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Knowledge Discovery from Legal Databases by Andrew Stranieri

By Andrew Stranieri

Knowledge Discovery from criminal Databases is the 1st textual content to explain information mining
techniques as they observe to legislations. legislation scholars, felony lecturers and utilized details know-how experts are guided thorough all levels of the information discovery from databases method with transparent factors of diverse information mining algorithms together with rule induction, neural networks and organization principles. through the textual content, assumptions that make information mining in legislation fairly assorted to mining different information are made specific. concerns comparable to the choice of usual circumstances, using discretion as a sort of open texture, transformation utilizing argumentation techniques and review and deployment techniques are mentioned at length.

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Doctrine - The civil law doctrine's function is to draw from the cases, books and legal dictionaries, the rules and the principles which will provide both the practice and the courts with a guide for the solution of particular cases in the future. The civil code focuses on legal principles. It identifies their function, determines their domain of application, and explains their effects in terms of rights and obligations. The common law doctrine's function is more modest: authors are encouraged to distinguish cases that would appear incompatible in civil law, and to extract specific rules from these cases.

These cases are those in which a senior judge of the Family Court has ruled as uninteresting. These cases are not published, so it is difficult for a future practitioner to invoke one of these cases as backing for an argument. Reported cases are of great importance for identifying relevant factors (described above) in the Split Up system. A reported case may set a precedent; invalidating a factor that had previously been considered relevant, or alternatively, it may introduce a new factor. Accessing a random sample of cases is not straightforward and requires some assumptions.

The task of determining a percentage split of marital assets to be awarded to each party of a failed marriage is not so well defined. There are three factors identified as relevant for the determination of a final percentage: i) the relative contributions by the parties, ii) the relative future needs and iii) the level of wealth of the marriage. Experts do not consider other factors to be relevant at this level, so we consider this task to be relatively complete. However, we are obliged to regard the task as quite open textured in that the way the factors combine is subject to judicial discretion.

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