OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Computational Social Systems is 46. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-05-01 to 2025-05-01.)

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
Visualizing Routes With AI-Discovered Street-View Patterns	68
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
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
Effective Knowledge Dissemination Modeling and Regulation in Blended Learning Networks	48
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
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
Privacy-Preserving Blockchain-Based Federated Learning for Marine Internet of Things	47
PFBL: Prototype-Based Fully Balanced Learning for Multimodal Fake News Detection	47