HCX : an efficient hybrid clustering approach for XML documents

Kutty, Sangeetha, Nayak, Richi, & Li, Yuefeng (2009) HCX : an efficient hybrid clustering approach for XML documents. In 9th ACM Symposium on Document Engineering : DocEng 2009, 15-18 September 2009 , Munich, Germany.

[img] Accepted Version (PDF 221kB)
Administrators only | Request a copy from author

View at publisher


This paper proposes a novel Hybrid Clustering approach for XML documents (HCX) that first determines the structural similarity in the form of frequent subtrees and then uses these frequent subtrees to represent the constrained content of the XML documents in order to determine the content similarity. The empirical analysis reveals that the proposed method is scalable and accurate.

Impact and interest:

13 citations in Scopus
8 citations in Web of Science®
Search Google Scholar™

Citation counts are sourced monthly from Scopus and Web of Science® citation databases.

These databases contain citations from different subsets of available publications and different time periods and thus the citation count from each is usually different. Some works are not in either database and no count is displayed. Scopus includes citations from articles published in 1996 onwards, and Web of Science® generally from 1980 onwards.

Citations counts from the Google Scholar™ indexing service can be viewed at the linked Google Scholar™ search.

ID Code: 29654
Item Type: Conference Paper
Refereed: Yes
Keywords: XML documents, Clustering, Frequent mining, Subtree mining, Structure and content.
DOI: 10.1145/1600193.1600213
Subjects: Australian and New Zealand Standard Research Classification > INFORMATION AND COMPUTING SCIENCES (080000) > ARTIFICIAL INTELLIGENCE AND IMAGE PROCESSING (080100) > Pattern Recognition and Data Mining (080109)
Divisions: Past > QUT Faculties & Divisions > Faculty of Science and Technology
Past > Schools > School of Information Technology
Copyright Owner: Copyright 2009 Association for Computing Machinery
Deposited On: 14 Jan 2010 00:46
Last Modified: 29 Feb 2012 14:12

Export: EndNote | Dublin Core | BibTeX

Repository Staff Only: item control page