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 2021-06-01 to 2025-06-01.)

Article	Citations
Enhancing Bearing Fault Diagnosis With Deep Learning Model Fusion and Semantic Web Technologies	121
Research on the Generation of Patented Technology Points in New Energy Based on Deep Learning	103
An Intrusion Detection System Based on Normalized Mutual Information Antibodies Feature Selection and Adaptive Quantum Artificial Immune System	91
Spatial Patterns and Development Characteristics of China's Postgraduate Education	77
Constructing a Knowledge Graph for the Chinese Subject Based on Collective Intelligence	76
Enhancing Class Management in Chinese Schools Through Semantic Web Technologies	51
Enhancing Music Generation With a Semantic-Based Sequence-to-Music Transformer Framework	48
Web-Based Semantic Framework for Enhanced Human Motion Prediction With MSTIA-Net	46
Semantic Web-Based Small Sample Data Recommendation Algorithm Using Weighted Mutual Information	41
A Network Intrusion Detection Method for Information Systems Using Federated Learning and Improved Transformer	39
Certain and Uncertain Temporal Data Representation and Reasoning in OWL 2	37
TGCN-Bert Emoji Prediction in Information Systems Using TCN and GCN Fusing Features Based on BERT	29
Contextual Word2Vec Model for Understanding Chinese Out of Vocabularies on Online Social Media	27
Neuro-Based Consensus Seeking for Nonlinear Uncertainty Multi-Agent Systems Constrained by Dead-Zone Input	27
Hybrid Firefly-Ontology-Based Clustering Algorithm for Analyzing Tweets to Extract Causal Factors	24
Image Processing Method of a Visual Communication System Based on Convolutional Neural Network	24
An Open-Ended Web Knowledge Retrieval Framework for the Household Domain With Explanation and Learning Through Argumentation	23
Circular LBP Prior-Based Enhanced GAN for Image Style Transfer	22
A Differential Epidemic Model for Information, Misinformation, and Disinformation in Online Social Networks	22
Enhanced Learning Experiences Based on Regulatory Fit Theory Using Affective State Detection	22
Multidirectional Gradient Feature With Shape Index for Effective Texture Classification	21
A Web Semantic-Based Text Analysis Approach for Enhancing Named Entity Recognition Using PU-Learning and Negative Sampling	20
Web Semantic-Enhanced Multimodal Sentiment Analysis Using Multilayer Cross-Attention Fusion	20
A Web Semantic Mining Method for Fake Cybersecurity Threat Intelligence in Open Source Communities	19
Risk Assessment Modeling of Urban Railway Investment and Financing Based on Improved SVM Model for Advanced Intelligent Systems	15

Machine Learning-Based Automatic Litter Detection and Classification Using Neural Networks in Smart Cities	15
Artificial Intelligence Method for Accurate Translation of Fuzzy Semantics in English Language and Literature	14
Semantic-Aware Hybrid Deep Learning Model for Brain Tumor Detection and Classification Using Adaptive Feature Extraction and Mask-RCNN	14
A Network Intrusion Detection Method for Various Information Systems Based on Federated and Deep Learning	13
A Machine Learning Technique for Detection of Social Media Fake News	12
A Parallel Fractional Lion Algorithm for Data Clustering Based on MapReduce Cluster Framework	12
Research on the Construction and Application of Knowledge Graph in the Ceramic Field Based on Natural Language Processing	12
Tiny-UKSIE	12
A Semantic Web-Based Approach for Bat Trajectory Reconstruction With Human Keypoint Information	11
Information Entropy Augmented High Density Crowd Counting Network	11
Machine Learning-Based Distributed Denial of Services (DDoS) Attack Detection in Intelligent Information Systems	10
An Ontology-Based Automation System	10
MusREL	10
MEC Network Resource Allocation Strategy Based on Improved PSO in 5G Communication Network	9
A Model for Predicting Physical Health of College Students Based on Semantic Web and Deep Learning Under Cloud Edge Collaborative Architecture	8
A Novel Compressed Sensing-Based Graph Isomorphic Network for Key Node Recognition and Entity Alignment	8
An Improved Structural-Based Ontology Matching Approach Using Similarity Spreading	8
Active Temporal Knowledge Graph Alignment	8
Semantic Coarse-to-Fine Granularity Learning for Two-Stage Few-Shot Anomaly Detection	8
Semantic Web-Based Energy-Efficient Design of Dual-Mode Vehicles Based on Deep Neural Networks	7
SSVEP-Enhanced Threat Detection and Its Impact on Image Segmentation	7
A Decentralized Car Rental Transaction Management System Using Blockchain and IPFS	7
Facial Expression Recognition Using a Semantic-Based Bottleneck Attention Module	7
Semantic Web Approaches in Stack Overflow	7
Research on Intelligent Landscape Design Based on Distributed Integrated Model	7
Phishing Website Detection With Semantic Features Based on Machine Learning Classifiers	7
Improvement of Web Semantic and Transformer-Based Knowledge Graph Completion in Low-Dimensional Spaces	6
Attention Pyramid Networks for Object Detection With Semantic Information Fusion	6
A Cloud-Edge Collaborative Gaming Framework Using AI-Powered Foveated Rendering and Super Resolution	6
Improved Semantic Representation Learning by Multiple Clustering for Image-Based 3D Model Retrieval	6
Semantic Web-Based Image Super-Resolution for Enhanced Steel Surface Defect Detection	6
Blog Backlinks Malicious Domain Name Detection via Supervised Learning	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	5
A New Alignment Word-Space Approach for Measuring Semantic Similarity for Arabic Text	5
Affective Prompt-Tuning-Based Language Model for Semantic-Based Emotional Text Generation	5
Discovering Curriculum Components for a New Product Development Course	5
A Secure Data E-Governance for Healthcare Application in Cyber Physical Systems	5
Cat-Squirrel Optimization Algorithm for VM Migration in a Cloud Computing Platform	5
Optimization Design of High-Dimensional Parameters MIMO Antenna in Semantic-Based Mobile Applications	5
Integration and Open Access System Based on Semantic Technologies	5
A Novel Semantic Segmentation Approach Using Improved SegNet and DSC in Remote Sensing Images	5
Intelligent Fake News Detection Leveraging Semantic and Context-Driven Analysis	5
A Semantic Tree-Based Fast-Moving Object Trajectory Tracking Algorithm for Table Tennis	5
Semantic Web-Driven Unsupervised Detection of APT Attacks in Network Traffic Using Enhanced DBSCAN++ and aiNet	4
Chinese Named Entity Recognition Method Combining ALBERT and a Local Adversarial Training and Adding Attention Mechanism	4
Generative AI in Artistic Enterprises	4
Using an Ontology-Based Neural Network and DEA to Discover Deficiencies of Hotel Services	4
Neurotechnologies Applied to Society's Perception of Cyber-Physical Systems (CPS) in Smart Cities	4
Predictive Model Using a Machine Learning Approach for Enhancing the Retention Rate of Students At-Risk	4

Assessing the Effectiveness of Textual Recommendations in KoopaML	4
Exploring the Intersection of Athletic Psychology and Emerging Technologies	4
A Named Entity Recognition Approach for Electronic Medical Records Using BERT Semantic Enhancement and BiLSTM	4
Semantic-Based Optimization of Deep Learning for Efficient Real-Time Medical Image Segmentation	4
Semantically Guided Efficient Attention Transformer for Face Super-Resolution Tasks	4
Semantic Web Insights Into the Classification of Folk Paper-Cut Cultural Genes	4
Adaptive Ontology-Based IoT Resource Provisioning in Computing Systems	4
Deep Learning-Driven Multi-Stage Product Visual Emotional Design Utilizing Web Semantics	4
Analyzing the Sociodemographic Factors Impacting the Use of Virtual Reality for Controlling Obesity	4
Semantic Trajectory Frequent Pattern Mining Model	3
Stability Analysis of EPC Consortium Cooperation Based on Evolutionary Game	3
Federated Semantic Web Framework for Enhanced Financial Risk Control and Data Analysis	3
Optimizing Stock Predictions With Bi-Directional LSTM and Levy Flight Fuzzy Social Spider Optimization (LFFSSO)	3
Semantic-Driven Ghosting-Free Image Fusion Using Dual Gain Video Stream With FPGA	3
Collaborative Social Metric Learning in Trust Network for Recommender Systems	3
A Path-Clustering Driving Travel-Route Excavation	3
Multi Frame Obscene Video Detection With ViT	3
Semantic Trajectory Planning for Industrial Robotics	3
A Lightweight Method of Knowledge Graph Convolution Network for Collaborative Filtering	3
A POI Recommendation Model for Intelligent Systems Using AT-LSTM in Location-Based Social Network Big Data	3
Enforcing Information System Security	3
Evaluation and Comparative Analysis of Semantic Web-Based Strategies for Enhancing Educational System Development	3
Semantic Web-Driven Targeted Adversarial Attack on Black Box Automatic Speech Recognition Systems	3
	2
Enhancing Phishing Detection in Semantic Web Systems Using Optimized Deep Learning Models	2
A Semantic-Embedding Model-Driven Seq2Seq Method for Domain-Oriented Entity Linking on Resource-Restricted Devices	2
Semantic Decision Internal-Attention Graph Convolutional Network for End-to-End Emotion-Cause Pair Extraction	2
	2
Handling Data Scarcity Through Data Augmentation in Training of Deep Neural Networks for 3D Data Processing	2
The Consequences of Gamification in Mobile Commerce Platform Applications	2
A Context-Independent Ontological Linked Data Alignment Approach to Instance Matching	2
Analyzing the Impact of Information Features on User Continuance Intent in Recommendation Systems	2
Semantic-Based Anomaly Detection Approach for Large-Scale Time Series Data in Acceleration Events	2
MC-YOLO-Based Lightweight Detection Method for Nighttime Vehicle Images in a Semantic Web-Based Video Surveillance System	2
Redefining E-Commerce Experience	2
A Semantic Feature Enhancement-Based Aerial Image Target Detection Method Using Dense RFB-FE	2
Examining the Influence of AI Chatbots on Semantic Web-Based Global Information Management in Various Industries	2
Virtual Reality Simulator Enhances Ergonomics Skills for Neurosurgeons	2
Efficient Workflow Scheduling in Edge Cloud-Enabled Space-Air-Ground-Integrated Information Systems	2
Enhanced Safety in Multi-Lane Automated Driving Through Semantic Features	2
Incorporating Web Semantics, the Technology Acceptance Model, and the Theory of Planned Behavior for Analyzing User Intentions on Dating Apps	2
Semantic Web-Based Structural Equation Modeling and Mediating Effects Are Used to Investigate Key Factors	2
Mc-DNN	2
Semantic Web-Enabled Multimodal Entity Recognition Using Collaborative Cross-Attention Mechanism	2
An Agent-Based Social Simulation for Citizenship Competences and Conflict Resolution Styles	2
A Lightweight Cross-Domain Authentication Protocol for Trusted Access to Industrial Internet	2