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 2021-11-01 to 2025-11-01.)

Article	Citations
Enhancing Bearing Fault Diagnosis With Deep Learning Model Fusion and Semantic Web Technologies	139
An Intrusion Detection System Based on Normalized Mutual Information Antibodies Feature Selection and Adaptive Quantum Artificial Immune System	115
Research on the Generation of Patented Technology Points in New Energy Based on Deep Learning	100
Spatial Patterns and Development Characteristics of China's Postgraduate Education	81
Constructing a Knowledge Graph for the Chinese Subject Based on Collective Intelligence	78
Enhancing Music Generation With a Semantic-Based Sequence-to-Music Transformer Framework	54
Web-Based Semantic Framework for Enhanced Human Motion Prediction With MSTIA-Net	51
Semantic Web-Based Small Sample Data Recommendation Algorithm Using Weighted Mutual Information	49
Enhancing Class Management in Chinese Schools Through Semantic Web Technologies	44
TGCN-Bert Emoji Prediction in Information Systems Using TCN and GCN Fusing Features Based on BERT	43
Contextual Word2Vec Model for Understanding Chinese Out of Vocabularies on Online Social Media	39
An Open-Ended Web Knowledge Retrieval Framework for the Household Domain With Explanation and Learning Through Argumentation	29
A Network Intrusion Detection Method for Information Systems Using Federated Learning and Improved Transformer	29
Neuro-Based Consensus Seeking for Nonlinear Uncertainty Multi-Agent Systems Constrained by Dead-Zone Input	29
Hybrid Firefly-Ontology-Based Clustering Algorithm for Analyzing Tweets to Extract Causal Factors	28
Image Processing Method of a Visual Communication System Based on Convolutional Neural Network	27
Circular LBP Prior-Based Enhanced GAN for Image Style Transfer	26
Risk Assessment Modeling of Urban Railway Investment and Financing Based on Improved SVM Model for Advanced Intelligent Systems	24
Multidirectional Gradient Feature With Shape Index for Effective Texture Classification	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	23
A Web Semantic-Based Text Analysis Approach for Enhancing Named Entity Recognition Using PU-Learning and Negative Sampling	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	22
A Differential Epidemic Model for Information, Misinformation, and Disinformation in Online Social Networks	19

Tiny-UKSIE	18
Artificial Intelligence Method for Accurate Translation of Fuzzy Semantics in English Language and Literature	18
Research on the Construction and Application of Knowledge Graph in the Ceramic Field Based on Natural Language Processing	16
A Network Intrusion Detection Method for Various Information Systems Based on Federated and Deep Learning	16
A Machine Learning Technique for Detection of Social Media Fake News	14
A Semantic Web-Enabled Explainable AI Framework for Interoperable and Scalable Detection of Autism Spectrum Disorder	14
MusREL	13
A Semantic Web-Based Approach for Bat Trajectory Reconstruction With Human Keypoint Information	13
A Parallel Fractional Lion Algorithm for Data Clustering Based on MapReduce Cluster Framework	13
Information Entropy Augmented High Density Crowd Counting Network	12
An Ontology-Based Automation System	12
Machine Learning-Based Distributed Denial of Services (DDoS) Attack Detection in Intelligent Information Systems	12
Bridging Digital Literacy Gaps With AI-Driven Semantic Search Technologies	11
MEC Network Resource Allocation Strategy Based on Improved PSO in 5G Communication Network	11
A Model for Predicting Physical Health of College Students Based on Semantic Web and Deep Learning Under Cloud Edge Collaborative Architecture	10
An Improved Structural-Based Ontology Matching Approach Using Similarity Spreading	9
Semantic Coarse-to-Fine Granularity Learning for Two-Stage Few-Shot Anomaly Detection	9
Active Temporal Knowledge Graph Alignment	8
A Decentralized Car Rental Transaction Management System Using Blockchain and IPFS	8
Semantic Web Approaches in Stack Overflow	8
SSVEP-Enhanced Threat Detection and Its Impact on Image Segmentation	8
Research on Intelligent Landscape Design Based on Distributed Integrated Model	8
A Cloud-Edge Collaborative Gaming Framework Using AI-Powered Foveated Rendering and Super Resolution	8
A Novel Compressed Sensing-Based Graph Isomorphic Network for Key Node Recognition and Entity Alignment	8
Facial Expression Recognition Using a Semantic-Based Bottleneck Attention Module	8
Semantic Web-Based Energy-Efficient Design of Dual-Mode Vehicles Based on Deep Neural Networks	8
Phishing Website Detection With Semantic Features Based on Machine Learning Classifiers	8
Integrating Conceptual Modelling and Ontologies in Marine Spatial Data Infrastructure Design	7
Exploring Semantic Web Tools in Education to Boost Learning and Improve Organizational Efficiency	7
Improved Semantic Representation Learning by Multiple Clustering for Image-Based 3D Model Retrieval	7
Analysis on the Legal System of International Technology Trade Management Based on Data Mining Analysis	6
A Semantic Tree-Based Fast-Moving Object Trajectory Tracking Algorithm for Table Tennis	6
Integration and Open Access System Based on Semantic Technologies	6
A New Alignment Word-Space Approach for Measuring Semantic Similarity for Arabic Text	6
Affective Prompt-Tuning-Based Language Model for Semantic-Based Emotional Text Generation	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 Secure Data E-Governance for Healthcare Application in Cyber Physical Systems	6
Cat-Squirrel Optimization Algorithm for VM Migration in a Cloud Computing Platform	6
Optimization Design of High-Dimensional Parameters MIMO Antenna in Semantic-Based Mobile Applications	6
Improvement of Web Semantic and Transformer-Based Knowledge Graph Completion in Low-Dimensional Spaces	6
A Novel Semantic Segmentation Approach Using Improved SegNet and DSC in Remote Sensing Images	6