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 2021-12-01 to 2025-12-01.)

Article	Citations
Using natural language generation to bootstrap missing Wikipedia articles: A human-centric perspective	63
Data journeys: Explaining AI workflows through abstraction	37
Evidence of large-scale conceptual disarray in multi-level taxonomies in Wikidata	31
Continuous multi-query optimization for subgraph matching over dynamic graphs	30
Neural axiom network for knowledge graph reasoning	28
Data sharing in agricultural supply chains: Using semantics to enable sustainable food systems	28
Semantic Web technologies and bias in artificial intelligence: A systematic literature review	28
d2kg: An integrated ontology for knowledge graph-based representation of government decisions and acts	26
Ontology of autonomous driving based on the SAE J3016 standard	21
Wikidata subsetting: Approaches, tools, and evaluation	20
Analyzing biography collections historiographically as Linked Data: Case National Biography of Finland	20
A survey on visual transfer learning using knowledge graphs	19
Is neuro-symbolic AI meeting its promises in natural language processing? A structured review	18
MADLINK: Attentive multihop and entity descriptions for link prediction in knowledge graphs	16
Security approaches for electronic health data handling through the Semantic Web: A scoping review	15
Generation of training data for named entity recognition of artworks	14
A Systematic Literature Review and Classification of Approaches for Keyword Search Over Graph-Shaped Data	14
Editorial of the Special Issue on Latest Advancements in Linguistic Linked Data	13
Bilingual dictionary generation and enrichment via graph exploration	13
MTab4D: Semantic annotation of tabular data with DBpedia	13
Declarative generation of RDF-star graphs from heterogeneous data	12
An ontological approach for representing declarative mapping languages	11
Neural entity linking: A survey of models based on deep learning	11
A semantic meta-model for data integration and exploitation in precision agriculture and livestock farming	11
Survey on English Entity Linking on Wikidata: Datasets and approaches	11

ImageSchemaNet: A framester graph for embodied commonsense knowledge	10
Transformer-Based Architectures Versus Large Language Models in Semantic Event Extraction: Evaluating Strengths and Limitations	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
RQSS: Referencing quality scoring system for Wikidata	10
Editorial of the Special issue on Cultural heritage and semantic web	9
Building spatio-temporal knowledge graphs from vectorized topographic historical maps	9
Semantic-enabled architecture for auditable privacy-preserving data analysis	9
QALD-10 – The 10th challenge on question answering over linked data	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
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
An assertion and alignment correction framework for large scale knowledge bases	8
Searching for explanations of black-box classifiers in the space of semantic queries	8
Empirical ontology design patterns and shapes from Wikidata	8
INK: Knowledge graph representation for efficient and performant rule mining	8
GloSIS: The Global Soil Information System Web Ontology	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
Towards counterfactual explanations for ontologies	8
Differential privacy and SPARQL	8
Blue Brain Nexus: An open, secure, scalable system for knowledge graph management and data-driven science	7
Ontology supported semantic based image retrieval	7
Taxonomy enrichment with text and graph vector representations	7
Transdisciplinary approach to archaeological investigations in a Semantic Web perspective	7
Psychiq and Wwwyzzerdd: Wikidata completion using Wikipedia	7
Special Issue on Semantic Web for Industrial Engineering: Research and Applications	7
A behaviouristic semantic approach to blockchain-based e-commerce	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