OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Computational Social Systems is 39. 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 2020-05-01 to 2024-05-01.)

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
Real-Time Cloud-Based Patient-Centric Monitoring Using Computational Health Systems	52
Heterogeneous Network Representation Learning Approach for Ethereum Identity Identification	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

Personality-Aware Product Recommendation System Based on User Interests Mining and Metapath Discovery	47
Cloud/Edge Computing Resource Allocation and Pricing for Mobile Blockchain: An Iterative Greedy and Search Approach	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
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	43
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
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
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