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LLMs4Life: Large Language Models for Ontology Learning in Life Sciences
International Conference Knowledge Engineering and Knowledge ManagementOntology learning in complex domains, such as life sciences, poses significant challenges for current Large Language Models (LLMs). Existing LLMs struggle to generate ontologies with multiple hierarchical levels, rich interconnections, and comprehensive ...
Nadeen Fathallah +2 more
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Ontology Engineering Environments
2009Ontology engineering is a successor of knowledge engineering and is expected to play a critical role in the next generation knowledge processing by contributing to knowledge sharing/reuse and semantic interoperability of metadata. Although the importance of ontology is well-understood, building a good ontology is a hard task.
Riichiro Mizoguchi, Kouji Kozaki
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AI in digital forensics: Ontology engineering for cybercrime investigations
WIREs Forensic Science, 2020L. Sikos
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Ontological Collaboration Engineering
2012This chapter gives a comprehensive overview of ongoing research about semantic approaches for Collaboration Engineering. The authors present a new ontology-based approach, where each concept of the ontology corresponds to a specific collaboration step or a resource, to collect, manage, and share collaborative knowledge.
Stefan Werner Knoll +3 more
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Multimedia Ontology Engineering
2017The methods and methodologies for building ontologies, called ontology engineering, include ontology development, ontology transformation, ontology merging, ontology integration, ontology mapping, and ontology alignment. During ontology development, the knowledge domain and the scope to cover are determined, and the relevant concepts and their ...
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The Gene Ontology resource: enriching a GOld mine
Nucleic Acids Research, 2021Benjamin M Good +2 more
exaly
2002
In recent years the development of ontologies has been moving from the realm of Artificial Intelligence laboratories to the desktop of domain experts and knowledge officers. Ontologies have become common to the World Wide Web, ranging from very light weight topic hierarchies, such as large categorizations of web sites (see Yahoo!1) and product ...
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In recent years the development of ontologies has been moving from the realm of Artificial Intelligence laboratories to the desktop of domain experts and knowledge officers. Ontologies have become common to the World Wide Web, ranging from very light weight topic hierarchies, such as large categorizations of web sites (see Yahoo!1) and product ...
openaire +1 more source