Knowledge Discovery from Legal Databases

Overview

"Knowledge Discovery from Legal Databases is the first text to describe data mining techniques as they apply to law. Law students, legal academics and applied information technology specialists are guided through all phases of the knowledge discovery from databases process, with clear explanations of numerous data mining algorithms including rule induction, neural networks and association rules." Throughout the text, assumptions that make data mining in law quite different to mining other data are made explicit. Issues such as the selection of
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Hardcover (2005)
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Overview

"Knowledge Discovery from Legal Databases is the first text to describe data mining techniques as they apply to law. Law students, legal academics and applied information technology specialists are guided through all phases of the knowledge discovery from databases process, with clear explanations of numerous data mining algorithms including rule induction, neural networks and association rules." Throughout the text, assumptions that make data mining in law quite different to mining other data are made explicit. Issues such as the selection of commonplace cases, the use of discretion as a form of open texture, transformation using argumentation concepts and evaluation and deployment approaches are discussed at length.
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Product Details

  • ISBN-13: 9781402030369
  • Publisher: Springer Netherlands
  • Publication date: 9/12/2005
  • Series: Law and Philosophy Library Series , #69
  • Edition description: 2005
  • Edition number: 1
  • Pages: 298
  • Product dimensions: 9.21 (w) x 6.14 (h) x 0.75 (d)

Table of Contents

Legal issues in the data selection phase 15
Legal issues in the data pre-processing phase 47
Legal issues in the data transformation phase 59
Data mining with rule induction 83
Uncertain and statistical data mining 99
Data mining using neural networks 129
Information retrieval and text mining 147
Evaluation, deployment and related issues 171
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