Scientific Publications

Under Review
Human-centric Evaluation of Semantic Resources: A Systematic Mapping Study

M. Sabou, S. Tsaneva, M. Fernandez, M. Poveda-Villalon, M.C. Suárez-Figueroa

Submitted to ACM Computing Surveys Under Review
2025
Ontology Corpora for LLM-based Knowledge Engineering Research

G.B. Herwanto, S. Tsaneva, M. Sabou

ISWC Special Session on Harmonising Generative AI and Semantic Web Technologies 2025
Opportunities for Knowledge Graphs in the AI landscape - An application-centric perspective

V. Presutti, E. Motta, M. Sabou

Journal of Web Semantics 2025
Knowledge Engineering in the Age of Neurosymbolic Systems

M. Sabou, M. Llugiqi, F. Ekaputra, L. Waltersdorfer, S. Tsaneva

Neurosymbolic Artificial Intelligence 2025
Semantic-Based Data Augmentation for Machine Learning Prediction Enhancement

M. Llugiqi, F. Ekaputra, M. Sabou

Neurosymbolic Artificial Intelligence 2025
Knowledge graph validation by integrating LLMs and human-in-the-loop

S. Tsaneva, D. Dessì, F. Osborne, M. Sabou

Information Processing & Management 2025
From Experts to LLMs: Evaluating the Quality of Automatically Generated Ontologies

M. Llugiqi, F.J. Ekaputra, M. Sabou

2nd International Workshop on Evaluation of Language Models in Knowledge Engineering (ESWC 2025) 2025
Benchmarking Ontology Validation Capabilities of LLMs

S. Tsaneva, G.B. Herwanto, M. Sabou

ISWC Special Session on Harmonising Generative AI and Semantic Web Technologies 2025
2024
Deriving semantic validation rules from industrial standards: An OPC UA study

Bareedu Y, Frühwirth T, Niedermeier C, Sabou M, Steindl G, Thuluva A, et al.

Semantic Web 2024
Validating Semantic Artifacts with Large Language Models

N. Tufek, A. Thuluva, V. Just, F. Ekaputra, T. Bandyopadhyay, M. Sabou, A. Hanbury

The Semantic Web: ESWC 2024 Satellite Events 2024
Enhancing Human-in-the-Loop Ontology Curation Results through Task Design

S. Tsaneva, M. Sabou

Journal of Data and Information Quality 2024
LLM-driven Ontology Evaluation: Verifying Ontology Restrictions with ChatGPT

S. Tsaneva, S. Vasic, M. Sabou

The Semantic Web: ESWC 2024 Satellite Events 2024
Enhancing Machine Learning Predictions Through Knowledge Graph Embeddings

M. Llugiqi, F. Ekaputra, M. Sabou

Neural-Symbolic Learning and Reasoning - 18th International Conference, NeSy 2024 2024
Enhancing Scientific Knowledge Graph Generation Pipelines with LLMs and Human-in-the-Loop

S. Tsaneva, D. Dessì, F. Osborne, M. Sabou

4th International Workshop on Scientific Knowledge: Representation, Discovery, and Assessment 2024
2023
Combining Machine Learning and Semantic Web: A Systematic Mapping Study

A. Breit, L. Waltersdorfer, F. Ekaputra, M. Sabou, A. Ekelhart, A. Iana, et al.

ACM Computing Surveys 2023
Describing and Organizing Semantic Web and Machine Learning Systems in the SWeMLS-KG

F. Ekaputra, M. Llugiqi, M. Sabou, A. Ekelhart, H. Paulheim, A. Breit, et al.

The Semantic Web - 20th International Conference, ESWC 2023 2023
Evaluating Knowledge Graphs with Hybrid Intelligence

S. Tsaneva

The Semantic Web: ESWC Satellite Events 2023
Knowledge-centric Prompt Composition for Knowledge Base Construction from Pre-trained Language Models

X. Li, A. Hughes, M. Llugiqi, F. Polat, P. Groth, F. J. Ekaputra

International Semantic Web Conference, ISWC 2023 2023
2022
Human-Centric Ontology Evaluation: Process and Tool Support

S. Tsaneva, K. Käsznar, M. Sabou

EKAW 2022, Bolzano, Italy 2022
Hybrid Human-Machine Evaluation of Knowledge Graphs

S. Tsaneva, M. Sabou

Workshop on Human-Centered Design of Symbiotic Hybrid Intelligence, HHAI 2022
2021
A Human Computation Approach for Ontology Restrictions Verification

S. Tsaneva, M. Sabou

AAAI Conference on Human Computation and Crowdsourcing 2021
2020
DEXA: Supporting Non-Expert Annotators with Dynamic Examples from Experts

J. Huang, Y. Chang, X. Cheng, J. Kamps, V. Murdock, J. Wen, et al.

SIGIR '20: Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval 2020
Verifying Extended Entity Relationship Diagrams with Open Tasks

M. Sabou, K. Käsznar, M. Zlabinger, S. Biffl, D. Winkler

Proceedings of the AAAI Conference on Human Computation and Crowdsourcing 2020
Empirical Software Engineering Experimentation with Human Computation

M. Sabou, D. Winkler, S. Biffl

Contemporary Empirical Methods in Software Engineering 2020
Effective Crowd-Annotation of Participants, Interventions, and Outcomes in the Text of Clinical Trial Reports

M. Zlabinger, M. Sabou, S. Hofstätter, A. Hanbury

Findings of the Association for Computational Linguistics: EMNLP 2020 2020