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 2021-05-01 to 2025-05-01.)

Article	Citations
Research on the Generation of Patented Technology Points in New Energy Based on Deep Learning	115
Enhancing Bearing Fault Diagnosis With Deep Learning Model Fusion and Semantic Web Technologies	100
An Intrusion Detection System Based on Normalized Mutual Information Antibodies Feature Selection and Adaptive Quantum Artificial Immune System	89
Spatial Patterns and Development Characteristics of China's Postgraduate Education	76
Constructing a Knowledge Graph for the Chinese Subject Based on Collective Intelligence	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	46
Enhancing Class Management in Chinese Schools Through Semantic Web Technologies	46
Enhancing Music Generation With a Semantic-Based Sequence-to-Music Transformer Framework	40
Certain and Uncertain Temporal Data Representation and Reasoning in OWL 2	39
Contextual Word2Vec Model for Understanding Chinese Out of Vocabularies on Online Social Media	37
TGCN-Bert Emoji Prediction in Information Systems Using TCN and GCN Fusing Features Based on BERT	28
A Network Intrusion Detection Method for Information Systems Using Federated Learning and Improved Transformer	27
An Open-Ended Web Knowledge Retrieval Framework for the Household Domain With Explanation and Learning Through Argumentation	26
Image Processing Method of a Visual Communication System Based on Convolutional Neural Network	24
Hybrid Firefly-Ontology-Based Clustering Algorithm for Analyzing Tweets to Extract Causal Factors	23
Neuro-Based Consensus Seeking for Nonlinear Uncertainty Multi-Agent Systems Constrained by Dead-Zone Input	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	21
Multidirectional Gradient Feature With Shape Index for Effective Texture Classification	21
A Web Semantic Mining Method for Fake Cybersecurity Threat Intelligence in Open Source Communities	20
A Web Semantic-Based Text Analysis Approach for Enhancing Named Entity Recognition Using PU-Learning and Negative Sampling	19
Risk Assessment Modeling of Urban Railway Investment and Financing Based on Improved SVM Model for Advanced Intelligent Systems	19
Web Semantic-Enhanced Multimodal Sentiment Analysis Using Multilayer Cross-Attention Fusion	16
Semantic-Aware Hybrid Deep Learning Model for Brain Tumor Detection and Classification Using Adaptive Feature Extraction and Mask-RCNN	15

Machine Learning-Based Automatic Litter Detection and Classification Using Neural Networks in Smart Cities	13
Enhanced Learning Experiences Based on Regulatory Fit Theory Using Affective State Detection	13
Research on the Construction and Application of Knowledge Graph in the Ceramic Field Based on Natural Language Processing	13
Artificial Intelligence Method for Accurate Translation of Fuzzy Semantics in English Language and Literature	13
A Network Intrusion Detection Method for Various Information Systems Based on Federated and Deep Learning	12
A Parallel Fractional Lion Algorithm for Data Clustering Based on MapReduce Cluster Framework	12
A Machine Learning Technique for Detection of Social Media Fake News	11
Tiny-UKSIE	11
An Ontology-Based Automation System	11
A Semantic Web-Based Approach for Bat Trajectory Reconstruction With Human Keypoint Information	10
Information Entropy Augmented High Density Crowd Counting Network	10
MusREL	9
MEC Network Resource Allocation Strategy Based on Improved PSO in 5G Communication Network	9
Machine Learning-Based Distributed Denial of Services (DDoS) Attack Detection in Intelligent Information Systems	9
Semantic Coarse-to-Fine Granularity Learning for Two-Stage Few-Shot Anomaly Detection	8
Active Temporal Knowledge Graph Alignment	8
A Model for Predicting Physical Health of College Students Based on Semantic Web and Deep Learning Under Cloud Edge Collaborative Architecture	8
An Improved Structural-Based Ontology Matching Approach Using Similarity Spreading	8
Phishing Website Detection With Semantic Features Based on Machine Learning Classifiers	7
A Novel Compressed Sensing-Based Graph Isomorphic Network for Key Node Recognition and Entity Alignment	7
Research on Intelligent Landscape Design Based on Distributed Integrated Model	7
Facial Expression Recognition Using a Semantic-Based Bottleneck Attention Module	7
Semantic Web-Based Energy-Efficient Design of Dual-Mode Vehicles Based on Deep Neural Networks	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
A Decentralized Car Rental Transaction Management System Using Blockchain and IPFS	6
Improvement of Web Semantic and Transformer-Based Knowledge Graph Completion in Low-Dimensional Spaces	6
Improved Semantic Representation Learning by Multiple Clustering for Image-Based 3D Model Retrieval	6
Semantic Web Approaches in Stack Overflow	6
Blog Backlinks Malicious Domain Name Detection via Supervised Learning	6