OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Computational Social Systems is 41. 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 2020-11-01 to 2024-11-01.)

Article	Citations
COVIDSenti: A Large-Scale Benchmark Twitter Data Set for COVID-19 Sentiment Analysis	215
Deep Correlation Mining Based on Hierarchical Hybrid Networks for Heterogeneous Big Data Recommendations	207
MetaSocieties in Metaverse: MetaEconomics and MetaManagement for MetaEnterprises and MetaCities	159
Robust Collaborative Filtering Recommendation With User-Item-Trust Records	121
WELFake: Word Embedding Over Linguistic Features for Fake News Detection	117
Suicidal Ideation Detection: A Review of Machine Learning Methods and Applications	111
Aspect-Based Sentiment Analysis: A Survey of Deep Learning Methods	110
Measuring and Computing Cognitive Statuses of Construction Workers Based on Electroencephalogram: A Critical Review	89
Intrusion Detection for Secure Social Internet of Things Based on Collaborative Edge Computing: A Generative Adversarial Network-Based Approach	79
Digital Twin Empowered Content Caching in Social-Aware Vehicular Edge Networks	79
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	72
A Hybrid Probabilistic Multiobjective Evolutionary Algorithm for Commercial Recommendation Systems	70
Heterogeneous Network Representation Learning Approach for Ethereum Identity Identification	69
Depression Intensity Estimation via Social Media: A Deep Learning Approach	68
Hierarchical Federated Learning With Social Context Clustering-Based Participant Selection for Internet of Medical Things Applications	62
Real-Time Cloud-Based Patient-Centric Monitoring Using Computational Health Systems	62
Multi-Source Domain Transfer Discriminative Dictionary Learning Modeling for Electroencephalogram-Based Emotion Recognition	62
Detecting Community Depression Dynamics Due to COVID-19 Pandemic in Australia	60
Autonomous Behavioral Decision for Vehicular Agents Based on Cyber-Physical Social Intelligence	58
A Survey of Community Detection in Complex Networks Using Nonnegative Matrix Factorization	57
FedVCP: A Federated-Learning-Based Cooperative Positioning Scheme for Social Internet of Vehicles	57
DeSci Based on Web3 and DAO: A Comprehensive Overview and Reference Model	56
Popularity-Aware and Diverse Web APIs Recommendation Based on Correlation Graph	56
Cloud/Edge Computing Resource Allocation and Pricing for Mobile Blockchain: An Iterative Greedy and Search Approach	54
Sentiment Analysis of Lockdown in India During COVID-19: A Case Study on Twitter	53

T-BERTSum: Topic-Aware Text Summarization Based on BERT	52
CogEmoNet: A Cognitive-Feature-Augmented Driver Emotion Recognition Model for Smart Cockpit	51
Two-Phase Multidocument Summarization Through Content-Attention-Based Subtopic Detection	51
Personality-Aware Product Recommendation System Based on User Interests Mining and Metapath Discovery	51
A Graph-Based Socioeconomic Analysis of Steemit	51
Two-Path Deep Semisupervised Learning for Timely Fake News Detection	51
A Clinical-Oriented Non-Severe Depression Diagnosis Method Based on Cognitive Behavior of Emotional Conflict	46
Hierarchical Domain Adaptation Projective Dictionary Pair Learning Model for EEG Classification in IoMT Systems	46
Explainable AI in Deep Reinforcement Learning Models for Power System Emergency Control	45
Blockchain-Based Two-Stage Federated Learning With Non-IID Data in IoMT System	45
A Blockchain-Based Mutual Authentication Scheme for Collaborative Edge Computing	43
Multiobjective U-Shaped Disassembly Line Balancing Problem Considering Human Fatigue Index and an Efficient Solution	43
Collaborative Edge Computing With FPGA-Based CNN Accelerators for Energy-Efficient and Time-Aware Face Tracking System	42
Information-Utilization-Method-Assisted Multimodal Multiobjective Optimization and Application to Credit Card Fraud Detection	42
Depression Detection From Social Networks Data Based on Machine Learning and Deep Learning Techniques: An Interrogative Survey	42
A Knowledge-Driven Anomaly Detection Framework for Social Production System	41
Detecting Ethereum Ponzi Schemes Based on Improved LightGBM Algorithm	41
Influence-Based Community Partition With Sandwich Method for Social Networks	41