OOIR: Observatory of International Research

Papers

(The TQCC of International Journal on Semantic Web and Information Systems is 6. 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 2022-06-01 to 2026-06-01.)

Article	Citations
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	58
Enhancing Bearing Fault Diagnosis With Deep Learning Model Fusion and Semantic Web Technologies	46
Spatial Patterns and Development Characteristics of China's Postgraduate Education	34
Constructing a Knowledge Graph for the Chinese Subject Based on Collective Intelligence	32
Web-Based Semantic Framework for Enhanced Human Motion Prediction With MSTIA-Net	30
Enhancing Class Management in Chinese Schools Through Semantic Web Technologies	29
Semantic Web-Based Small Sample Data Recommendation Algorithm Using Weighted Mutual Information	28
Enhancing Music Generation With a Semantic-Based Sequence-to-Music Transformer Framework	27
From Web3 Literacy to Adoption Intention	25
Contextual Word2Vec Model for Understanding Chinese Out of Vocabularies on Online Social Media	24
A Network Intrusion Detection Method for Information Systems Using Federated Learning and Improved Transformer	23
Semantic-AI–Enhanced LFC for PV-Integrated Grids Using a TFOID-(PDN+1) Framework	22
TGCN-Bert Emoji Prediction in Information Systems Using TCN and GCN Fusing Features Based on BERT	22
Image Processing Method of a Visual Communication System Based on Convolutional Neural Network	21
Neuro-Based Consensus Seeking for Nonlinear Uncertainty Multi-Agent Systems Constrained by Dead-Zone Input	20
Hybrid Firefly-Ontology-Based Clustering Algorithm for Analyzing Tweets to Extract Causal Factors	19
Circular LBP Prior-Based Enhanced GAN for Image Style Transfer	17
An Open-Ended Web Knowledge Retrieval Framework for the Household Domain With Explanation and Learning Through Argumentation	17
Risk Assessment Modeling of Urban Railway Investment and Financing Based on Improved SVM Model for Advanced Intelligent Systems	16
Machine Learning-Based Automatic Litter Detection and Classification Using Neural Networks in Smart Cities	14
A Web Semantic Mining Method for Fake Cybersecurity Threat Intelligence in Open Source Communities	14
Multidirectional Gradient Feature With Shape Index for Effective Texture Classification	13
A Differential Epidemic Model for Information, Misinformation, and Disinformation in Online Social Networks	13
A Web Semantic-Based Text Analysis Approach for Enhancing Named Entity Recognition Using PU-Learning and Negative Sampling	13

Web Semantic-Enhanced Multimodal Sentiment Analysis Using Multilayer Cross-Attention Fusion	11
Semantic-Aware Hybrid Deep Learning Model for Brain Tumor Detection and Classification Using Adaptive Feature Extraction and Mask-RCNN	11
Tiny-UKSIE	10
Artificial Intelligence Method for Accurate Translation of Fuzzy Semantics in English Language and Literature	10
A Semantic Web-Enabled Explainable AI Framework for Interoperable and Scalable Detection of Autism Spectrum Disorder	9
A Parallel Fractional Lion Algorithm for Data Clustering Based on MapReduce Cluster Framework	8
A Machine Learning Technique for Detection of Social Media Fake News	8
MEC Network Resource Allocation Strategy Based on Improved PSO in 5G Communication Network	8
Semantic-Aware Self-Supervised Distillation for Efficient Real-Time Voice Activity Detection Systems	8
Research on the Construction and Application of Knowledge Graph in the Ceramic Field Based on Natural Language Processing	8
A Semantic Web-Based Approach for Bat Trajectory Reconstruction With Human Keypoint Information	8
Semantic-Aware Temporal Modeling for Intelligent Classroom Behavior Detection	8
A Network Intrusion Detection Method for Various Information Systems Based on Federated and Deep Learning	8
An Improved Structural-Based Ontology Matching Approach Using Similarity Spreading	7
An Ontology-Based Automation System	7
A Decentralized Car Rental Transaction Management System Using Blockchain and IPFS	7
Facial Expression Recognition Using a Semantic-Based Bottleneck Attention Module	7
MusREL	7
Machine Learning-Based Distributed Denial of Services (DDoS) Attack Detection in Intelligent Information Systems	7
A Novel Compressed Sensing-Based Graph Isomorphic Network for Key Node Recognition and Entity Alignment	7
Bridging Digital Literacy Gaps With AI-Driven Semantic Search Technologies	7
Semantic Coarse-to-Fine Granularity Learning for Two-Stage Few-Shot Anomaly Detection	7
Research on Intelligent Landscape Design Based on Distributed Integrated Model	7
Active Temporal Knowledge Graph Alignment	6
Integrating Conceptual Modelling and Ontologies in Marine Spatial Data Infrastructure Design	6
Semantic Web-Based Image Super-Resolution for Enhanced Steel Surface Defect Detection	6
Optimization Design of High-Dimensional Parameters MIMO Antenna in Semantic-Based Mobile Applications	6
Analysis on the Legal System of International Technology Trade Management Based on Data Mining Analysis	6
Improvement of Web Semantic and Transformer-Based Knowledge Graph Completion in Low-Dimensional Spaces	6
A Model for Predicting Physical Health of College Students Based on Semantic Web and Deep Learning Under Cloud Edge Collaborative Architecture	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
A Semantic Tree-Based Fast-Moving Object Trajectory Tracking Algorithm for Table Tennis	6
Exploring Semantic Web Tools in Education to Boost Learning and Improve Organizational Efficiency	6
SSVEP-Enhanced Threat Detection and Its Impact on Image Segmentation	6
Semantic Web-Based Energy-Efficient Design of Dual-Mode Vehicles Based on Deep Neural Networks	6
Semantic Web Approaches in Stack Overflow	6
Ontology-Assisted Dynamic Spatiotemporal Feature Extraction for Short-Term Traffic Forecasting	6
Attention Pyramid Networks for Object Detection With Semantic Information Fusion	6