OOIR: Observatory of International Research

Papers

(The TQCC of Semantic Web is 7. 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
Using natural language generation to bootstrap missing Wikipedia articles: A human-centric perspective	61
Data journeys: Explaining AI workflows through abstraction	40
Evidence of large-scale conceptual disarray in multi-level taxonomies in Wikidata	37
Continuous multi-query optimization for subgraph matching over dynamic graphs	31
Semantic Web technologies and bias in artificial intelligence: A systematic literature review	29
Neural axiom network for knowledge graph reasoning	29
Ontology of autonomous driving based on the SAE J3016 standard	28
Data sharing in agricultural supply chains: Using semantics to enable sustainable food systems	28
d2kg: An integrated ontology for knowledge graph-based representation of government decisions and acts	27
Is neuro-symbolic AI meeting its promises in natural language processing? A structured review	21
A survey on visual transfer learning using knowledge graphs	19
Wikidata subsetting: Approaches, tools, and evaluation	19
Analyzing biography collections historiographically as Linked Data: Case National Biography of Finland	18
MADLINK: Attentive multihop and entity descriptions for link prediction in knowledge graphs	18
Security approaches for electronic health data handling through the Semantic Web: A scoping review	17
MTab4D: Semantic annotation of tabular data with DBpedia	16
Generation of training data for named entity recognition of artworks	16
Bilingual dictionary generation and enrichment via graph exploration	16
Editorial of the Special Issue on Latest Advancements in Linguistic Linked Data	15
A Systematic Literature Review and Classification of Approaches for Keyword Search Over Graph-Shaped Data	15
Declarative generation of RDF-star graphs from heterogeneous data	13
An ontological approach for representing declarative mapping languages	12
A semantic meta-model for data integration and exploitation in precision agriculture and livestock farming	12
Neural entity linking: A survey of models based on deep learning	11
Survey on English Entity Linking on Wikidata: Datasets and approaches	11

Sampo-UI: A full stack JavaScript framework for developing semantic portal user interfaces	11
ImageSchemaNet: A framester graph for embodied commonsense knowledge	10
RQSS: Referencing quality scoring system for Wikidata	10
Linked Open Images: Visual similarity for the Semantic Web	10
HiHo: A Hierarchical and Homogenous Subgraph Learning Model for Knowledge Graph Relation Prediction	10
Context-aware query derivation for IoT data streams with DIVIDE enabling privacy by design	10
Temporal relevance for representing learning over temporal knowledge graphs	10
Transformer-Based Architectures Versus Large Language Models in Semantic Event Extraction: Evaluating Strengths and Limitations	9
TheyBuyForYou platform and knowledge graph: Expanding horizons in public procurement with open linked data	9
A benchmark dataset with Knowledge Graph generation for Industry 4.0 production lines	9
QALD-10 – The 10th challenge on question answering over linked data	9
Building spatio-temporal knowledge graphs from vectorized topographic historical maps	9
Semantic-enabled architecture for auditable privacy-preserving data analysis	9
Editorial of the Special issue on Cultural heritage and semantic web	9
A study of concept similarity in Wikidata	9
Context-aware composition of agent policies by Markov decision process entity embeddings and agent ensembles	9
An assertion and alignment correction framework for large scale knowledge bases	8
Differential privacy and SPARQL	8
Deep understanding of everyday activity commands for household robots	8
A semantic framework for condition monitoring in Industry 4.0 based on evolving knowledge bases	8
INK: Knowledge graph representation for efficient and performant rule mining	8
A behaviouristic semantic approach to blockchain-based e-commerce	8
GloSIS: The Global Soil Information System Web Ontology	8
Searching for explanations of black-box classifiers in the space of semantic queries	8
Empirical ontology design patterns and shapes from Wikidata	8
Towards counterfactual explanations for ontologies	8
InteractOA: Showcasing the representation of knowledge from scientific literature in Wikidata	7
Ontology supported semantic based image retrieval	7
Transdisciplinary approach to archaeological investigations in a Semantic Web perspective	7
Prediction of adverse biological effects of chemicals using knowledge graph embeddings	7
Special Issue on Semantic Web for Industrial Engineering: Research and Applications	7
Blue Brain Nexus: An open, secure, scalable system for knowledge graph management and data-driven science	7
A survey on knowledge-aware news recommender systems	7
Rel Topic : A graph-based semantic relatedness measure in topic ontologies and its applicability for topic labeling of old press articles	7
Taxonomy enrichment with text and graph vector representations	7
Psychiq and Wwwyzzerdd: Wikidata completion using Wikipedia	7