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XML Data Mining by Andrea Tagarelli

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Chapter 12

A Framework for Mining and Querying Summarized XML Data through Tree-Based Association Rules

Mirjana Mazuran

Politecnico di Milano, Italy

Elisa Quintarelli

Politecnico di Milano, Italy

Angelo Rauseo

Politecnico di Milano, Italy

Letizia Tanca

Politecnico di Milano, Italy

Abstract

The massive amount of datasets expressed in different formats, such as relational, XML, and RDF, available in several real applications, may cause some difficulties to non-expert users trying to access these datasets without having sufficient knowledge on their content and structure. Moreover, the processes of query composition, especially in the absence of a schema, and interpretation of the obtained answers may be non-trivial. Data mining techniques, already widely ...

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