Search engine for discovering works of Art, research articles, and books related to Art and Culture
Javascript must be enabled to continue!
XML data mining
View through CrossRef
AbstractWith the spreading of XML sources, mining XML data can be an important objective in the near future. This paper presents a project focussed on designing a general‐purpose query language in support of mining XML data. In our framework, raw data, mining models and domain knowledge are represented by way of XML documents and stored inside native XML databases. Data mining (DM) tasks are expressed in an extension of XQuery. Special attention is given to the frequent pattern discovery problem, and a way of exploiting domain‐dependent optimizations and efficient data structures as deeper as possible in the extraction process is presented. We report the results of a first bunch of experiments, showing that a good trade‐off between expressiveness and efficiency in XML DM is not a chimera. Copyright © 2009 John Wiley & Sons, Ltd.
Title: XML data mining
Description:
AbstractWith the spreading of XML sources, mining XML data can be an important objective in the near future.
This paper presents a project focussed on designing a general‐purpose query language in support of mining XML data.
In our framework, raw data, mining models and domain knowledge are represented by way of XML documents and stored inside native XML databases.
Data mining (DM) tasks are expressed in an extension of XQuery.
Special attention is given to the frequent pattern discovery problem, and a way of exploiting domain‐dependent optimizations and efficient data structures as deeper as possible in the extraction process is presented.
We report the results of a first bunch of experiments, showing that a good trade‐off between expressiveness and efficiency in XML DM is not a chimera.
Copyright © 2009 John Wiley & Sons, Ltd.
Related Results
KEBIASAAN MAKAN DAN ASUPAN ZAT GIZI MASYARAKAT HALMAHERA
KEBIASAAN MAKAN DAN ASUPAN ZAT GIZI MASYARAKAT HALMAHERA
<p class="MsoNormal" style="margin: 0cm 7.1pt 6pt 14.2pt; text-align: justify; text-indent: 1cm;"><span style="font-size: 10pt;" lang="en-us" xml:lang="en-us">Every com...
POLA AKTIVITAS, KONSUMSI PANGAN, STATUS GIZI DAN KESEHATAN ANAK JALANAN DI KOTA BANDUNG
POLA AKTIVITAS, KONSUMSI PANGAN, STATUS GIZI DAN KESEHATAN ANAK JALANAN DI KOTA BANDUNG
<p class="MsoTitle" style="margin: 0cm 13.05pt 6pt 17.85pt; text-align: justify; text-indent: 26.95pt;"><span style="font-size: 10pt;" lang="en-us" xml:lang="en-us">The...
SIGAda 2001 workshop, "creating a symbiotic relationship between XML and Ada"
SIGAda 2001 workshop, "creating a symbiotic relationship between XML and Ada"
The purpose of the workshop was to organize the Ada community to take advantage of the opportunity to create Ada applications that are operating systems independent because they ar...
KEGIATAN OPERASIONAL PEMBANGUNANKETAHANAN PANGAN 2006-2009
KEGIATAN OPERASIONAL PEMBANGUNANKETAHANAN PANGAN 2006-2009
<span style="font-size: 10pt;" lang="fi" xml:lang="fi">Rencana aksi ketahanan pangan periode 2005-2009 adalah suatu panduan pelak- sanaan kebijakan umum tersebut di tingkat l...
Soft Computing for XML Data Mining
Soft Computing for XML Data Mining
Efficient tools and algorithms for knowledge discovery in large data sets have been devised during the recent years. These methods exploit the capability of computers to search hug...
XML and Ada complement each other
XML and Ada complement each other
XML has become a major Internet technology. The programing language that has the best fit with XML is Ada. XML and Ada have similar typing systems, visibility and scoping rules. A ...
An XML Schema for Automated Data Integration in a Multi-Source Information System Dedicated to End-Stage Renal Disease
An XML Schema for Automated Data Integration in a Multi-Source Information System Dedicated to End-Stage Renal Disease
Data exchange and interoperability between clinical information systems represent a crucial issue in the context of patient record data collection. An XML representation schema ada...
Using Logic for Querying XML Data
Using Logic for Querying XML Data
In this chapter, we propose the use of first-order logic, in the form of deductive database rules, as a query language for XML data, and we present X-Device, an extension of the de...