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Towards a Reference Terminology for Ontology Research and Development in the Biomedical Domain

In Barry Smith, Waclaw Kusnierczyk, Schober & Werner Ceusters (eds.), Proceedings of KR-MED, CEUR, vol. 222. pp. 57-65 (2006)

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  1. Biomedical Ontologies.Barry Smith - 2022 - In Peter L. Elkin (ed.), Terminology, Ontology and Their Implementations: Teaching Guide and Notes. Springer. pp. 125-169.
    We begin at the beginning, with an outline of Aristotle’s views on ontology and with a discussion of the influence of these views on Linnaeus. We move from there to consider the data standardization initiatives launched in the 19th century, and then turn to investigate how the idea of computational ontologies developed in the AI and knowledge representation communities in the closing decades of the 20th century. We show how aspects of this idea, particularly those relating to the use of (...)
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  • Ontology-based fusion of sensor data and natural language.Erik Thomsen & Barry Smith - 2018 - Applied ontology 13 (4):295-333.
    We describe a prototype ontology-driven information system (ODIS) that exploits what we call Portion of Reality (POR) representations. The system takes both sensor data and natural language text as inputs and composes on this basis logically structured POR assertions. The goal of our prototype is to represent both natural language and sensor data within a single framework that is able to support both axiomatic reasoning and computation. In addition, the framework should be capable of discovering and representing new kinds of (...)
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  • Survey-based naming conventions for use in OBO Foundry ontology development.Schober Daniel, Barry Smith, Lewis Suzanna, E. Kusnierczyk, Waclaw Lomax, Jane Mungall, Chris Taylor, F. Chris, Rocca-Serra Philippe & Sansone Susanna-Assunta - 2009 - BMC Bioinformatics 10 (1):125.
    A wide variety of ontologies relevant to the biological and medical domains are available through the OBO Foundry portal, and their number is growing rapidly. Integration of these ontologies, while requiring considerable effort, is extremely desirable. However, heterogeneities in format and style pose serious obstacles to such integration. In particular, inconsistencies in naming conventions can impair the readability and navigability of ontology class hierarchies, and hinder their alignment and integration. While other sources of diversity are tremendously complex and challenging, agreeing (...)
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  • The functions of definitions in ontologies.Selja Seppälä, Alan Ruttenberg, & Barry Smith - 2016 - In Roberta Ferrario & Werner Kuhn (eds.), Formal Ontology in Information Systems. Proceedings of the Ninth International Conference (FOIS 2016). Amsterdam: IOS Pres. pp. 37-50.
    To understand what ontologies do through their definitions, we propose a theoretical explanation of the functions of definitions in ontologies backed by empirical neuropsychological studies. Our goal is to show how these functions should motivate (i) the systematic inclusion of definitions in ontologies and (ii) the adaptation of definition content and form to the specific context of use of ontologies.
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  • Annotating affective neuroscience data with the Emotion Ontology.Janna Hastings, Werner Ceusters, Kevin Mulligan & Barry Smith - 2012 - In Janna Hastings, Werner Ceusters, Kevin Mulligan & Barry Smith (eds.), Third International Conference on Biomedical Ontology. ICBO. pp. 1-5.
    The Emotion Ontology is an ontology covering all aspects of emotional and affective mental functioning. It is being developed following the principles of the OBO Foundry and Ontological Realism. This means that in compiling the ontology, we emphasize the importance of the nature of the entities in reality that the ontology is describing. One of the ways in which realism-based ontologies are being successfully used within biomedical science is in the annotation of scientific research results in publicly available databases. Such (...)
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  • How fit is OWL to represent realist ontologies? The semantics of representational units in realist ontologies and the Web Ontology Language.D. Kless & L. Jansen - 2013 - In M. Horbach (ed.), Informatik 2013. Informatik Angepasst an Mensch, Organisation Und Umwelt. pp. 1851-1865.
    Ontological realism is a philosophical stance that provides a definitional framework for ontologies and is referred to by various applied ontologists. From a computer science perspective, ontologies are often associated with formal languages for the representation of ontologies like the Web Ontology Language (OWL). It has, however, not been made explicit how the realist framework is related to the representation formalism. We analyse how the representational units of OWL can be used for modelling realist ontologies. While OWL is sufficiently close (...)
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  • Introduction: What is Ontology for?Katherine Munn - 2008 - In Katherine Munn & Barry Smith (eds.), Applied Ontology: An Introduction. Frankfurt: ontos. pp. 7-19.
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  • Applied Ontology: An Introduction.Katherine Munn & Barry Smith (eds.) - 2008 - Frankfurt: ontos.
    Ontology is the philosophical discipline which aims to understand how things in the world are divided into categories and how these categories are related together. This is exactly what information scientists aim for in creating structured, automated representations, called 'ontologies,' for managing information in fields such as science, government, industry, and healthcare. Currently, these systems are designed in a variety of different ways, so they cannot share data with one another. They are often idiosyncratically structured, accessible only to those who (...)
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  • Modelling Principles and Methodologies: Relations in Anatomical Ontologies.Fabian Neuhaus & Barry Smith - 2007 - In Albert Burger, Duncan Davidson & Richard Baldock (eds.), Anatomy Ontologies for Bioinformatics: Principles and Practice. Springer. pp. 289--306.
    It is now increasingly accepted that many existing biological and medical ontologies can be improved by adopting tools and methods that bring a greater degree of logical and ontological rigor. In this chapter we will focus on the merits of a logically sound approach to ontologies from a methodological point of view. As we shall see, one crucial feature of a logically sound approach is that we have clear and functional definitions of the relational expressions such as ‘is a’ and (...)
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  • Establishing and Harmonizing Ontologies in an Interdisciplinary Health Care and Clinical Research Environment.Barry Smith & Mathias Brochhausen - 2008 - Studies in Health, Technology and Informatics 134:219-234.
    Ontologies are being ever more commonly used in biomedical informatics and we provide a survey of some of these uses, and of the relations between ontologies and other terminology resources. In order for ontologies to become truly useful, two objectives must be met. First, ways must be found for the transparent evaluation of ontologies. Second, existing ontologies need to be harmonised. We argue that one key foundation for both ontology evaluation and harmonisation is the adoption of a realist paradigm in (...)
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  • Adapting Clinical Ontologies in Real-World Environments.Holger Stenzhorn, Stefan Schulz, Martin Boeker & Barry Smith - 2008 - Journal of Universal Computer Science 14 (22):3767-3780.
    The desideratum of semantic interoperability has been intensively discussed in medical informatics circles in recent years. Originally, experts assumed that this issue could be sufficiently addressed by insisting simply on the application of shared clinical terminologies or clinical information models. However, the use of the term ‘ontology’ has been steadily increasing more recently. We discuss criteria for distinguishing clinical ontologies from clinical terminologies and information models. Then, we briefly present the role clinical ontologies play in two multicentric research projects. Finally, (...)
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  • Ontological realism: A methodology for coordinated evolution of scientific ontologies.Barry Smith & Werner Ceusters - 2010 - Applied ontology 5 (3):139-188.
    Since 2002 we have been testing and refining a methodology for ontology development that is now being used by multiple groups of researchers in different life science domains. Gary Merrill, in a recent paper in this journal, describes some of the reasons why this methodology has been found attractive by researchers in the biological and biomedical sciences. At the same time he assails the methodology on philosophical grounds, focusing specifically on our recommendation that ontologies developed for scientific purposes should be (...)
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  • Aproximaciones a la ontología del arte [Approaches to the ontology of art].Paulo Vélez León - 2006 - Analysis. Documentos de Investigación 9 (1):1-21.
    El presenta trabajo describe y caracteriza de manera breve y concisa lo que podría ser una ontología del arte. En la primera sección se presentan las dificultades actuales, así como las nociones y preguntas principales de la ontología. En la sección segunda, se bosquejan las definiciones y caracterizaciones actuales de la ontología, se hace especial hincapié, en la ontología aplicada. En la tercera, cuarta y quinta sección se caracteriza y configura lo que podría ser una ontología del arte, se evidencian (...)
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  • Referent tracking for digital rights management.Werner Ceusters & Barry Smith - 2007 - International Journal of Metadata, Semantics and Ontologies 2 (1):45-53.
    Digital Rights Management (DRM) covers the description, identification, trading, protection, monitoring and tracking of all forms of rights over both tangible and intangible assets. The Digital Object Identifier (DOI) system provides a framework for the persistent identification of entities involved in this domain. Although the system has been very well designed to manage object identifiers, some important questions relating to the creation and assignment of identifiers are left open. The paradigm of a Referent Tracking System (RTS) recently advanced in the (...)
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  • Biomedical ontology alignment: An approach based on representation learning.Prodromos Kolyvakis, Alexandros Kalousis, Barry Smith & Dimitris Kiritsis - 2018 - Journal of Biomedical Semantics 9 (21).
    While representation learning techniques have shown great promise in application to a number of different NLP tasks, they have had little impact on the problem of ontology matching. Unlike past work that has focused on feature engineering, we present a novel representation learning approach that is tailored to the ontology matching task. Our approach is based on embedding ontological terms in a high-dimensional Euclidean space. This embedding is derived on the basis of a novel phrase retrofitting strategy through which semantic (...)
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  • An evolutionary approach to the representation of adverse events.Werner Ceusters, Maria Capolupo, Barry Smith & Georges De Moor - 2009 - Studies in Health Technology and Informatics 150:537-541.
    One way to detect, monitor and prevent adverse events with the help of Information Technology is by using ontologies capable of representing three levels of reality: what is the case, what is believed about reality, and what is represented. We report on how Basic Formal Ontology and Referent Tracking exhibit this capability and how they are used to develop an adverse event ontology and related data annotation scheme for the European ReMINE project.
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  • Biomedizinische Ontologien für die Praxis.M. Brochhausen & Barry Smith - 2009 - European Journal for Biomedical Informatics 1.
    Hintergrund: Biomedizinische Ontologien existieren unter anderem zur Integration von klinischen und experimentellen Daten. Um dies zu erreichen ist es erforderlich, dass die fraglichen Ontologien von einer großen Zahl von Benutzern zur Annotation von Daten verwendet werden. Wie können Ontologien das erforderliche Maß an Benutzerfreundlichkeit, Zuverlässigkeit, Kosteneffektivität und Domänenabdeckung erreichen, um weitreichende Akzeptanz herbeizuführen? -/- Material und Methoden: Wir konzentrieren uns auf zwei unterschiedliche Strategien, die zurzeit hierbei verfolgt werden. Eine davon wird von SNOMED CT im Bereich der Medizin vertreten, die (...)
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  • An improved ontological representation of dendritic cells as a paradigm for all cell types.Anna Maria Masci, Cecilia N. Arighi, Alexander D. Diehl, Anne E. Liebermann, Chris Mungall, Richard H. Scheuermann, Barry Smith & Lindsay Cowell - 2009 - BMC Bioinformatics 10 (1):70.
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  • (1 other version)The Benefits of Realism: A Realist Logic with Applications.Barry Smith - 2008 - In Katherine Munn & Barry Smith (eds.), Applied Ontology: An Introduction. Frankfurt: ontos. pp. 109-124.
    We propose a formalization of a realist ontology using first order logic with identity and allowing quantification over terms representing both individuals and universals. In addition to identity, the ontology includes also relational predicates such as subtype, instantiation, parthood, location, and inherence. Inspired in part by Davidson’s treatment of events, the ontology includes also various relations linking events to their participants and to the times at which they occur.
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  • Function, role and disposition in Basic Formal Ontology.Robert Arp & Barry Smith - 2008 - Proceedings of Bio-Ontologies Workshop, Intelligent Systems for Molecular Biology (ISMB), Toronto.
    Numerous research groups are now utilizing Basic Formal Ontology as an upper-level framework to assist in the organization and integration of biomedical information. This paper provides elucidation of the three existing BFO subcategories of realizable entity, namely function, role, and disposition. It proposes one further sub-category of tendency, and considers the merits of recognizing two sub-categories of function for domain ontologies, namely, artifactual and biological function. The motivation is to help advance the coherent ontological treatment of functions, roles, and dispositions, (...)
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  • Foundations for a Realist Ontology of Mental Disease.Werner Ceusters & Barry Smith - 2010 - Journal of Biomedical Semantics 1 (10):1-23.
    While classifications of mental disorders have existed for over one hundred years, it still remains unspecified what terms such as 'mental disorder', 'disease' and 'illness' might actually denote. While ontologies have been called in aid to address this shortfall since the GALEN project of the early 1990s, most attempts thus far have sought to provide a formal description of the structure of some pre-existing terminology or classification, rather than of the corresponding structures and processes on the side of the patient. (...)
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  • A Unified Framework for Biomedical Terminologies and Ontologies.Werner Ceusters & Barry Smith - 2010 - Studies in Health Technology and Informatics 160:1050-1054.
    The goal of the OBO (Open Biomedical Ontologies) Foundry initiative is to create and maintain an evolving collection of non-overlapping interoperable ontologies that will offer unambiguous representations of the types of entities in biological and biomedical reality. These ontologies are designed to serve non-redundant annotation of data and scientific text. To achieve these ends, the Foundry imposes strict requirements upon the ontologies eligible for inclusion. While these requirements are not met by most existing biomedical terminologies, the latter may nonetheless support (...)
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  • A survey of requirements for automated reasoning services for bio-ontologies in OWL.M. Scott Marshall, C. Maria Keet & Marco Roos - unknown
    There are few successful applications of automated reasoning over OWL-formalised bio-ontologies, and requirements are often unclearly formulated. Of what is available, usage and prospective scenarios of automated reasoning is often different from the straightforward classification and satisfiability. We list nine types of scenarios and specify the requirements in more detail. Several of these requirements are already possible in practice or at least in theory, others are in need of further research, in particular regarding the linking of the OWL ontology to (...)
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  • Referent tracking for corporate memories.Werner Ceusters & Barry Smith - 2007 - In Peter Rittgen (ed.), Handbook of Ontologies for Business Interaction. Idea Group Publishing. pp. 34-46.
    For corporate memory and enterprise ontology systems to be maximally useful, they must be freed from certain barriers placed around them by traditional knowledge management paradigms. This means, above all, that they must mirror more faithfully those portions of reality which are salient to the workings of the enterprise, including the changes that occur with the passage of time. The purpose of this chapter is to demonstrate how theories based on philosophical realism can contribute to this objective. We discuss how (...)
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  • Toward using bio-ontologies in the Semantic Web: trade-offs between ontology languages.Mariano Rodr´Iguez - unknown
    Ontology languages for the Semantic Web have their strengths and weaknesses, in particular in the light of deploying them for biological and medical information systems. We survey and compare the Description Logics-based OWL languages, and the DL-Lite and DLR families of languages. Language choices that an ontology developer has to make are, among others, expressivity with n-ary relations (where n > 2) and more role properties versus ontology usage for data-intensive tasks. Guidelines are suggested to facilitate choosing the language best (...)
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  • Relationships and relata in ontologies and thesauri: Differences and similarities.Daniel Kless, Simon Milton & Edmund Kazmierczak - 2012 - Applied ontology 7 (4):401-428.
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  • Shaping Up: The Phenotypic Quality Ontology and Cross Sections.Robert J. Rovetto - 2013 - In Oliver Kutz, Mehul Bhatt, Stefano Borgo & Paulo Santos (eds.), CEUR Workshop Procecedings Vol-1007.
    pplied ontology, philosophical ontology, biomedical ontology, artifacts, cross section, philosophy of mathematics, Phenotypic Quality Ontology, PATO , ontology of shape.
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  • (1 other version)The philosophy of computer science.Raymond Turner - 2013 - Stanford Encyclopedia of Philosophy.
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  • Substance concentrations as conditions for the realization of dispositions.J. Hastings, L. Jansen, Stefan Schulz & C. Steinbeck - 2011 - In Ronald Cornet & Stefan Schulz (eds.), Semantic Applications in Life Sciences. Proceedings of the 4th International Workshop on Formal Biomedical Knowledge Representation, hosted by Bio-Ontologies 2010.
    Ontologies aim to represent what is general, by means of universal statements. In contrast, dispositional predications capture knowledge about what is likely to happen if a certain set of circumstances obtain, which is crucial in investigative research such as in drug discovery and systems biology, where entities which are constitutionally dissimilar can nevertheless have similar behavior in a biological context. While such dispositional properties are increasingly included in biomedical ontologies, the circumstances under which the dispositions are realized are seldom explicitly (...)
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