Ontology

本体论
  • 文章类型: Journal Article
    目的:中西医结合临床实践指南(TCM和WM)是辅助医疗决策的重要医学文献,对规范临床路径具有重要意义。然而,由于文本格式的限制,中西医结合CPG很难在医疗实践中发挥真正的作用。此外,如何规范集成中医与WMCPG知识之间的结构和语义关系,并实现可计算的构造,可共享和可靠的CPG,仍然是一个亟待解决的问题。因此,我们正在提出一种用于集成TCM和WM的CPG本体。
    方法:我们首先初始化领域概念和关系,以确保本体知识结构的准确性。然后,我们筛选符合综合TCM和WM标准的CPG,对内容进行了分析和分类,并提取了常见的结构。基于结合推理补充的七步本体构建方法,参考MeSH中术语和概念的表示方法和层次关系,ICD-10,SNOMED-CT,以及其他本体和术语集,我们形成了本体的概念结构和语义关系表。我们还实现了本体与参考本体和术语集之间的匹配和映射。接下来,我们定义了属性的方面和约束,选择多个集成TCM和WMCPG作为要填充的实例,并使用本体推理工具和制定定义的推理规则来推理和扩展本体。最后,我们评估了本体的性能。
    结果:集成TCM和WMCPG的内容分为九个部分:基本信息,背景,开发方法,临床问题,recommendation,证据,结论,结果,以及提出建议的理由。集成的TCM和WMCPG本体有152个类,定义了90个对象属性和114个数据属性,最大分类深度为4层。疾病的术语,本体论中的药品和检查项目名称已经标准化。
    结论:本研究提出了一种整合的TCM和WMCPG本体。本体采用模块化设计,具有共享和扩展能力,并能表达丰富的指导性知识。它为指南文档的语义处理和计算应用提供了重要支持。
    OBJECTIVE: Clinical practice guidelines (CPGs) for Integrated Traditional Chinese and Western Medicine (TCM and WM) are important medical documents used to assist medical decision-making and are of great significance for standardizing clinical pathways. However, due to the constraints of text format, it is difficult for Integrated TCM and WM CPGs to play a real role in medical practice. In addition, how to standardize the structure and semantic relationships between Integrated TCM and WM CPG knowledge, and realize the construction of computable, sharable and reliable CPGs, remains an urgent issue to be addressed. Therefore, we are proposing an ontology of CPGs for Integrated TCM and WM.
    METHODS: We first initialized domain concepts and relationships to ensure the accuracy of the ontology knowledge structure. We then screened CPGs that meet the standards for Integrated TCM and WM, analyzed and classified the contents, and extracted the common structures. Based on the seven-step ontology construction method combined with inference-complement, referring to the representation methods and hierarchical relationships of terms and concepts in MeSH, ICD-10, SNOMED-CT, and other ontologies and terminology sets, we formed the concept structure and semantic relationship tables for the ontology. We also achieved the matching and mapping between the ontology and reference ontologies and term sets. Next, we defined the aspects and constraints of properties, selected multiple Integrated TCM and WM CPGs as instances to populate, and used ontology reasoning tools and formulated defined inference rules to reason and extend the ontology. Finally, we evaluated the performance of the ontology.
    RESULTS: The content of the Integrated TCM and WM CPGs is divided into nine parts: basic information, background, development method, clinical question, recommendation, evidence, conclusion, result, and reason for recommendations. The Integrated TCM and WM CPG ontology has 152 classes and defines 90 object properties and 114 data properties, with a maximum classification depth of 4 layers. The terms of disease, drug and examination item names in the ontology have been standardized.
    CONCLUSIONS: This study proposes an Integrated TCM and WM CPG ontology. The ontology adopts a modular design, which has both sharing and scaling ability, and can express rich guideline knowledge. It provides important support for the semantic processing and computational application of guideline documents.
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  • 文章类型: Journal Article
    The Global Burden of Animal Diseases (GBADs) programme aims to assess the impact of animal health on agricultural animals, livestock production systems and associated communities worldwide. As part of the objectives of GBADs\'Animal Health Ontology theme, the programme reviewed conceptual frameworks, ontologies and classification systems in biomedical science. The focus was on data requirements in animal health and the connections between animal health and human and environmental health. In May 2023, the team conducted searches of recognised repositories of biomedical ontologies, including BioPortal, Open Biological and Biomedical Ontology Foundry, and Ontology Lookup Service, to identify animal and livestock ontologies and those containing relevant concepts. Sixteen ontologies were found, covering topics such as surveillance, anatomy and genetics. Notable examples include the Animal Trait Ontology for Livestock, the Animal Health Surveillance Ontology, the National Center for Biotechnology Information Taxonomy and the Uberon Multi-Species Anatomy Ontology. However, some ontologies lacked class definitions for a significant portion of their classes. The review highlights the need for domain evidence to support proposed models, critical appraisal of external ontologies before reuse, and external expert reviews along with statistical tests of agreements. The findings from this review informed the structural framework, concepts and rationales of the animal health ontology for GBADs. This animal health ontology aims to increase the interoperability and transparency of GBADs data, thereby enabling estimates of the impacts of animal diseases on agriculture, livestock production systems and associated communities globally.
    Le programme \" Impact mondial des maladies animales \" (GBADs) vise à évaluer l\'impact de la santé animale sur les animaux d\'élevage, les systèmes de production animale et les communautés liées à ce secteur d\'activités dans le monde. Afin de définir une ontologie de la santé animale répondant aux objectifs du GBADs, le programme a procédé à un examen des cadres conceptuels, des ontologies et des systèmes de classification actuellement appliqués en sciences biomédicales. Il s\'agissait de définir les besoins en données dans le domaine de la santé animale ainsi que les connexions entre la santé animale, la santé publique et la santé environnementale. En mai 2023, l\'équipe a procédé à des recherches dans des référentiels reconnus d\'ontologies biomédicales, notamment BioPortal, Open Biological and Biomedical Ontology Foundry et Ontology Lookup Service, afin de recenser les ontologies relatives aux animaux et au bétail ainsi que celles contenant des concepts pertinents. Seize ontologies ont été relevées, couvrant des thèmes tels que la surveillance, l\'anatomie et la génétique. Parmi les exemples notables on peut citer : Animal Trait Ontology for Livestock (ontologie dédiée aux caractères phénotypiques des animaux d\'élevage), Animal Health Surveillance Ontology (ontologie dédiée à la surveillance de la santé animale), National Center for Biotechnology Information Taxonomy (la base de données Taxonomie du Centre américain pour les informations biotechnologiques), et Uberon Multi-Species Anatomy Ontology (ontologie anatomique représentant diverses espèces animales). Il a cependant été constaté que certaines ontologies ne disposent pas de définitions de classes pour une grande partie des classes qui les composent. L\'examen a souligné l\'importance d\'étayer les modèles proposés par des données issues des spécialités en question, de procéder à une évaluation critique des ontologies externes avant de les réutiliser et de faire effectuer des examens complémentaires par des experts externes ainsi que des tests statistiques de concordance. Les résultats de cette étude ont apporté des éléments permettant de définir le cadre structurel, les concepts et les principes de l\'ontologie relative à la santé animale destinée au GBADs. Cette ontologie de la santé animale vise à accroître l\'interopérabilité et la transparence des données du GBADs, ce qui permet d\'effectuer des estimations de l\'impact des maladies animales sur l\'agriculture, les systèmes de production animale et les communautés associées à ce secteur d\'activités à l\'échelle mondiale.
    El programa sobre el impacto global de las enfermedades animales (GBADs) tiene como objetivo evaluar el impacto de la sanidad animal en los animales de granja, los sistemas de producción ganadera y las comunidades conexas en todo el mundo. Como parte de los objetivos en torno al tema de la ontología de la sanidad animal del GBADs, el programa revisó marcos conceptuales, ontologías y sistemas de clasificación en el ámbito de la ciencia biomédica. Se hizo hincapié en los requisitos de datos sobre la sanidad animal y en las conexiones entre la sanidad animal y la salud humana y ambiental. En mayo de 2023, el equipo realizó búsquedas en repositorios reconocidos de ontologías biomédicas, como BioPortal, Open Biological and Biomedical Ontology Foundry y Ontology Lookup Service, para identificar no solo ontologías animales y ganaderas, sino también aquellas que incluyeran conceptos relevantes. En este sentido, se encontraron dieciséis ontologías, que abarcan temas como vigilancia, anatomía y genética. Entre los ejemplos más destacados figuran Animal Trait Ontology for Livestock (Ontología de Características Animales para el Ganado), Animal Health Surveillance Ontology (Ontología de Vigilancia de la Sanidad Animal), National Center for Biotechnology Information Taxonomy (la base de datos Taxonomía del Centro Nacional para la Información Biotecnológica) y Uberon Multi-Species Anatomy Ontology (Ontología Anatómica de Especies Múltiples). Sin embargo, algunas ontologías carecían de definiciones para una parte significativa de sus clases. La revisión pone de relieve la necesidad de contar con datos probatorios del ámbito en cuestión que respalden los modelos propuestos, una evaluación crítica de las ontologías externas antes de su reutilización y revisiones de expertos externos junto con pruebas estadísticas de los acuerdos. Los resultados de esta revisión han servido de base para el marco estructural, los conceptos y los fundamentos de la ontología de la sanidad animal para el GBADs. Esta ontología pretende aumentar la interoperabilidad y la transparencia de los datos del GBADs, permitiendo así estimar el impacto de las enfermedades animales en la agricultura, los sistemas de producción ganadera y las comunidades conexas en todo el mundo.
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  • 文章类型: Editorial
    本体和术语是生物医学领域知识表示的支柱,促进数据集成,互操作性,以及跨不同应用程序的语义理解。然而,由于生物医学知识的动态性质,这些资源的质量保证和丰富仍然是一个持续的挑战。在这篇社论中,我们提供了本特别增刊中包含的七篇文章的介绍性摘要,用于质量保证和生物学和生物医学本体论和术语的丰富。这些文章涵盖了一系列主题,例如为资源描述框架(RDF)资源开发自动质量评估框架,通过逻辑定义识别SNOMEDCT中缺失的概念,并开发COVID接口术语,以实现对COVID-19相关电子健康记录(EHR)的自动注释。总的来说,这些贡献强调了提高准确性的持续努力,一致性,以及生物医学本体和术语的互操作性,从而推进其在医疗保健和生物医学研究中的关键作用。
    Ontologies and terminologies serve as the backbone of knowledge representation in biomedical domains, facilitating data integration, interoperability, and semantic understanding across diverse applications. However, the quality assurance and enrichment of these resources remain an ongoing challenge due to the dynamic nature of biomedical knowledge. In this editorial, we provide an introductory summary of seven articles included in this special supplement issue for quality assurance and enrichment of biological and biomedical ontologies and terminologies. These articles span a spectrum of topics, such as development of automated quality assessment frameworks for Resource Description Framework (RDF) resources, identification of missing concepts in SNOMED CT through logical definitions, and developing a COVID interface terminology to enable automatic annotations of COVID-19 related Electronic Health Records (EHRs). Collectively, these contributions underscore the ongoing efforts to improve the accuracy, consistency, and interoperability of biomedical ontologies and terminologies, thus advancing their pivotal role in healthcare and biomedical research.
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  • 文章类型: Journal Article
    自动疾病进展预测模型需要大量的训练数据,很少有,尤其是在罕见疾病方面。一种可能的解决方案是整合来自不同医疗中心的数据。然而,各个中心通常遵循不同的数据收集程序,并为收集的数据分配不同的语义。本体,用作可互操作知识库的模式,表示最先进的解决方案,以同源语义并促进来自各种来源的数据集成。这项工作提出了BrainTeaser本体(BTO),一种本体,以全面和模块化的方式对与两种大脑相关的罕见疾病(ALS和MS)相关的临床数据进行建模。BTO有助于组织和标准化患者随访期间收集的数据。它是通过将多个医疗中心当前使用的模式协调为一个共同的本体而创建的,遵循自下而上的方法。因此,BTO有效地解决了各种实际情况下的实际数据收集需求,并促进了数据的可移植性和互操作性。BTO捕获各种临床事件,如疾病发作,症状,诊断和治疗程序,和复发,使用基于事件的方法。与医疗合作伙伴和领域专家合作开发,BTO提供了ALS和MS的整体视图,以支持回顾性和前瞻性数据的表示。此外,BTO坚持开放科学和公平(Findable,可访问,互操作,和可重用)原则,使其成为开发预测工具以帮助医疗决策和患者护理的可靠框架。虽然BTO是为ALS和MS设计的,它的模块化结构使其易于扩展到其他与大脑相关的疾病,展示其更广泛适用性的潜力。数据库URLhttps://zenodo.org/records/7886998。
    Automatic disease progression prediction models require large amounts of training data, which are seldom available, especially when it comes to rare diseases. A possible solution is to integrate data from different medical centres. Nevertheless, various centres often follow diverse data collection procedures and assign different semantics to collected data. Ontologies, used as schemas for interoperable knowledge bases, represent a state-of-the-art solution to homologate the semantics and foster data integration from various sources. This work presents the BrainTeaser Ontology (BTO), an ontology that models the clinical data associated with two brain-related rare diseases (ALS and MS) in a comprehensive and modular manner. BTO assists in organizing and standardizing the data collected during patient follow-up. It was created by harmonizing schemas currently used by multiple medical centers into a common ontology, following a bottom-up approach. As a result, BTO effectively addresses the practical data collection needs of various real-world situations and promotes data portability and interoperability. BTO captures various clinical occurrences, such as disease onset, symptoms, diagnostic and therapeutic procedures, and relapses, using an event-based approach. Developed in collaboration with medical partners and domain experts, BTO offers a holistic view of ALS and MS for supporting the representation of retrospective and prospective data. Furthermore, BTO adheres to Open Science and FAIR (Findable, Accessible, Interoperable, and Reusable) principles, making it a reliable framework for developing predictive tools to aid in medical decision-making and patient care. Although BTO is designed for ALS and MS, its modular structure makes it easily extendable to other brain-related diseases, showcasing its potential for broader applicability.Database URL  https://zenodo.org/records/7886998 .
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  • 文章类型: Journal Article
    背景:调查和提高行为改变干预措施的有效性需要对干预措施的各个方面进行详细和一致的规范。我们不仅需要了解它们的内容,这是具体的技术,还有源头,mode,时间表,以及交付此内容的样式。交付风格是指将内容传达给干预参与者的方式。本文报告了本体的发展,该本体用于指定依赖于交流的干预措施的交付方式。这构成了行为改变干预本体论的一部分,旨在涵盖行为改变干预方案的所有方面。方法:根据人类行为改变项目中使用的本体开发方法,开发了交付本体的样式,有七个关键步骤:1)定义本体的范围,2)通过审查100份行为变化干预评估报告和现有分类系统,确定关键实体并制定其初步定义;3)通过100个报告的注释来试点本体,从而完善本体,4)八位行为科学和公共卫生专家的利益相关者审查,5)通过使用本体注释100份报告,进行评估者间可靠性测试,6)指定实体之间的本体论关系,7)传播和维护本体论。结果:所得到的本体是包含145个与递送风格相关的独特实体的五级分层结构。关键领域包括沟通过程,沟通风格,和通信过程中使用的对象的属性。对于熟悉本体论的人,注释干预评估报告的评估者间可靠性为α=0.77(良好),对于不熟悉本体论的人,α=0.62(可接受)。结论:交付本体论风格可用于以一致和连贯的方式注释和描述行为改变干预措施。从而改善证据比较,合成,复制,实施有效的干预措施。
    Background: Investigating and enhancing the effectiveness of behaviour change interventions requires detailed and consistent specification of all aspects of interventions. We need to understand not only their content, that is the specific techniques, but also the source, mode, schedule, and style in which this content is delivered. Delivery style refers to the manner by which content is communicated to intervention participants. This paper reports the development of an ontology for specifying the style of delivery of interventions that depend on communication. This forms part of the Behaviour Change Intervention Ontology, which aims to cover all aspects of behaviour change intervention scenarios. Methods: The Style of Delivery Ontology was developed following methods for ontology development used in the Human Behaviour-Change Project, with seven key steps: 1) defining the scope of the ontology, 2) identifying key entities and developing their preliminary definitions by reviewing 100 behaviour change intervention evaluation reports and existing classification systems, 3) refining the ontology by piloting the ontology through annotations of 100 reports, 4) stakeholder review by eight behavioural science and public health experts, 5) inter-rater reliability testing through annotating 100 reports using the ontology, 6) specifying ontological relationships between entities, and 7) disseminating and maintaining the ontology. Results: The resulting ontology is a five-level hierarchical structure comprising 145 unique entities relevant to style of delivery. Key areas include communication processes, communication styles, and attributes of objects used in communication processes. Inter-rater reliability for annotating intervention evaluation reports was α=0.77 (good) for those familiar with the ontology and α=0.62 (acceptable) for those unfamiliar with it. Conclusions: The Style of Delivery Ontology can be used for both annotating and describing behaviour change interventions in a consistent and coherent manner, thereby improving evidence comparison, synthesis, replication, and implementation of effective interventions.
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  • 文章类型: Journal Article
    技术仍然沉浸在我们的日常生活中,并且由于其在临床实践中的持续存在和快速的技术扩散;护士检查与护理学科相关的技术到认识论变得很重要。考虑到技术与护理的交叉仍然是一个正在进行的讨论领域,这表明需要进一步的哲学反思,这一点至关重要。为此,本文试图从工程和人文学科的角度研究技术哲学,以促进有关其与护理认识论交叉的讨论。虽然技术似乎一直存在于护理实践中,突出了反映爱恨关系的两个相反观点:技术乐观主义(促进技术)和技术浪漫主义(劝阻技术)。根据米切姆对“相互关系”和“与”的解释,打破二元观点的一种潜在方法是将技术与护理之间的交集/关系视为连续体,而不是完全单一的实体。关怀被呈现为反映行动和态度的多维。可以说,一些关怀行动可能与工程观点相交,表明技术可以支持护士在他们的角色,也就是说,通过模仿一些护士的工作,但不能取代它们。从人文的角度来看,技术被呈现为人类对技术所提供的东西进行控制的一种方式。放在一起,显然是时候摆脱护理和技术之间的爱恨关系了。尽管这强调了建立护士技术能力的巨大需求,更需要护士反思和表达认识论,本体论,axiological,以及技术应用为该学科带来的伦理问题。
    Technology remains enmeshed in our daily lives and given its continuing presence in clinical practice and rapid technological proliferation; it becomes relevant for nurses to examine techno-onto-epistemology in relation to the discipline of nursing. This is critical considering the intersection of technology and nursing remains an area of ongoing discussion revealing a need for further philosophical reflection. To this end, this paper sought to examine the philosophy of technology from the engineering and humanities perspectives to contribute to the discussion regarding its intersection with the onto-epistemology of nursing. Although technology seems to be constantly present in nursing practice, two opposing perspectives reflecting a love-hate relationship is highlighted: technological optimism (promotes technology) and technological romanticism (dissuades technology). Based on Mitcham\'s interpretation of \'mutual relationship\' and \'being-with\', a potential way to break away from the binary perspectives is to view the intersection of/relationship between technology and nursing as being on a continuum rather than entirely monolithic entities. Caring is presented as multidimensional reflecting actions and attitudes. Arguably, some caring actions may intersect with the engineering perspective to suggest that technology can support nurses in their roles, that is, by imitating some of what nurses do, but not to replace them. From the humanities perspective, technology is presented as a way of being with humans exercising control over what technology has to offer. Put together, it is clearly time to break away from the love-hate relationship between nursing and technology. Although this emphasises a great need to build the technological competency of nurses, there is an even greater call for nurses to reflect on and voice the epistemological, ontological, axiological, and ethical issues that the application of technology raises for the discipline.
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  • 文章类型: Journal Article
    本文介绍了基于国际统一医学语言系统(UMLS)的本体结构构建国家统一术语系统(NUTS)的经验。UMLS已通过国家目录中的配方进行了调整和丰富,关系,从科学文章和电子健康记录的文本中提取,和权重系数。
    This article presents experience in construction the National Unified Terminological System (NUTS) with an ontological structure based on international Unified Medical Language System (UMLS). UMLS has been adapted and enriched with formulations from national directories, relationships, extracted from the texts of scientific articles and electronic health records, and weight coefficients.
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  • 文章类型: Journal Article
    可施用的剂型可以在从药物剂型的(无)转化之后获得。建立在EDQM创建428种药物剂型的小型本体的基础上,以支持与其他剂型本体(SNOMED-CT,RxNorm),本研究集中在308个可给药剂型的简单本体上,27个预定地点和65个剂量形式石斑鱼的中间水平。本体论是在432种药物剂型后创建的,在UNICOM项目期间,EDQM将65种组合药物剂型和73种组合术语与可施用剂型联系起来。本文介绍了这些资源,由此产生的本体论,其顶级概念和来源之间的差异。它通过专家审查提出了验证研究的方案,作为用例研究的准备。
    Administrable dose form can be obtained after (no-)transformation from pharmaceutical dose form. Building on the creation of a small ontology of 428 pharmaceutical dose forms from EDQM to support alignment with other dose form ontologies (SNOMED-CT, RxNorm), the present study is focused on a simple ontology of 308 administrable dose forms, 27 Intended Sites and an intermediary level of 65 dose form groupers. The ontology was created after 432 pharmaceutical dose forms, 65 combined pharmaceutical dose forms and 73 combined terms were linked by EDQM to administrable dose forms during the UNICOM project. The article describes these resources, the resulting ontology, the differences between its top-level concepts and the source\'s. It presents the protocol for a validation study through expert review, as a preparation for use case studies.
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  • 文章类型: Journal Article
    背景:整合来自代表不同研究设计的数据源的信息有可能加强人口健康研究的证据。然而,这种“三角测量”的证据概念对系统地识别和整合相关信息提出了许多挑战。其中包括异构证据与共同语义概念和属性的协调,以及检索到的证据的优先级与感兴趣的问题的三角测量。
    结果:我们提供ASQ(带注释的语义查询),在EpiGraphDB中集成生物医学实体和流行病学证据的自然语言查询接口,它使用户能够从一段非结构化文本中提取“声明”,然后调查可能支持的证据,矛盾的说法,或为查询提供其他信息。这种方法有可能支持对预印本的快速审查,赠款申请,会议摘要和提交同行评审的文章。ASQ实施策略来协调不同分类中的生物医学实体和来自不同来源的证据,以促进证据的三角剖分和解释。
    方法:ASQ可在https://asq上公开获得。epigraphdb.org及其源代码可在GPL-3.0许可证下在https://github.com/mrcieu/epigraphdb-asq获得。
    背景:可以在补充材料以及通过https://asq在ASQ平台上找到更多信息。epigraphdb.org/docs.
    BACKGROUND: Integrating information from data sources representing different study designs has the potential to strengthen evidence in population health research. However, this concept of evidence \"triangulation\" presents a number of challenges for systematically identifying and integrating relevant information. These include the harmonization of heterogenous evidence with common semantic concepts and properties, as well as the priortization of the retrieved evidence for triangulation with the question of interest.
    RESULTS: We present Annotated Semantic Queries (ASQ), a natural language query interface to the integrated biomedical entities and epidemiological evidence in EpiGraphDB, which enables users to extract \"claims\" from a piece of unstructured text, and then investigate the evidence that could either support, contradict the claims, or offer additional information to the query. This approach has the potential to support the rapid review of preprints, grant applications, conference abstracts, and articles submitted for peer review. ASQ implements strategies to harmonize biomedical entities in different taxonomies and evidence from different sources, to facilitate evidence triangulation and interpretation.
    METHODS: ASQ is openly available at https://asq.epigraphdb.org and its source code is available at https://github.com/mrcieu/epigraphdb-asq under GPL-3.0 license.
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  • 文章类型: Journal Article
    背景:在开放式生物和生物医学本体论(OBO)铸造厂中,许多本体将计划规范的执行表示为一个过程,在该过程中,可实现的实体将计划规范具体化,“可实现具体化”(RC),已实现。这个代表,我们称之为“RC帐户”,提供了一种直接的方法来将计划规范与承担可实现具体化的实体和实现可实现具体化的过程相关联。然而,在科学文献中尚未评估RC账户的充分性。在这份手稿中,我们提供此评估,因此,为本体开发人员提供使用或不使用RC帐户模式的合理理由。
    结果:对RC帐户的分析表明,它不足以代表失败的计划。如果可实现的具体化在某种程度上存在缺陷,尚不清楚可实现实体与计划规范之间的关系(如果有)。如果执行(即,实现)的可实现具体化未能执行计划规范中给出的操作,在RC帐户下,不清楚如何将失败的执行与执行计划规范中给出的指示的实体直接相关。在计划不断变化的情况下,这些问题会加剧。
    结论:我们提出了两种代表失败计划的解决方案。第一种方法使用关系规定的通用核心本体将计划规范连接到利用计划规范作为指南的实体或过程。第二个,更复杂,解决方案将创建计划的过程(在意图执行计划规范的意义上)合并到执行计划规范的表示中。我们假设第一个解决方案(即,在大多数情况下,使用\'规定的\')是足够的。然而,需要更多的研究来检验这一假设,并探索本手稿中提出的其他解决方案。
    BACKGROUND: Within the Open Biological and Biomedical Ontology (OBO) Foundry, many ontologies represent the execution of a plan specification as a process in which a realizable entity that concretizes the plan specification, a \"realizable concretization\" (RC), is realized. This representation, which we call the \"RC-account\", provides a straightforward way to relate a plan specification to the entity that bears the realizable concretization and the process that realizes the realizable concretization. However, the adequacy of the RC-account has not been evaluated in the scientific literature. In this manuscript, we provide this evaluation and, thereby, give ontology developers sound reasons to use or not use the RC-account pattern.
    RESULTS: Analysis of the RC-account reveals that it is not adequate for representing failed plans. If the realizable concretization is flawed in some way, it is unclear what (if any) relation holds between the realizable entity and the plan specification. If the execution (i.e., realization) of the realizable concretization fails to carry out the actions given in the plan specification, it is unclear under the RC-account how to directly relate the failed execution to the entity carrying out the instructions given in the plan specification. These issues are exacerbated in the presence of changing plans.
    CONCLUSIONS: We propose two solutions for representing failed plans. The first uses the Common Core Ontologies \'prescribed by\' relation to connect a plan specification to the entity or process that utilizes the plan specification as a guide. The second, more complex, solution incorporates the process of creating a plan (in the sense of an intention to execute a plan specification) into the representation of executing plan specifications. We hypothesize that the first solution (i.e., use of \'prescribed by\') is adequate for most situations. However, more research is needed to test this hypothesis as well as explore the other solutions presented in this manuscript.
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