Classification Made Relevant: How Scientists Build and Use Classifications and Ontologies explains how classifications and ontologies are designed and used to analyze scientific information. The book presents the fundamentals of classification, leading up to a description of how computer scientists use object-oriented programming languages to model classifications and ontologies. Numerous examples are chosen from the Classification of Life, the Periodic Table of the Elements, and the symmetry relationships contained within the Classification Theorem of Finite Simple Groups. When these three classifications are tied together, they provide a relational hierarchy connecting all of the natural sciences.
The book's chapters introduce and describe general concepts that can be understood by any intelligent reader. With each new concept, they follow practical examples selected from various scientific disciplines. In these cases, technical points and specialized vocabulary are linked to glossary items where the item is clarified and expanded.
Rezensionen / Stimmen
"One of the ways in which human beings attempt to understand relationships among objects, beings and concepts is through the process of classification. Sometimes our classifications are simple (heavy vs light) and sometimes complex (the phylogeny of living things), but each attempt to develop a classification system represents an attempt to improve our understanding of the world around us. In this tour de force, Dr. Berman creates a unifying framework by which to understand successful (and unsuccessful) classification systems in fields ranging from mathematics to biology, showing the dependence of all successful classifications to at least implicit incorporation/acceptance of previous classifications in the mathematics - physics - chemistry - biology chain, and without losing sight of the fact that the purpose of classification is understanding. Thus, development of classification systems both complements and frames the appropriate use of other tools, based on probabilistic and continuous mathematics, for understanding the world around us. The clear and detailed expositions that Dr. Berman provides in this book are useful to both scientists who wish to develop a deeper understanding of how concepts like that of the periodic table both encapsulate known science and guide its further development, and to non-scientists who wish to develop a better understanding of how scientists think. I highly recommend it." --Timothy J. O'Leary, MD, PhD, Adjunct Professor of Pathology, University of Maryland School of Medicine, Baltimore, MD, United States; former Chief Research and Development Officer, Department of Veterans Affairs
Sprache
Verlagsort
Verlagsgruppe
Elsevier Science & Technology
Zielgruppe
Für Beruf und Forschung
Upper division undergraduate students, graduate students, and researchers across a broad range of STM disciplines who need to organize and analyze information; graduate students, researchers and professionals in library science, computer and data science.
Maße
Höhe: 235 mm
Breite: 191 mm
Gewicht
ISBN-13
978-0-323-91786-5 (9780323917865)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Klassifikation
Jules Berman holds two Bachelor of Science degrees from MIT (in Mathematics and in Earth and Planetary Sciences), a PhD from Temple University, and an MD from the University of Miami. He was a graduate researcher at the Fels Cancer Research Institute (Temple University) and at the American Health Foundation in Valhalla, New York. He completed his postdoctoral studies at the US National Institutes of Health, and his residency at the George Washington University Medical Center in Washington, DC. Dr. Berman served as Chief of anatomic pathology, surgical pathology, and cytopathology at the Veterans Administration Medical Center in Baltimore, Maryland, where he held joint appointments at the University of Maryland Medical Center and at the Johns Hopkins Medical Institutions. In 1998, he transferred to the US National Institutes of Health as a Medical Officer and as the Program Director for Pathology Informatics in the Cancer Diagnosis Program at the National Cancer Institute. Dr. Berman is a past President of the Association for Pathology Informatics and is the 2011 recipient of the Association's Lifetime Achievement Award. He is a listed author of more than 200 scientific publications and has written more than a dozen books in his three areas of expertise: informatics, computer programming, and pathology. Dr. Berman is currently a freelance writer.
Autor*in
Freelance author with expertise in informatics, computer programming, and cancer biology
1. Sitting in Class
2. Classification Logic
3. Ontologies and Semantics
4. Coping with Paradoxical or Flawed Classifications and Ontologies
5. The Class-Oriented Programming Paradigm
6. The Classification of Life
7. The Periodic Table
8. Classifying the Universe
