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  2. In information science, an ontology encompasses a representation, formal naming, and definitions of the categories, properties, and relations between the concepts, data, or entities that pertain to one, many, or all domains of discourse.

  3. Feb 1, 2023 · How Ontology and Data Go Hand-in-Hand. Ontology is an old philosophical concept that has found itself at the frontiers of machine learning and natural language processing. Here, our expert explains what you need to know. Written by Ari Joury, Ph.D. Published on Feb. 01, 2023.

  4. An ontology defines a common vocabulary for researchers who need to share information in a domain. It includes machine-interpretable definitions of basic concepts in the domain and relations among them. Why would someone want to develop an ontology? Some of the reasons are:

  5. Chapter. Information. Practical Ontologies for Information Professionals , pp. 1 - 26. DOI: https://doi.org/10.29085/9781783301522.001. Publisher: Facet. Print publication year: 2016. Access options. Get access to the full version of this content by using one of the access options below.

  6. towardsdatascience.com › ontology-and-data-scienceOntology and Data Science

    Dec 7, 2018 · Dec 7, 2018. -- 4. Photo by Valentin Antonucci from Pexels. If you are new to the word ontology don’t worry, I’m going to give a primer on what it is, and then why it matters for the data world. I’ll be explicit in the difference between philosophical ontology and the ontology related to information and data in computer science.

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  7. Ontologies are formal ways of organizing knowledge. Traditionally studied in philosophy, ontologies have also permeated math, physics, and in the last few decades, biology. In addition to...

  8. About: Ontology (information science) In computer science and information science, an ontology encompasses a representation, formal naming, and definition of the categories, properties, and relations between the concepts, data, and entities that substantiate one, many, or all domains of discourse.