Knowledge-based Expert Systems in Chemistry EBOOK Tooltip Artificial Intelligence in Decision Making

Auteur: Phillip Judson
Taal: Engels
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  • Engels
  • E-book
  • 9781788017428
  • Druk: 2
  • februari 2019
  • Adobe ePub
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There have been significant developments in the use of knowledge-based expert systems in chemistry since the first edition of this book was published in 2009. This new edition has been thoroughly revised and updated to reflect the advances.

The underlying theme of the book is still the need for computer systems that work with uncertain or qualitative data to support decision-making based on reasoned judgements. With the continuing evolution of regulations for the assessment of chemical hazards, and changes in thinking about how scientific decisions should be made, that need is ever greater. Knowledge-based expert systems are well established in chemistry, especially in relation to toxicology, and they are used routinely to support regulatory submissions. The effectiveness and continued acceptance of computer prediction depends on our ability to assess the trustworthiness of predictions and the validity of the models on which they are based.

Written by a pioneer in the field, this book provides an essential reference for anyone interested in the uses of artificial intelligence for decision making in chemistry.


Intelligent Design Knowledge-Based Expert Systems in Chemistry (not counting on computers) Philip Judson RSC Publishing, Cambridge, UK, 2009, 211pp (HB) ISBN 9780854041602 Reviewed by Susan Boyd This is the first book in the RSC Theoretical and computational chemistry series and itself is a pioneer in the sense that it appears to be the only book to date devoted to the development of knowledge-based expert systems in chemistry and toxicology. The book, by its own admission, is aimed at practising computational and theoretical chemists, and students of these subjects. At first glance, I expected quite a dry textbook, but I was very pleasantly surprised as I meandered through the first couple of chapters. In fact, alongside the scientific detail, the book provides an engaging history of not only knowledge-based systems in chemistry, but also of the wider context of chemoinformatics, describing the key individuals instrumental in defining the science we now regard

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februari 2019
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