Download or read book Building Ontologies with Basic Formal Ontology written by Robert Arp and published by MIT Press. This book was released on 2015-08-28 with total page 245 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to the field of applied ontology with examples derived particularly from biomedicine, covering theoretical components, design practices, and practical applications. In the era of “big data,” science is increasingly information driven, and the potential for computers to store, manage, and integrate massive amounts of data has given rise to such new disciplinary fields as biomedical informatics. Applied ontology offers a strategy for the organization of scientific information in computer-tractable form, drawing on concepts not only from computer and information science but also from linguistics, logic, and philosophy. This book provides an introduction to the field of applied ontology that is of particular relevance to biomedicine, covering theoretical components of ontologies, best practices for ontology design, and examples of biomedical ontologies in use. After defining an ontology as a representation of the types of entities in a given domain, the book distinguishes between different kinds of ontologies and taxonomies, and shows how applied ontology draws on more traditional ideas from metaphysics. It presents the core features of the Basic Formal Ontology (BFO), now used by over one hundred ontology projects around the world, and offers examples of domain ontologies that utilize BFO. The book also describes Web Ontology Language (OWL), a common framework for Semantic Web technologies. Throughout, the book provides concrete recommendations for the design and construction of domain ontologies.
Download or read book Building Ontologies with Basic Formal Ontology written by Robert Arp and published by MIT Press. This book was released on 2015-07-31 with total page 245 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to the field of applied ontology with examples derived particularly from biomedicine, covering theoretical components, design practices, and practical applications. In the era of “big data,” science is increasingly information driven, and the potential for computers to store, manage, and integrate massive amounts of data has given rise to such new disciplinary fields as biomedical informatics. Applied ontology offers a strategy for the organization of scientific information in computer-tractable form, drawing on concepts not only from computer and information science but also from linguistics, logic, and philosophy. This book provides an introduction to the field of applied ontology that is of particular relevance to biomedicine, covering theoretical components of ontologies, best practices for ontology design, and examples of biomedical ontologies in use. After defining an ontology as a representation of the types of entities in a given domain, the book distinguishes between different kinds of ontologies and taxonomies, and shows how applied ontology draws on more traditional ideas from metaphysics. It presents the core features of the Basic Formal Ontology (BFO), now used by over one hundred ontology projects around the world, and offers examples of domain ontologies that utilize BFO. The book also describes Web Ontology Language (OWL), a common framework for Semantic Web technologies. Throughout, the book provides concrete recommendations for the design and construction of domain ontologies.
Download or read book Scientific Ontology written by Anjan Chakravartty and published by Oxford University Press. This book was released on 2017 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: Though science and philosophy take different approaches to ontology, metaphysical inferences are relevant to interpreting scientific work, and empirical investigations are relevant to philosophy. This book argues that there is no uniquely rational way to determine which domains of ontology are appropriate for belief, making room for choice in a transformative account of scientific ontology.
Download or read book Formal Ontology in Information Systems written by S. Borgo and published by IOS Press. This book was released on 2018-09-28 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: FOIS is the flagship conference of the International Association for Ontology and its Applications (IAOA). Its interdisciplinary research focus lies at the intersection of philosophical ontology, linguistics, logic, cognitive science, and computer science, as well as in the applications of ontological analysis to conceptual modeling, knowledge engineering, knowledge management, information-systems development, library and information science, scientific research, and semantic technologies in general. This volume presents the proceedings of FOIS 2018, held in Cape Town, South Africa, from 19-21 September. It was the 10th edition and 20th anniversary of the conference series. The volume contains 19 papers grouped into 4 sections: Foundations (7 papers), Agents and Properties (4 papers), Methods and Tools (4 papers), and Applications (4 papers). Regarding the applications of ontologies, a broad spectrum of areas is covered, including in particular biology and medicine, IoT, engineering and linguistics. Formal Ontology in Information Systems - Proceedings of the 10th International Conference (FOIS 2018) will be of interest to researchers from all disciplines with an interest in formal ontology.
Download or read book Applied Ontology written by Katherine Munn and published by Walter de Gruyter. This book was released on 2013-05-02 with total page 342 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 created them, and unable to serve as inputs for automated reasoning. This volume shows, in a non-technical way and using examples from medicine and biology, how the rigorous application of theories and insights from philosophical ontology can improve the ontologies upon which information management depends.
Download or read book Ontology written by Dale Jacquette and published by Routledge. This book was released on 2014-12-18 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: The philosophical study of what exists and what it means for something to exist is one of the core concerns of metaphysics. This introduction to ontology provides readers with a comprehensive account of the central ideas of the subject of being. This book is divided into two parts. The first part explores questions of pure philosophical ontology: what is meant by the concept of being, why there exists something rather than nothing, and why there is only one logically contingent actual world. Dale Jacquette shows how logic provides the only possible answers to these fundamental problems. The second part of the book examines issues of applied scientific ontology. Jacquette offers a critical survey of some of the most influential traditional ontologies, such as the distinction between appearance and reality, and the categories of substance and transcendence. The ontology of physical entities - space, time, matter and causation - is examined as well as the ontology of abstract entities such as sets, numbers, properties, relations and propositions. The special problems posed by the subjectivity of mind and of postulating a god are also explored in detail. The final chapter examines the ontology of culture, language and art.
Download or read book Ontologies with Python written by Lamy Jean-Baptiste and published by Apress. This book was released on 2021-01-01 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: Use ontologies in Python, with the Owlready2 module developed for ontology-oriented programming. You will start with an introduction and refresher on Python and OWL ontologies. Then, you will dive straight into how to access, create, and modify ontologies in Python. Next, you will move on to an overview of semantic constructs and class properties followed by how to perform automatic reasoning. You will also learn about annotations, multilingual texts, and how to add Python methods to OWL classes and ontologies. Using medical terminologies as well as direct access to RDF triples is also covered. Python is one of the most used programming languages, especially in the biomedical field, and formal ontologies are also widely used. However, there are limited resources for the use of ontologies in Python. Owlready2, downloaded more than 60,000 times, is a response to this problem, and this book is the first one on the topic of using ontologies with Python. What You Will Learn Use Owlready2 to access and modify OWL ontologies in Python Publish ontologies on dynamic websites Perform automatic reasoning in Python Use well-known ontologies, including DBpedia and Gene Ontology, and terminological resources, such as UMLS (Unified Medical Language System) Integrate Python methods in OWL ontologies Who Is This Book For Beginner to experienced readers from biomedical sciences and artificial intelligence fields would find the book useful.
Download or read book Foundations of the Semantic Web written by Rajendra Akerkar and published by Alpha Science International, Limited. This book was released on 2009 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The subject Semantic Web still remains more of a grand vision than an established reality. Foundations of the Semantic Web: XML, RDF, & Ontology presents overall vision of the future for the new Web. The aim of the text is to provide a solid treatment of the current state-of-the-art for the technologies involved. This book is well-organized and takes readers through the technologies and ideas underlying the Semantic Web. The book proceeds from a broad-spectrum discussion of the Semantic Web and progresses through various technologies such as XML, XML Schema, XPath, RDF, RDF Schema frameworks, Ontology, and then delivers current applications and potential future developments. The sequence builds in line with Tim Berner - Lee's layer cake diagram and explains concepts clearly. Each chapter ends with interesting exercises and Further Readings section that lists advance reference pointers.
Download or read book Ontology Engineering written by Elisa Kendall and published by Springer Nature. This book was released on 2022-05-31 with total page 102 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ontologies have become increasingly important as the use of knowledge graphs, machine learning, natural language processing (NLP), and the amount of data generated on a daily basis has exploded. As of 2014, 90% of the data in the digital universe was generated in the two years prior, and the volume of data was projected to grow from 3.2 zettabytes to 40 zettabytes in the next six years. The very real issues that government, research, and commercial organizations are facing in order to sift through this amount of information to support decision-making alone mandate increasing automation. Yet, the data profiling, NLP, and learning algorithms that are ground-zero for data integration, manipulation, and search provide less than satisfactory results unless they utilize terms with unambiguous semantics, such as those found in ontologies and well-formed rule sets. Ontologies can provide a rich "schema" for the knowledge graphs underlying these technologies as well as the terminological and semantic basis for dramatic improvements in results. Many ontology projects fail, however, due at least in part to a lack of discipline in the development process. This book, motivated by the Ontology 101 tutorial given for many years at what was originally the Semantic Technology Conference (SemTech) and then later from a semester-long university class, is designed to provide the foundations for ontology engineering. The book can serve as a course textbook or a primer for all those interested in ontologies.
Download or read book An Ontology for Unconventional Conflict written by Dean S. Hartley III and published by Springer. This book was released on 2018-05-15 with total page 403 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes the ontology structure, types of actors, their potential actions, and ways that actions can affect the things that are part of the conflict. An ontology of unconventional conflict supports the understanding of unconventional conflict in general. It also provides a tool for understanding and investigating a particular unconventional conflict. The ontology specifies the relations among the elements and supports creating a description of a particular situation. Unconventional conflict spans the range from natural disasters through human disagreements to irregular warfare (up to conventional war). Unconventional conflict involves damage to things and injuries to people; however, the critical factors are the actions, reactions, and opinions of people, including political, military, economic, social, infrastructure, and information components. This ontology supports and will appeal to military strategists, political scientists, economists, and politicians in understanding their planning for, and managing of these conflicts.
Download or read book An Introduction to Ontology Engineering written by C. Maria Keet and published by . This book was released on 2018-11-07 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Introduction to Ontology Engineering introduces the student to a comprehensive overview of ontology engineering, and offers hands-on experience that illustrate the theory. The topics covered include: logic foundations for ontologies with languages and automated reasoning, developing good ontologies with methods and methodologies, the top-down approach with foundational ontologies, and the bottomup approach to extract content from legacy material, and a selection of advanced topics that includes Ontology-Based Data Access, the interaction between ontologies and natural languages, and advanced modelling with fuzzy and temporal ontologies. Each chapter contains review questions and exercises, and descriptions of two group assignments are provided as well. The textbook is aimed at advanced undergraduate/postgraduate level in computer science and could fi t a semester course in ontology engineering or a 2-week intensive course. Domain experts and philosophers may fi nd a subset of the chapters of interest, or work through the chapters in a different order. Maria Keet is an Associate Professor with the Department of Computer Science, University of Cape Town, South Africa. She received her PhD in Computer Science in 2008 at the KRDB Research Centre, Free University of Bozen-Bolzano, Italy. Her research focus is on knowledge engineering with ontologies and Ontology, and their interaction with natural language and conceptual data modelling, which has resulted in over 100 peer-reviewed publications. She has developed and taught multiple courses on ontology engineering and related courses at various universities since 2009.
Download or read book Ontological Engineering approach of developing Ontology of Information Science written by Ahlam F. Sawsaa and published by Anchor Academic Publishing. This book was released on 2015-06-25 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ontology has been a subject of many studies carried out in artificial intelligence (AI) and information system communities. Ontology has become an important component of the semantic web, covering a variety of knowledge domains. Although building domain ontologies still remains a big challenge with regard to its designing and implementation, there are still many areas that need to create ontologies. Information Science (IS) is one of these areas that need a unified ontology model to facilitate information access among the heterogeneous data resources and share a common understanding of the domain knowledge. Recently, the development of domain ontologies has become increasingly important for knowledge level interoperation and information integration. They provide functional features for AI and knowledge representation. Domain Ontology is a central foundation of growth for the semantic web that provides a general knowledge for correspondence and communication among heterogeneous systems. Particularly with a rise of ontology in the artificial intelligence (AI) domain, it can be seen as an almost inevitable development in computer science and AI in general.
Download or read book Formal Ontology in Information Systems written by Maureen Donnelly and published by IOS Press. This book was released on 2012 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: The complex information systems which have evolved in recent decades rely on robust and coherent representations in order to function. Such representations and associated reasoning techniques constitute the modern discipline of formal ontology, which is now applied to fields such as artificial intelligence, computational linguistics, bioinformatics, GIS, conceptual modeling, knowledge engineering, information retrieval, and the semantic web. Ontologies are increasingly employed in a number of complex real-world application domains. For instance, in biology and medicine, more and more principle-based ontologies are being developed for the description of biological and biomedical phenomena. To be effective, such ontologies must work well together, and as they become more widely used, achieving coordinated development presents a significant challenge. This book presents collected articles from the 7th International Conference on Formal Ontologies (FOIS), held in Graz, Austria, in July 2012.FOIS is a forum which brings together representatives of all major communities involved in the development and application of ontologies to explore both theoretical issues and concrete applications in the field. The book is organized in eight sections, each of which deals with the ontological aspects of: bioinformatics; physical entities; artifacts and human resources; ontology evaluation; language and social relations; time and events; representation and the methodological aspects of ontological engineering. Providing a current overview of developments in formal ontology, this book will be of interest to all those whose work involves the application of ontologies, and to anybody wishing to keep abreast of advances in the field.
Download or read book Austrian Philosophy written by Barry Smith and published by Open Court Publishing Company. This book was released on 1994 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: "When Franz Brentano introduced the concept of intentionality into modern philosophy, he initiated a revolution in philosophical thinking whose effects are still being felt - not least in contemporary developments in the field of cognitive science. Barry Smith's Austrian Philosophy: The Legacy of Franz Brentano is the first extensive study of the philosophy of the Brentano school." "The Brentanian philosophy is oriented towards the problem of mental directedness, of how mind relates to objects. Thus in working out their 'theories of objects', the Brentanian philosophers - in contrast to Frege and his successors in the analytic movement - did not abandon psychological concerns in favor of an orientation towards language. Rather, their investigations in ontology proceeded always in tandem with work on the cognitive processes in which objects are experienced. In thus spanning the gulf between psychology and ontology, the Brentano school gave rise to movements of thought such as phenomenology and Gestalt psychology (the term 'Gestalt' was introduced as a technical term of philosophy by Brentano's student Ehrenfels)." "The Brentanists enjoyed close relations with Carl Menger and other early members of the Austrian school of economics and Austrian Philosophy contains a detailed study of the interconnections between their work on the general theory of value and subjective theories of value developed in the economic sphere. Brentano's student Kasimir Twardowski initiated the rich tradition of scientifically and logically oriented philosophy in Poland, and the role of Brentanianism in Polish philosophy, and especially in the development of Lesniewski's mereology, is here for the first time subjected to extended historical treatment. Another Brentano student, Carl Stumpf, was responsible for introducing into philosophy the technical term 'Sachverhalt' or 'state of affairs', and the associated doctrine of realism in logic, too, is shown to have been a special preserve of the Brentano movement on the continent of Europe." "In setting out the ways in which Brentanian philosophers crucially influenced the development of scientific philosophy in Central Europe around the turn of the century Barry Smith's ambitious new work provides a detailed survey of developments in Austrian philosophy in its classical period, from the 1870s to the Anschluss in 1938."--BOOK JACKET.Title Summary field provided by Blackwell North America, Inc. All Rights Reserved
Download or read book Ontology Representation written by Rinke Hoekstra and published by IOS Press. This book was released on 2009 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: Based on author's thesis from the Dutch Research School for Information and Knowledge Systems.
Download or read book Semantic Web for the Working Ontologist written by Dean Allemang and published by Elsevier. This book was released on 2011-07-05 with total page 369 pages. Available in PDF, EPUB and Kindle. Book excerpt: Semantic Web for the Working Ontologist: Effective Modeling in RDFS and OWL, Second Edition, discusses the capabilities of Semantic Web modeling languages, such as RDFS (Resource Description Framework Schema) and OWL (Web Ontology Language). Organized into 16 chapters, the book provides examples to illustrate the use of Semantic Web technologies in solving common modeling problems. It uses the life and works of William Shakespeare to demonstrate some of the most basic capabilities of the Semantic Web. The book first provides an overview of the Semantic Web and aspects of the Web. It then discusses semantic modeling and how it can support the development from chaotic information gathering to one characterized by information sharing, cooperation, and collaboration. It also explains the use of RDF to implement the Semantic Web by allowing information to be distributed over the Web, along with the use of SPARQL to access RDF data. Moreover, the reader is introduced to components that make up a Semantic Web deployment and how they fit together, the concept of inferencing in the Semantic Web, and how RDFS differs from other schema languages. Finally, the book considers the use of SKOS (Simple Knowledge Organization System) to manage vocabularies by taking advantage of the inferencing structure of RDFS-Plus. This book is intended for the working ontologist who is trying to create a domain model on the Semantic Web. - Updated with the latest developments and advances in Semantic Web technologies for organizing, querying, and processing information, including SPARQL, RDF and RDFS, OWL 2.0, and SKOS - Detailed information on the ontologies used in today's key web applications, including ecommerce, social networking, data mining, using government data, and more - Even more illustrative examples and case studies that demonstrate what semantic technologies are and how they work together to solve real-world problems
Download or read book Semantic Modeling for Data written by Panos Alexopoulos and published by "O'Reilly Media, Inc.". This book was released on 2020-08-19 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: What value does semantic data modeling offer? As an information architect or data science professional, let’s say you have an abundance of the right data and the technology to extract business gold—but you still fail. The reason? Bad data semantics. In this practical and comprehensive field guide, author Panos Alexopoulos takes you on an eye-opening journey through semantic data modeling as applied in the real world. You’ll learn how to master this craft to increase the usability and value of your data and applications. You’ll also explore the pitfalls to avoid and dilemmas to overcome for building high-quality and valuable semantic representations of data. Understand the fundamental concepts, phenomena, and processes related to semantic data modeling Examine the quirks and challenges of semantic data modeling and learn how to effectively leverage the available frameworks and tools Avoid mistakes and bad practices that can undermine your efforts to create good data models Learn about model development dilemmas, including representation, expressiveness and content, development, and governance Organize and execute semantic data initiatives in your organization, tackling technical, strategic, and organizational challenges
