Knowledge Discovery from XML Documents: First International Workshop, KDXD 2006, Singapore, April 9, 2006, Proceedings: 3915 (Lecture Notes in Computer Science, 3915) - Softcover

Softcover

ISBN 10: 3540331808 ISBN 13: 9783540331803

Publisher: Springer, 2006

Synopsis

The KDXD 2006 (Knowledge Discovery from XML Documents) workshop is the ?rst international workshop running this year in conjunction with the 10th Paci?c-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2006. The workshop provided an important forum for the dissemination and exchange of new ideas and research related to XML data discovery and retrieval. The eXtensible Markup Language (XML) has become a standard language for data representation and exchange. With the continuous growth in XML data sources,theabilitytomanagecollectionsofXMLdocumentsanddiscoverkno- edge from them for decision support becomes increasingly important. Due to the inherent ?exibility ofXML, in both structure and semantics, inferring important knowledge from XML data is faced with new challenges as well as bene?ts. The objective of the workshop was to bring together researchers and practitioners to discuss all aspects of the emerging XML data management challenges. Thus, the topics of interest included, but were not limited to: XML data mining methods; XML data mining applications; XML data management emerging issues and challenges; XML in improving knowledge discovery process; and Benchmarks and mining performance using XML databases. The workshop received 26 submissions. We would like to thank all those who submittedtheirworktotheworkshopunderrelativelypressuringtimedeadlines. We selected ten high-quality full papers for discussion and presentation in the workshop and for inclusion in the proceedings after being peer-reviewed by at least three members of the Program Committee. Accepted papers were grouped in three sessions and allocated equal presentation time slots. The ?rst session was on XML data mining methods of classi?cation, clustering and association.

About this title

Synopsis

This book constitutes the refereed proceedings of the First International Workshop on Knowledge Discovery from XML Documents, KDXD 2006, held in Singapore in conjunction with the 10th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2006). The 10 revised full papers presented together with 2 invited talks were carefully reviewed and selected from 26 submissions. The papers are organized in topical sections on XML data mining methods of classification, clustering and association; XML data reasoning and querying methods, query optimization; and on XML data applications of transportation and security.

Edition details

• Publisher: Springer
• Publication date: 2006
• ISBN 10: 3540331808
• ISBN 13: 9783540331803
• Binding: Paperback
• Language: English
• Number of pages: 113
• Editor: Nayak Richi, Zaki Mohammed J.