TL;DR
The main contributions include the formulation of a comprehensive definition of the thematic path, an analysis of the data representation standards used in the GLAM domain, and the proposal of a formal ontology for the structuring and management of thematic paths.
Ontologies enable the construction of formal and reusable semantic representations of domain knowledge; however, keeping them updated in response to the dynamic evolution of concepts remains a challenge, particularly in the leadership domain, where the diversity of approaches, theories, models, and styles generates con...
This paper proposes a novel ontology, called SciOnt, for representing scientometric indicators. Scientometrics is the field that studies the quantitative aspects of science and scientific phenomena. Scientometric indicators are used to evaluate scientific publications and research. However, many indicators and their di...
The results demonstrate the feasibility of the proposed framework for producing consistent sentence-level semantic extraction from quality-related construction requirement text and demonstrate how ontology-guided fine-tuning can provide explicit semantic grounding for LLM-based information extraction.
This work builds four modules (for drug-discovery chemistry, materials science, machine learning, and mineral geochemistry) in the ArticleMiner framework, and evaluates them on 163 papers, including a new geochemistry benchmark with expert-curated ground truth.
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