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Authors: Andrea Romei and Franco Turini

Affiliation: University of Pisa, Italy

ISBN: 978-989-8425-79-9

Keyword(s): Data mining, Query language, Inductive databases, KDD process, Mining constraints, XML, XQuery.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Knowledge Discovery and Information Retrieval ; Knowledge-Based Systems ; Mining Text and Semi-Structured Data ; Process Mining ; Software Development ; Symbolic Systems

Abstract: 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.

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Paper citation in several formats:
Romei, A. and Turini, F. (2011). PROGRAMMING THE KDD PROCESS USING XQUERY.In Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: KDIR, (IC3K 2011) ISBN 978-989-8425-79-9, pages 123-131. DOI: 10.5220/0003626501310139

@conference{kdir11,
author={Andrea Romei. and Franco Turini.},
title={PROGRAMMING THE KDD PROCESS USING XQUERY},
booktitle={Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: KDIR, (IC3K 2011)},
year={2011},
pages={123-131},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003626501310139},
isbn={978-989-8425-79-9},
}

TY - CONF

JO - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: KDIR, (IC3K 2011)
TI - PROGRAMMING THE KDD PROCESS USING XQUERY
SN - 978-989-8425-79-9
AU - Romei, A.
AU - Turini, F.
PY - 2011
SP - 123
EP - 131
DO - 10.5220/0003626501310139

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