Skip to main navigation Skip to search Skip to main content

Similarity join on XML based on k-generation set distance

  • Yue Wang*
  • , Hongzhi Wang
  • , Yang Wang*
  • , Hong Gao
  • *Corresponding author for this work
  • School of Computer Science and Technology, Harbin Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Similarity join is applied very widely nowadays since data items representing the same real-world objects may be different due to various conventions. Another reason for similarity join is that the efficiency of traditional methods is really low. Therefore, a method with both high efficiency and high join quality is in need. In the paper, we put forward two new edit operations (reversing and mapping) together with related algorithms concerning similarity join based on the new defined measure. In our method, computing tree edit distance is replaced by computing k-generation set distance between trees. The join process is simplified largely by applying the new method. The time complexity of our method is O(n 2 ), where n is the tree size. We have proved that our method owns some advantages over others. And it can be scaled to large data sets as well.

Original languageEnglish
Title of host publicationWeb-Age Information Management - WAIM 2011 International Workshops
Subtitle of host publicationWGIM 2011, XMLDM 2011, SNA 2011, Revised Selected Papers
Pages124-135
Number of pages12
DOIs
StatePublished - 2012
Externally publishedYes
EventInt. Workshops on Web-Age Information Management, WAIM 2011: 1st Int. Workshop on Web-Based Geographic Information Management, WGIM 2011, 3rd Int. Workshop on XML Data Management, XMLDM 2011, 1st Int. Workshop on Social Network Analysis, SNA 2011 - Wuhan, China
Duration: 14 Sep 201116 Sep 2011

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume7142 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

ConferenceInt. Workshops on Web-Age Information Management, WAIM 2011: 1st Int. Workshop on Web-Based Geographic Information Management, WGIM 2011, 3rd Int. Workshop on XML Data Management, XMLDM 2011, 1st Int. Workshop on Social Network Analysis, SNA 2011
Country/TerritoryChina
CityWuhan
Period14/09/1116/09/11

Keywords

  • Similarity join
  • XML
  • k-generation set distance
  • new edit operations

Fingerprint

Dive into the research topics of 'Similarity join on XML based on k-generation set distance'. Together they form a unique fingerprint.

Cite this