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Programming the KDD process using XQuery

Romei, Andrea and Turini, Franco (2011) Programming the KDD process using XQuery. Technical Report del Dipartimento di Informatica . Università di Pisa, Pisa, IT.

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    XQuake is a language and system for programming data mining processes over native XML databases in the spirit of inductive databases. It extends XQuery to support KDD tasks. This paper focuses on the features required in the definition of the steps of the mining process. The main objective is to show the expressiveness of the language in handling mining operations as an extension of basic XQuery expressions. To this purpose, the paper offers an extended application in the field of analyzing web logs.<br />

    Item Type: Book
    Uncontrolled Keywords: Data Mining, Query Language, Inductive Databases, KDD process, Mining constraints, XML, XQuer
    Subjects: Area01 - Scienze matematiche e informatiche > INF/01 - Informatica
    Divisions: Dipartimenti (until 2012) > DIPARTIMENTO DI INFORMATICA
    Depositing User: dott.ssa Sandra Faita
    Date Deposited: 03 Dec 2014 18:23
    Last Modified: 03 Dec 2014 18:23
    URI: http://eprints.adm.unipi.it/id/eprint/2276

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