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 2022-05-01 to 2026-05-01.)

Article	Citations
Enhancing Bearing Fault Diagnosis With Deep Learning Model Fusion and Semantic Web Technologies	82
Research on the Generation of Patented Technology Points in New Energy Based on Deep Learning	81
An Intrusion Detection System Based on Normalized Mutual Information Antibodies Feature Selection and Adaptive Quantum Artificial Immune System	57
Spatial Patterns and Development Characteristics of China's Postgraduate Education	46
Constructing a Knowledge Graph for the Chinese Subject Based on Collective Intelligence	33
Web-Based Semantic Framework for Enhanced Human Motion Prediction With MSTIA-Net	32
Semantic Web-Based Small Sample Data Recommendation Algorithm Using Weighted Mutual Information	30
From Web3 Literacy to Adoption Intention	29
Enhancing Class Management in Chinese Schools Through Semantic Web Technologies	28
Enhancing Music Generation With a Semantic-Based Sequence-to-Music Transformer Framework	27
Contextual Word2Vec Model for Understanding Chinese Out of Vocabularies on Online Social Media	25
A Network Intrusion Detection Method for Information Systems Using Federated Learning and Improved Transformer	24
TGCN-Bert Emoji Prediction in Information Systems Using TCN and GCN Fusing Features Based on BERT	23
Semantic-AI–Enhanced LFC for PV-Integrated Grids Using a TFOID-(PDN+1) Framework	23
Image Processing Method of a Visual Communication System Based on Convolutional Neural Network	22
Neuro-Based Consensus Seeking for Nonlinear Uncertainty Multi-Agent Systems Constrained by Dead-Zone Input	22
Hybrid Firefly-Ontology-Based Clustering Algorithm for Analyzing Tweets to Extract Causal Factors	20
Circular LBP Prior-Based Enhanced GAN for Image Style Transfer	18
Risk Assessment Modeling of Urban Railway Investment and Financing Based on Improved SVM Model for Advanced Intelligent Systems	17
An Open-Ended Web Knowledge Retrieval Framework for the Household Domain With Explanation and Learning Through Argumentation	17
Machine Learning-Based Automatic Litter Detection and Classification Using Neural Networks in Smart Cities	16
A Differential Epidemic Model for Information, Misinformation, and Disinformation in Online Social Networks	14
Semantic-Aware Hybrid Deep Learning Model for Brain Tumor Detection and Classification Using Adaptive Feature Extraction and Mask-RCNN	14
Multidirectional Gradient Feature With Shape Index for Effective Texture Classification	13
A Web Semantic Mining Method for Fake Cybersecurity Threat Intelligence in Open Source Communities	13

A Web Semantic-Based Text Analysis Approach for Enhancing Named Entity Recognition Using PU-Learning and Negative Sampling	12
Artificial Intelligence Method for Accurate Translation of Fuzzy Semantics in English Language and Literature	11
Web Semantic-Enhanced Multimodal Sentiment Analysis Using Multilayer Cross-Attention Fusion	11
Tiny-UKSIE	10
A Parallel Fractional Lion Algorithm for Data Clustering Based on MapReduce Cluster Framework	10
A Semantic Web-Enabled Explainable AI Framework for Interoperable and Scalable Detection of Autism Spectrum Disorder	9
MusREL	8
Semantic-Aware Self-Supervised Distillation for Efficient Real-Time Voice Activity Detection Systems	8
A Network Intrusion Detection Method for Various Information Systems Based on Federated and Deep Learning	8
Bridging Digital Literacy Gaps With AI-Driven Semantic Search Technologies	8
A Machine Learning Technique for Detection of Social Media Fake News	8
Semantic-Aware Temporal Modeling for Intelligent Classroom Behavior Detection	8
A Semantic Web-Based Approach for Bat Trajectory Reconstruction With Human Keypoint Information	8
Research on the Construction and Application of Knowledge Graph in the Ceramic Field Based on Natural Language Processing	8
SSVEP-Enhanced Threat Detection and Its Impact on Image Segmentation	7
Facial Expression Recognition Using a Semantic-Based Bottleneck Attention Module	7
An Ontology-Based Automation System	7
Machine Learning-Based Distributed Denial of Services (DDoS) Attack Detection in Intelligent Information Systems	7
An Improved Structural-Based Ontology Matching Approach Using Similarity Spreading	7
Research on Intelligent Landscape Design Based on Distributed Integrated Model	7
A Decentralized Car Rental Transaction Management System Using Blockchain and IPFS	7
Semantic Coarse-to-Fine Granularity Learning for Two-Stage Few-Shot Anomaly Detection	7
MEC Network Resource Allocation Strategy Based on Improved PSO in 5G Communication Network	7
A Model for Predicting Physical Health of College Students Based on Semantic Web and Deep Learning Under Cloud Edge Collaborative Architecture	7
Active Temporal Knowledge Graph Alignment	6
Improvement of Web Semantic and Transformer-Based Knowledge Graph Completion in Low-Dimensional Spaces	6
Semantic Web-Based Image Super-Resolution for Enhanced Steel Surface Defect Detection	6
Attention Pyramid Networks for Object Detection With Semantic Information Fusion	6
A Semantic Tree-Based Fast-Moving Object Trajectory Tracking Algorithm for Table Tennis	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
A Cloud-Edge Collaborative Gaming Framework Using AI-Powered Foveated Rendering and Super Resolution	6
Ontology-Assisted Dynamic Spatiotemporal Feature Extraction for Short-Term Traffic Forecasting	6
Improved Semantic Representation Learning by Multiple Clustering for Image-Based 3D Model Retrieval	6
A Novel Compressed Sensing-Based Graph Isomorphic Network for Key Node Recognition and Entity Alignment	6
Semantic Web Approaches in Stack Overflow	6
Exploring Semantic Web Tools in Education to Boost Learning and Improve Organizational Efficiency	6
Analysis on the Legal System of International Technology Trade Management Based on Data Mining Analysis	6
Optimization Design of High-Dimensional Parameters MIMO Antenna in Semantic-Based Mobile Applications	6
Cat-Squirrel Optimization Algorithm for VM Migration in a Cloud Computing Platform	5
Semantic Technologies Applied to Blockchain for Cloud Computing Services Marketplace Implementation	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
Semantically Guided Efficient Attention Transformer for Face Super-Resolution Tasks	5
A Named Entity Recognition Approach for Electronic Medical Records Using BERT Semantic Enhancement and BiLSTM	5
Integration and Open Access System Based on Semantic Technologies	5
Affective Prompt-Tuning-Based Language Model for Semantic-Based Emotional Text Generation	5
Intelligent Fake News Detection Leveraging Semantic and Context-Driven Analysis	5
Neurotechnologies Applied to Society's Perception of Cyber-Physical Systems (CPS) in Smart Cities	5
A Secure Data E-Governance for Healthcare Application in Cyber Physical Systems	5

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