OOIR: Observatory of International Research

Papers

(The median citation count of International Journal on Semantic Web and Information Systems is 2. 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 2022-08-01 to 2026-08-01.)

Article	Citations
Research on the Generation of Patented Technology Points in New Energy Based on Deep Learning	80
Enhancing Bearing Fault Diagnosis With Deep Learning Model Fusion and Semantic Web Technologies	64
Spatial Patterns and Development Characteristics of China's Postgraduate Education	46
Web-Based Semantic Framework for Enhanced Human Motion Prediction With MSTIA-Net	34
From Web3 Literacy to Adoption Intention	32
Enhancing Class Management in Chinese Schools Through Semantic Web Technologies	30
Constructing a Knowledge Graph for the Chinese Subject Based on Collective Intelligence	25
Enhancing Music Generation With a Semantic-Based Sequence-to-Music Transformer Framework	24
Semantic Web-Based Small Sample Data Recommendation Algorithm Using Weighted Mutual Information	24
TGCN-Bert Emoji Prediction in Information Systems Using TCN and GCN Fusing Features Based on BERT	22
Contextual Word2Vec Model for Understanding Chinese Out of Vocabularies on Online Social Media	22
Semantic-AI–Enhanced LFC for PV-Integrated Grids Using a TFOID-(PDN+1) Framework	20
A Network Intrusion Detection Method for Information Systems Using Federated Learning and Improved Transformer	20
Neuro-Based Consensus Seeking for Nonlinear Uncertainty Multi-Agent Systems Constrained by Dead-Zone Input	18
An Open-Ended Web Knowledge Retrieval Framework for the Household Domain With Explanation and Learning Through Argumentation	17
Circular LBP Prior-Based Enhanced GAN for Image Style Transfer	17
A Differential Epidemic Model for Information, Misinformation, and Disinformation in Online Social Networks	14
Image Processing Method of a Visual Communication System Based on Convolutional Neural Network	14
Machine Learning-Based Automatic Litter Detection and Classification Using Neural Networks in Smart Cities	13
A Web Semantic-Based Text Analysis Approach for Enhancing Named Entity Recognition Using PU-Learning and Negative Sampling	13
Risk Assessment Modeling of Urban Railway Investment and Financing Based on Improved SVM Model for Advanced Intelligent Systems	13
A Web Semantic Mining Method for Fake Cybersecurity Threat Intelligence in Open Source Communities	13
Multidirectional Gradient Feature With Shape Index for Effective Texture Classification	12
Semantic-Aware Hybrid Deep Learning Model for Brain Tumor Detection and Classification Using Adaptive Feature Extraction and Mask-RCNN	12
Web Semantic-Enhanced Multimodal Sentiment Analysis Using Multilayer Cross-Attention Fusion	10

Artificial Intelligence Method for Accurate Translation of Fuzzy Semantics in English Language and Literature	9
Tiny-UKSIE	9
A Semantic Web-Enabled Explainable AI Framework for Interoperable and Scalable Detection of Autism Spectrum Disorder	8
Semantic-Aware Temporal Modeling for Intelligent Classroom Behavior Detection	8
Research on the Construction and Application of Knowledge Graph in the Ceramic Field Based on Natural Language Processing	8
A Machine Learning Technique for Detection of Social Media Fake News	8
An Ontology-Based Automation System	8
A Network Intrusion Detection Method for Various Information Systems Based on Federated and Deep Learning	8
Machine Learning-Based Distributed Denial of Services (DDoS) Attack Detection in Intelligent Information Systems	8
Semantic-Aware Self-Supervised Distillation for Efficient Real-Time Voice Activity Detection Systems	8
MEC Network Resource Allocation Strategy Based on Improved PSO in 5G Communication Network	7
Semantic Coarse-to-Fine Granularity Learning for Two-Stage Few-Shot Anomaly Detection	7
Facial Expression Recognition Using a Semantic-Based Bottleneck Attention Module	7
Bridging Digital Literacy Gaps With AI-Driven Semantic Search Technologies	7
A Decentralized Car Rental Transaction Management System Using Blockchain and IPFS	7
A Semantic Web-Based Approach for Bat Trajectory Reconstruction With Human Keypoint Information	7
MusREL	7
SSVEP-Enhanced Threat Detection and Its Impact on Image Segmentation	7
A Model for Predicting Physical Health of College Students Based on Semantic Web and Deep Learning Under Cloud Edge Collaborative Architecture	6
Semantic Web Approaches in Stack Overflow	6
A Cloud-Edge Collaborative Gaming Framework Using AI-Powered Foveated Rendering and Super Resolution	6
CR4PD Course Recommendations for Professional Development in Thailand's Qualification Framework	6
Semantic Web-Based Image Super-Resolution for Enhanced Steel Surface Defect Detection	6
A Novel Compressed Sensing-Based Graph Isomorphic Network for Key Node Recognition and Entity Alignment	6
Integrating Conceptual Modelling and Ontologies in Marine Spatial Data Infrastructure Design	6
Semantic Web-Based Energy-Efficient Design of Dual-Mode Vehicles Based on Deep Neural Networks	6
Ontology-Assisted Dynamic Spatiotemporal Feature Extraction for Short-Term Traffic Forecasting	6
Integration and Open Access System Based on Semantic Technologies	6
Improvement of Web Semantic and Transformer-Based Knowledge Graph Completion in Low-Dimensional Spaces	6
Active Temporal Knowledge Graph Alignment	6
Research on Intelligent Landscape Design Based on Distributed Integrated Model	6
Exploring Semantic Web Tools in Education to Boost Learning and Improve Organizational Efficiency	6
Improved Semantic Representation Learning by Multiple Clustering for Image-Based 3D Model Retrieval	6
Semantic-Aware Multimodal Optimization and Policy Learning for Intelligent Product Design Systems	6
Analysis on the Legal System of International Technology Trade Management Based on Data Mining Analysis	6
An Improved Structural-Based Ontology Matching Approach Using Similarity Spreading	6
Optimization Design of High-Dimensional Parameters MIMO Antenna in Semantic-Based Mobile Applications	5
Deep Learning-Based Intelligent Decision Support System for Crop Recommendation	5
Semantic Technologies Applied to Blockchain for Cloud Computing Services Marketplace Implementation	5
Intelligent Fake News Detection Leveraging Semantic and Context-Driven Analysis	5
Affective Prompt-Tuning-Based Language Model for Semantic-Based Emotional Text Generation	5
A Semantic Tree-Based Fast-Moving Object Trajectory Tracking Algorithm for Table Tennis	5
A Secure Data E-Governance for Healthcare Application in Cyber Physical Systems	5
Semantic Web-Driven Unsupervised Detection of APT Attacks in Network Traffic Using Enhanced DBSCAN++ and aiNet	5
A Novel Semantic Segmentation Approach Using Improved SegNet and DSC in Remote Sensing Images	5
Attention Pyramid Networks for Object Detection With Semantic Information Fusion	5
Semantically Guided Efficient Attention Transformer for Face Super-Resolution Tasks	5
Semantic-Aware Multi-Scale Contrastive Learning for UAV Tiny Object Tracking	5
Chinese Named Entity Recognition Method Combining ALBERT and a Local Adversarial Training and Adding Attention Mechanism	4
Adaptive Ontology-Based IoT Resource Provisioning in Computing Systems	4

Semantic-Based Optimization of Deep Learning for Efficient Real-Time Medical Image Segmentation	4
Neurotechnologies Applied to Society's Perception of Cyber-Physical Systems (CPS) in Smart Cities	4
A Named Entity Recognition Approach for Electronic Medical Records Using BERT Semantic Enhancement and BiLSTM	4
Semantic Web Insights Into the Classification of Folk Paper-Cut Cultural Genes	4
Deep Learning-Driven Multi-Stage Product Visual Emotional Design Utilizing Web Semantics	4
Generative AI in Artistic Enterprises	4
Exploring the Intersection of Athletic Psychology and Emerging Technologies	4
Assessing the Effectiveness of Textual Recommendations in KoopaML	4
WasGeo	4
Optimizing Stock Predictions With Bi-Directional LSTM and Levy Flight Fuzzy Social Spider Optimization (LFFSSO)	4
Out-of-Vocabulary Handling in Part-of-Speech Tagging	3
A Semantically-Driven Multimodal Sentiment Analysis Framework With Temporal and Synergistic Attention	3
A POI Recommendation Model for Intelligent Systems Using AT-LSTM in Location-Based Social Network Big Data	3
Semantic Reference Matching and Diffusion Learning for Intelligent Super-Resolution in Visual Information Systems	3
The Consequences of Gamification in Mobile Commerce Platform Applications	3
A Lightweight Cross-Domain Authentication Protocol for Trusted Access to Industrial Internet	3
Semantic-Driven Ghosting-Free Image Fusion Using Dual Gain Video Stream With FPGA	3
A Path-Clustering Driving Travel-Route Excavation	3
Multi Frame Obscene Video Detection With ViT	3
Examining the Influence of AI Chatbots on Semantic Web-Based Global Information Management in Various Industries	3
Semantic Web-Driven Targeted Adversarial Attack on Black Box Automatic Speech Recognition Systems	3
Reliability Fatigue Assessment Based on Electromagnetic Features and Stacking Ensemble Learning	3
A Semantic Feature Enhancement-Based Aerial Image Target Detection Method Using Dense RFB-FE	3
Semantic Trajectory Planning for Industrial Robotics	3
A Lightweight Method of Knowledge Graph Convolution Network for Collaborative Filtering	3
Stability Analysis of EPC Consortium Cooperation Based on Evolutionary Game	3
Enforcing Information System Security	3
Semantic Web-Enabled Multimodal Entity Recognition Using Collaborative Cross-Attention Mechanism	3
Collaborative Social Metric Learning in Trust Network for Recommender Systems	3
Boosting Intrusion Detection Against DDoS Attacks Using a Feature Engineering-Based Fine-Tuned XGBoost Model	3
An Agent-Based Social Simulation for Citizenship Competences and Conflict Resolution Styles	3
Federated Semantic Web Framework for Enhanced Financial Risk Control and Data Analysis	3
Breaking Boundaries	3
Enhancing Phishing Detection in Semantic Web Systems Using Optimized Deep Learning Models	2
Semantic Web-Based Structural Equation Modeling and Mediating Effects Are Used to Investigate Key Factors	2
Efficient Workflow Scheduling in Edge Cloud-Enabled Space-Air-Ground-Integrated Information Systems	2
Ontology-Enhanced Structure-Prior and View-Consistent 3D Reconstruction for Semantic Visual Systems	2
Semantic Web Techniques for Extracting and Analyzing of Cropland Abandonment in Hilly Areas	2
Analyzing the Impact of Information Features on User Continuance Intent in Recommendation Systems	2
Semantic Web-Driven Hybrid Adaptive Control System for Trajectory Tracking in Robotic Arms	2
DTSafe-O	2
Collaborative Motivation Framework Leveraging Similar Interest Behavior in Semantic Web Applications	2
Semantic-Based Anomaly Detection Approach for Large-Scale Time Series Data in Acceleration Events	2
RL-OGSA-EEOSP	2
Semantic Web-Driven Relation Verification for Visual Assembly Quality Inspection	2
	2
MC-YOLO-Based Lightweight Detection Method for Nighttime Vehicle Images in a Semantic Web-Based Video Surveillance System	2
Web Security in the Digital Age	2
Semantic-Enhanced Classification of DNA Sequences Using Machine Learning and Deep Learning Approaches	2
Deep Learning-Based Sentiment and Stance Analysis of Tweets About Vaccination	2
Semantic Web-Driven Efficient Self-Attention Mechanism for High-Resolution Image Reconstruction	2
Incorporating Web Semantics, the Technology Acceptance Model, and the Theory of Planned Behavior for Analyzing User Intentions on Dating Apps	2
Redefining E-Commerce Experience	2
Evaluating the Novelty of Information	2
Virtual Reality Simulator Enhances Ergonomics Skills for Neurosurgeons	2
Semantic Decision Internal-Attention Graph Convolutional Network for End-to-End Emotion-Cause Pair Extraction	2
Enhanced Safety in Multi-Lane Automated Driving Through Semantic Features	2
Semantic-Enhanced Risk-Aware Dual-Layer Privacy-Preserving Verifiable Access Control for OT Systems	2
Advanced Detection of Chronic Atrophic Gastritis Using High-Resolution Endoscopy and Semantic Web	2
Semantic-Driven Paradigm Shift in Campus Guide Design Leveraging the KE-AIGC Framework	2
Semantic-Aware Security Protocol Design for 6G Non-Terrestrial Networks	2
Semantic Web-Guided Bi-Context Scheduling for Airport Ground Vehicle Operations	2