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Applied Ontologies

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lightbulbAbout this topic
Applied Ontologies is the study and application of formal representations of knowledge within specific domains, focusing on the organization, categorization, and relationships of concepts to facilitate information sharing, interoperability, and reasoning in systems such as databases, artificial intelligence, and semantic web technologies.
lightbulbAbout this topic
Applied Ontologies is the study and application of formal representations of knowledge within specific domains, focusing on the organization, categorization, and relationships of concepts to facilitate information sharing, interoperability, and reasoning in systems such as databases, artificial intelligence, and semantic web technologies.

Key research themes

1. How can ontologies be engineered with systematic methodologies to ensure effective knowledge representation and reuse?

This research theme focuses on developing principles, methods, and tools for constructing ontologies that are reusable, shareable, and computationally interpretable. It addresses the processes of ontology development, lifecycle management, methodological rigor, and engineering best practices, which are vital for applications across numerous domains such as semantic web, bioinformatics, and information systems.

Key finding: This paper provides a comprehensive overview of ontological engineering, defining ontologies as formal explicit specifications of shared conceptualizations and detailing the ontology development process. It highlights the... Read more
Key finding: This work elaborates on the maturation of ontology engineering into a repeatable and shareable discipline, akin to software engineering but specialized in knowledge representation. It underscores the importance of integrating... Read more
Key finding: This study demonstrates how ontologies can serve as linchpins in method engineering within information systems development. Leveraging linguistic and philosophical insights, it introduces an ontology-driven engineering method... Read more
Key finding: This chapter surveys ontology reuse strategies, articulating motivations and methods such as direct reuse of standard ontologies, indirect reuse via ontology patterns, and hybrid approaches. It highlights the challenges in... Read more
Key finding: This paper analyzes the varied definitions and uses of 'ontology' across disciplines, clarifying how philosophical ontology and computer science ontology engineering intersect yet diverge. By exploring the dimensions of... Read more

2. What ontological principles and frameworks support the representation and analysis of organizational and causal knowledge?

This research area investigates how ontologies can capture complex concepts underlying organizational existence, causal relationships, and social constructs. It integrates philosophical analysis with formal ontology approaches to provide rigorous models that enhance understanding and interoperability in domains dealing with organizational identity, causality, and social systems.

Key finding: This paper proposes an organizational ontology grounded in DOLCE that rigorously addresses the representation of causality. It emphasizes the integration of regularity, counterfactual, and manipulability perspectives on... Read more
Key finding: This study develops a theory of organizational ontology premised on implicit existential conventions shared by organization members, which underlie collective identity and self-preservation impulses. Through ethnographic... Read more
Key finding: This paper contributes UFO-B, an extension of the Unified Foundational Ontology specifically focused on events (perdurants), providing a formally axiomatized, philosophically grounded ontology of events. It advances... Read more

3. How can ontologies enhance interoperability and modularization in large-scale information systems and biomedical domains?

This theme explores the role of ontologies in supporting semantic interoperability by enabling modularization of complex ontology networks, facilitating reuse, information integration, and precise knowledge representation in domains like public security and healthcare. It studies practical applications of ontologies, including the structuring of competencies in healthcare and the explanation and clarification of biomedical conceptual models.

Key finding: This exploratory case study demonstrates how Enterprise Architecture (EA) models can guide the modularization of ontology networks in a public security interoperability project. It shows that EA artifacts help delimit scope,... Read more
Key finding: This work presents an ontology-based competence model that formalizes healthcare professionals' skills and qualifications to support information logistics within healthcare organizations. The model improves information... Read more
Key finding: Applying ontological unpacking using OntoUML, this paper clarifies the core components of the Viral Conceptual Model designed for COVID-19 genomics. The approach reveals ontological semantics that improve conceptual clarity,... Read more
Key finding: Focusing on biomedical ontology construction, this study develops methodological guidelines to formulate coherent textual and formal definitions within the leukemia domain. Using the Blood Ontology as a case study, it... Read more

All papers in Applied Ontologies

Ontologies play a key role in semantic interoperability projects, capturing the conceptualization underlying the various systems to be integrated. In the case of large information systems landscapes, a single monolithic ontology often... more
Inspired by the need to understand the genomic aspects of COVID-19, the Viral Conceptual Model captures and represents the sequencing of viruses. Although the model has already been successfully used, it should have a strong ontological... more
Inspired by the need to understand the genomic aspects of COVID-19, the Viral Conceptual Model captures and represents the sequencing of viruses. Although the model has already been successfully used, it should have a strong ontological... more
Ontologies play a key role in semantic interoperability projects, capturing the conceptualization underlying the various systems to be integrated. In the case of large information systems landscapes, a single monolithic ontology often... more
In recent years, there has been a growing interest in the application of foundational ontologies, i.e., formal ontological theories in the philosophical sense, to provide a theoretically sound foundation for improving the theory and... more
Ontologies play a key role in semantic interoperability projects, capturing the conceptualization underlying the various systems to be integrated. In the case of large information systems landscapes, a single monolithic ontology often... more
In recent years, there has been a growing interest in the application of foundational ontologies, i.e., formal ontological theories in the philosophical sense, to provide a theoretically sound foundation for improving the theory and... more
In recent years, there has been a growing interest in the application of foundational ontologies, i.e., formal ontological theories in the philosophical sense, to provide a theoretically sound foundation for improving the theory and... more
Ontologies play a key role in semantic interoperability projects, capturing the conceptualization underlying the various systems to be integrated. In the case of large information systems landscapes, a single monolithic ontology often... more
The formulation of definitions for medical terms to be applied in ontology-based information systems is a fundamental activity for supporting continuing care, in cases in which a patient moves among different medical units. However, the... more
The present study, part of an ongoing research, analyses some fundamental principles that aims to formulate textual and formal definitions to be used in ontologies. The goal of our study is to establish methodological guidelines for the... more
Inspired by the need to understand the genomic aspects of COVID-19, the Viral Conceptual Model captures and represents the sequencing of viruses. Although the model has already been successfully used, it should have a strong ontological... more
The formulation of definitions for medical terms to be applied in ontology-based information systems is a fundamental activity for supporting continuing care, in cases in which a patient moves among different medical units. However, the... more
— Ontologies play a key role in semantic interoperability projects, capturing the conceptualization underlying the various systems to be integrated. In the case of large information systems landscapes, a single monolithic ontology often... more
The present study, part of an ongoing research, analyses some fundamental principles that aims to formulate textual and formal definitions to be used in ontologies. The goal of our study is to establish methodological guidelines for the... more
In recent years, there has been a growing interest in the application of foundational ontologies, i.e., formal ontological theories in the philosophical sense, to provide a theoretically sound foundation for improving the theory and... more
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