Knowledge-Based Expert Systems in Chemistry

Not Counting on Computers

AvPhilip Judson,Jonathan Hirst

Inbunden, Engelska, 2009

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Beskrivning

This is currently the only book available on the development of knowledge-based, and related, expert systems in chemistry and toxicology. Written by a pioneer in the field, it shows how computers can work with qualitative information where precise numerical methods are not satisfactory. An underlying theme is the current concern in society about the conflicts between basing decisions on reasoned judgements and wanting precise decisions and measurable effectiveness. As well as explaining how the computer programs work, the book provides insights into how personal and political factors influence scientific progress. The introduction of regulations such as REACH in Europe and modifications to UN and OECD Guidelines on assessment of chemical hazard mean that the use of toxicity prediction is at a turning point. They put a heavy burden on the chemical industry but, for the first time, allow for the use of computer prediction to support or replace in vivo and in vitro experiments. There is increasing recognition among scientists and regulators that qualitative computer methods have much to offer and that in some circumstances they may be more reliable and informative than quantitative methods. This excellent introduction to a field where employment opportunities are growing is aimed at students, scientists and academics with a knowledge of chemistry.

Produktinformation

Utgivningsdatum:2009-09-23
Mått:156 x 234 x 14 mm
Vikt:491 g
Format:Inbunden
Språk:Engelska
Serie:Theoretical and Computational Chemistry Series
Antal sidor:222
Förlag:Royal Society of Chemistry
ISBN:9780854041602

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Mer om författaren

Philip Judson studied chemistry at the University of Manchester before working on the synthesis of novel herbicides and fungicides for Fisons. When computing started being used in chemistry he made a change of career which later led to his becoming Head of Chemical Information and Computing for Schering AG. He was one of the founders of Lhasa Limited, a not-for-profit company specialising in knowledge-based expert systems in chemistry including the widely-used Derek for Windows system for predicting chemical toxicity. His research interests centre on the use of non-numerical reasoning methods for computer prediction of chemical toxicity, metabolism, and degradation. He developed and maintains software for chemical hazard classification and material safety data sheet management which are supplied by his company, Lexeus Limited.

Innehållsförteckning

Introduction;Knowledge-Based Approach to Synthesis Planning;EROS and CAMEO;Spin-off from the Harvard project;Structure, sub-structure and super-structure searching - technical;Structure representations;Explicit and implicit hydrogen atoms;Aromaticity, tautomerism, stereochemistry;Predicting toxicity - DEREK;PHARM-MATCH and TOX-MATCH, Oncologic, and HazardExpert;TopKat and Multicase;The 2D/2.5D/3D debate;Using reasoning - Derek for Windows;Predicting metabolism - Meteor Relative reasoning;Biodegradation;Other potential applications;Consensus modelling;Evaluation and Validation;Conclusions/Where now?

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