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 2021-08-01 to 2025-08-01.)

Article	Citations
Enhancing Bearing Fault Diagnosis With Deep Learning Model Fusion and Semantic Web Technologies	131
Spatial Patterns and Development Characteristics of China's Postgraduate Education	106
An Intrusion Detection System Based on Normalized Mutual Information Antibodies Feature Selection and Adaptive Quantum Artificial Immune System	94
Web-Based Semantic Framework for Enhanced Human Motion Prediction With MSTIA-Net	78
Research on the Generation of Patented Technology Points in New Energy Based on Deep Learning	78
Constructing a Knowledge Graph for the Chinese Subject Based on Collective Intelligence	51
Enhancing Class Management in Chinese Schools Through Semantic Web Technologies	51
Semantic Web-Based Small Sample Data Recommendation Algorithm Using Weighted Mutual Information	46
Enhancing Music Generation With a Semantic-Based Sequence-to-Music Transformer Framework	43
TGCN-Bert Emoji Prediction in Information Systems Using TCN and GCN Fusing Features Based on BERT	42
Contextual Word2Vec Model for Understanding Chinese Out of Vocabularies on Online Social Media	38
Neuro-Based Consensus Seeking for Nonlinear Uncertainty Multi-Agent Systems Constrained by Dead-Zone Input	29
A Network Intrusion Detection Method for Information Systems Using Federated Learning and Improved Transformer	29
Hybrid Firefly-Ontology-Based Clustering Algorithm for Analyzing Tweets to Extract Causal Factors	28
Circular LBP Prior-Based Enhanced GAN for Image Style Transfer	26
Image Processing Method of a Visual Communication System Based on Convolutional Neural Network	26
An Open-Ended Web Knowledge Retrieval Framework for the Household Domain With Explanation and Learning Through Argumentation	24
Semantic-Aware Hybrid Deep Learning Model for Brain Tumor Detection and Classification Using Adaptive Feature Extraction and Mask-RCNN	23
Machine Learning-Based Automatic Litter Detection and Classification Using Neural Networks in Smart Cities	22
Enhanced Learning Experiences Based on Regulatory Fit Theory Using Affective State Detection	22
A Web Semantic Mining Method for Fake Cybersecurity Threat Intelligence in Open Source Communities	22
Web Semantic-Enhanced Multimodal Sentiment Analysis Using Multilayer Cross-Attention Fusion	21
A Web Semantic-Based Text Analysis Approach for Enhancing Named Entity Recognition Using PU-Learning and Negative Sampling	20
Risk Assessment Modeling of Urban Railway Investment and Financing Based on Improved SVM Model for Advanced Intelligent Systems	20
A Differential Epidemic Model for Information, Misinformation, and Disinformation in Online Social Networks	17

A Machine Learning Technique for Detection of Social Media Fake News	15
Multidirectional Gradient Feature With Shape Index for Effective Texture Classification	15
Tiny-UKSIE	15
Artificial Intelligence Method for Accurate Translation of Fuzzy Semantics in English Language and Literature	15
A Network Intrusion Detection Method for Various Information Systems Based on Federated and Deep Learning	13
A Parallel Fractional Lion Algorithm for Data Clustering Based on MapReduce Cluster Framework	13
Research on the Construction and Application of Knowledge Graph in the Ceramic Field Based on Natural Language Processing	12
A Semantic Web-Based Approach for Bat Trajectory Reconstruction With Human Keypoint Information	12
Information Entropy Augmented High Density Crowd Counting Network	12
Bridging Digital Literacy Gaps With AI-Driven Semantic Search Technologies	11
An Ontology-Based Automation System	11
MEC Network Resource Allocation Strategy Based on Improved PSO in 5G Communication Network	11
MusREL	11
Machine Learning-Based Distributed Denial of Services (DDoS) Attack Detection in Intelligent Information Systems	10
Research on Intelligent Landscape Design Based on Distributed Integrated Model	9
A Model for Predicting Physical Health of College Students Based on Semantic Web and Deep Learning Under Cloud Edge Collaborative Architecture	9
A Decentralized Car Rental Transaction Management System Using Blockchain and IPFS	9
Semantic Coarse-to-Fine Granularity Learning for Two-Stage Few-Shot Anomaly Detection	9
Facial Expression Recognition Using a Semantic-Based Bottleneck Attention Module	8
SSVEP-Enhanced Threat Detection and Its Impact on Image Segmentation	8
An Improved Structural-Based Ontology Matching Approach Using Similarity Spreading	8
Phishing Website Detection With Semantic Features Based on Machine Learning Classifiers	8
Active Temporal Knowledge Graph Alignment	8
A Novel Compressed Sensing-Based Graph Isomorphic Network for Key Node Recognition and Entity Alignment	8
Improved Semantic Representation Learning by Multiple Clustering for Image-Based 3D Model Retrieval	7
A Cloud-Edge Collaborative Gaming Framework Using AI-Powered Foveated Rendering and Super Resolution	7
Exploring Semantic Web Tools in Education to Boost Learning and Improve Organizational Efficiency	7
Semantic Web Approaches in Stack Overflow	7
Improvement of Web Semantic and Transformer-Based Knowledge Graph Completion in Low-Dimensional Spaces	7
Semantic Web-Based Energy-Efficient Design of Dual-Mode Vehicles Based on Deep Neural Networks	7
Integration and Open Access System Based on Semantic Technologies	6
A Novel Semantic Segmentation Approach Using Improved SegNet and DSC in Remote Sensing Images	6
Optimization Design of High-Dimensional Parameters MIMO Antenna in Semantic-Based Mobile Applications	6
Discovering Curriculum Components for a New Product Development Course	6
Semantic Web-Based Image Super-Resolution for Enhanced Steel Surface Defect Detection	6
A Semantic Tree-Based Fast-Moving Object Trajectory Tracking Algorithm for Table Tennis	6
A Secure Data E-Governance for Healthcare Application in Cyber Physical Systems	6
Analysis on the Legal System of International Technology Trade Management Based on Data Mining Analysis	6
Attention Pyramid Networks for Object Detection With Semantic Information Fusion	6
A New Alignment Word-Space Approach for Measuring Semantic Similarity for Arabic Text	5
Semantically Guided Efficient Attention Transformer for Face Super-Resolution Tasks	5
Exploring the Intersection of Athletic Psychology and Emerging Technologies	5
A Named Entity Recognition Approach for Electronic Medical Records Using BERT Semantic Enhancement and BiLSTM	5
Cat-Squirrel Optimization Algorithm for VM Migration in a Cloud Computing Platform	5
Semantic Web-Driven Unsupervised Detection of APT Attacks in Network Traffic Using Enhanced DBSCAN++ and aiNet	5
Neurotechnologies Applied to Society's Perception of Cyber-Physical Systems (CPS) in Smart Cities	5
Predictive Model Using a Machine Learning Approach for Enhancing the Retention Rate of Students At-Risk	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
Semantic Web Insights Into the Classification of Folk Paper-Cut Cultural Genes	5

Assessing the Effectiveness of Textual Recommendations in KoopaML	5
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
Stability Analysis of EPC Consortium Cooperation Based on Evolutionary Game	4
Enforcing Information System Security	4
WasGeo	4
Using an Ontology-Based Neural Network and DEA to Discover Deficiencies of Hotel Services	4
A Path-Clustering Driving Travel-Route Excavation	4
Analyzing the Sociodemographic Factors Impacting the Use of Virtual Reality for Controlling Obesity	4
Semantic-Based Optimization of Deep Learning for Efficient Real-Time Medical Image Segmentation	4
Adaptive Ontology-Based IoT Resource Provisioning in Computing Systems	4
Generative AI in Artistic Enterprises	4
Multi Frame Obscene Video Detection With ViT	4
Optimizing Stock Predictions With Bi-Directional LSTM and Levy Flight Fuzzy Social Spider Optimization (LFFSSO)	4
Semantic Trajectory Frequent Pattern Mining Model	3
Semantic Web-Driven Targeted Adversarial Attack on Black Box Automatic Speech Recognition Systems	3
Semantic-Driven Ghosting-Free Image Fusion Using Dual Gain Video Stream With FPGA	3
Examining the Influence of AI Chatbots on Semantic Web-Based Global Information Management in Various Industries	3
Boosting Intrusion Detection Against DDoS Attacks Using a Feature Engineering-Based Fine-Tuned XGBoost Model	3
A POI Recommendation Model for Intelligent Systems Using AT-LSTM in Location-Based Social Network Big Data	3
A Lightweight Method of Knowledge Graph Convolution Network for Collaborative Filtering	3
Evaluation and Comparative Analysis of Semantic Web-Based Strategies for Enhancing Educational System Development	3
Collaborative Social Metric Learning in Trust Network for Recommender Systems	3
An Agent-Based Social Simulation for Citizenship Competences and Conflict Resolution Styles	3
Semantic Web-Enabled Multimodal Entity Recognition Using Collaborative Cross-Attention Mechanism	3
Federated Semantic Web Framework for Enhanced Financial Risk Control and Data Analysis	3
Semantic Trajectory Planning for Industrial Robotics	3
The Consequences of Gamification in Mobile Commerce Platform Applications	3
Handling Data Scarcity Through Data Augmentation in Training of Deep Neural Networks for 3D Data Processing	3
A Lightweight Cross-Domain Authentication Protocol for Trusted Access to Industrial Internet	3
Efficient Workflow Scheduling in Edge Cloud-Enabled Space-Air-Ground-Integrated Information Systems	2
Advanced Detection of Chronic Atrophic Gastritis Using High-Resolution Endoscopy and Semantic Web	2
Collaborative Motivation Framework Leveraging Similar Interest Behavior in Semantic Web Applications	2
Deep Learning-Based Sentiment and Stance Analysis of Tweets About Vaccination	2
MC-YOLO-Based Lightweight Detection Method for Nighttime Vehicle Images in a Semantic Web-Based Video Surveillance System	2
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A Context-Independent Ontological Linked Data Alignment Approach to Instance Matching	2
Enhanced Safety in Multi-Lane Automated Driving Through Semantic Features	2
Semantic-Aware Security Protocol Design for 6G Non-Terrestrial Networks	2
A Model of Semantic-Based Image Retrieval Using C-Tree and Neighbor Graph	2
Deep Embedding Learning With Auto-Encoder for Large-Scale Ontology Matching	2
Semantic Web-Based Structural Equation Modeling and Mediating Effects Are Used to Investigate Key Factors	2
Mc-DNN	2
A Semantic Feature Enhancement-Based Aerial Image Target Detection Method Using Dense RFB-FE	2
Incorporating Web Semantics, the Technology Acceptance Model, and the Theory of Planned Behavior for Analyzing User Intentions on Dating Apps	2
Analyzing the Impact of Information Features on User Continuance Intent in Recommendation Systems	2
Semantic-Driven Paradigm Shift in Campus Guide Design Leveraging the KE-AIGC Framework	2
Semantic Web-Driven Efficient Self-Attention Mechanism for High-Resolution Image Reconstruction	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
Virtual Reality Simulator Enhances Ergonomics Skills for Neurosurgeons	2
Enhancing Phishing Detection in Semantic Web Systems Using Optimized Deep Learning Models	2