Based on Multisource Urban Data	16
A Partition-Based Partial Personalized Model for Points-of-Interest Recommendations	16
IEEE Transactions on Computational Social Systems Society Information	16
Visualizing Routes With AI-Discovered Street-View Patterns	16
Evolution of Credit Scores of Enterprises in a Social Network: A Perspective Based on Opinion Dynamics	16
A Data-Driven Analysis of Employee Development Based on Working Expertise	16
Evolutionary Dynamics of Preguidance Strategies in Population Games	16
An Agent-Based Modeling Approach to Brain Drain	16
UCF-PKS: Unforeseen Consumer Fraud Detection With Prior Knowledge and Semantic Features	16
Efficient Core-Selecting Incentive Mechanism for Data Sharing in Federated Learning	16
IEEE Transactions on Computational Social Systems	15
IEEE Transactions on Computational Social Systems Information for Authors	15
IEEE Transactions on Computational Social Systems Information for Authors	15
Table of Contents	15
Table of Contents	15
IEEE Transactions on Computational Social Systems Publication Information	15
2023 Index IEEE Transactions on Computational Social Systems Vol. 10	15
IEEE Transactions on Computational Social Systems Information for Authors	15
IEEE Systems, Man, and Cybernetics Society Information	15
IEEE Transactions on Computational Social Systems Information for Authors	14
A Survey on Social Manufacturing: A Paradigm Shift for Smart Prosumers	14
HackGAN: Harmonious Cross-Network Mapping Using CycleGAN With Wasserstein–Procrustes Learning for Unsupervised Network Alignment	14
Service-Splitting-Based Privacy Protection Mechanism for Proximity Detection Supporting High Utility	14
Skyline (λ, k)-Cliques Identification From Fuzzy Attributed Social Networks	14
Timely Personalized Exposure Risk Estimation for Air Travelers	14
IEEE Transactions on Computational Social Systems Publication Information	14
Network Dynamic GCN Influence Maximization Algorithm With Leader Fake Labeling Mechanism	14
Higher Order Local Search Assisted Community Detection in Signed Networks	14
Dynamic Process in Threshold Weighted Indecisive-Voting Systems	14
Edge Repartitioning via Structure-Aware Group Migration	14
Deep Masked Graph Node Clustering	14
IEEE Transactions on Computational Social Systems Society Information	14
Table of Contents	14
The Largest Social Media Ground-Truth Dataset for Real/Fake Content: TruthSeeker	14
Heterogeneous Privacy-Preserving Blockchain-Enabled Federated Learning for Social Fintech	14
A Survey of Social Image Colocalization	14
LBCF: A Link-Based Collaborative Filtering for Overfitting Problem in Recommender System	14
Novel Confined Attention-Enabled Hierarchical Bi-LSTM and Bi-GRU Fusion: A Multiscale Traffic Flow Prediction Application	14
IEEE Transactions on Computational Social Systems Society Information	14
Echo Chambers and Segregation in Social Networks: Markov Bridge Models and Estimation	13
LPClass: Lightweight Personalized Sensor Data Classification in Computational Social Systems	13
A New Method for Measuring the Behavioral Consistency Degree of WF-Net Systems	13
Dual Distance Center Loss: The Improved Center Loss That Can Run Without the Combination of Softmax Loss, an Application for Vehicle Re-Identification and Person Re-Identification	13
Composite Behavioral Modeling for Identity Theft Detection in Online Social Networks	13
Social Influence Network Simulation Design Affects Behavior of Aggregated Entropy	13
Profit Maximization in Online Influencer Marketing From the Perspective of Modified Agent-Based Modeling	13
LIHAN: A Lattice-Guided Incomplete Heterogeneous Information Network Embedding Model for Node Classification	13
A Novel Spatiotemporal Behavior-Enabled Random Walk Strategy on Online Social Platforms	13
Visible Light Positioning Based on Collaborative LEDs and Edge Computing	13
Behavioral Model for Live Detection of Apps Based Attack	13
Community Sports Organization Development From a Social Network Evolution Perspective— Structures, Stages, and Stimulus	13
Negative Review or Complaint? Exploring Interpretability in Financial Complaints	12
Three-Party Evolutionary Game Model of Stakeholders in Mobile Crowdsourcing	12
Computational Experiments for Complex Social Systems—Part III: The Docking of Domain Models	12
Advanced Machine Learning on Cognitive Computing for Human Behavior Analysis	12
Captionomaly: A Deep Learning Toolbox for Anomaly Captioning in Social Surveillance Systems	12
Solving the Team Allocation Problem in Crowdsourcing via Group Multirole Assignment	12
Quantitatively Interpreting Residents Happiness Prediction by Considering Factor–Factor Interactions	12
Effective Knowledge Dissemination Modeling and Regulation in Blended Learning Networks	12
On Evolutionary Vaccination Game in Activity-Driven Networks	12