18 citations · 50 across the 10 of their papers we have counts for
10 papers
ChemLog: Making MSOL Viable for Ontological Classification and Learning
Simon Flügel, Martin Glauer, Till Mossakowski +1
Despite its prevalence, in many domains, OWL is not expressive enough to define ontology classes. In this paper, we present an approach that allows to use monadic second-order form…
A fuzzy loss for ontology classification
Simon Flügel, Martin Glauer, Till Mossakowski +1
Deep learning models are often unaware of the inherent constraints of the task they are applied to. However, many downstream tasks require logical consistency. For ontology classif…
Ontology Pre-training for Poison Prediction
Martin Glauer, Fabian Neuhaus, Till Mossakowski +1
Integrating human knowledge into neural networks has the potential to improve their robustness and interpretability. We have developed a novel approach to integrate knowledge from…
When one Logic is Not Enough: Integrating First-order Annotations in OWL Ontologies
Simon Flügel, Martin Glauer, Fabian Neuhaus +1
In ontology development, there is a gap between domain ontologies which mostly use the web ontology language, OWL, and foundational ontologies written in first-order logic, FOL. To…
Automated and Explainable Ontology Extension Based on Deep Learning: A Case Study in the Chemical Domain
Adel Memariani, Martin Glauer, Fabian Neuhaus +2
Reference ontologies provide a shared vocabulary and knowledge resource for their domain. Manual construction enables them to maintain a high quality, allowing them to be widely ac…
Generic Ontology Design Patterns at Work
Bernd Krieg-Brückner, Till Mossakowski, Fabian Neuhaus
Generic Ontology Design Patterns, GODPs, are defined in Generic DOL, an extension of DOL, the Distributed Ontology, Model and Specification Language, and implemented using Heteroge…
Modular Semantics and Characteristics for Bipolar Weighted Argumentation Graphs
Till Mossakowski, Fabian Neuhaus
This paper addresses the semantics of weighted argumentation graphs that are bipolar, i.e. contain both attacks and supports for arguments. It builds on previous work by Amgoud, Be…
Bipolar Weighted Argumentation Graphs
Till Mossakowski, Fabian Neuhaus
This paper discusses the semantics of weighted argumentation graphs that are biplor, i.e. contain both attacks and support graphs. The work builds on previous work by Amgoud, Ben-N…
Ontohub: A semantic repository for heterogeneous ontologies
Mihai Codescu, Eugen Kuksa, Oliver Kutz +2
Ontohub is a repository engine for managing distributed heterogeneous ontologies. The distributed nature enables communities to share and exchange their contributions easily. The h…
What's in an `is about' link? Chemical diagrams and the Information Artifact Ontology
Janna Hastings, Colin Batchelor, Fabian Neuhaus +1
The Information Artifact Ontology is an ontology in the domain of information entities. Core to the definition of what it is to be an information entity is the claim that an inform…