XML structural delta mining: Issues and challenges

Q Zhao, L Chen, SS Bhowmick, S Madria - Data & Knowledge Engineering, 2006 - Elsevier
Recently, there is an increasing research efforts in XML data mining. These research efforts
largely assumed that XML documents are static. However, in reality, the documents are …

XChange: A semantic diff approach for XML documents

A Oliveira, T Kohwalter, M Kalinowski, L Murta… - Information Systems, 2020 - Elsevier
XML documents are extensively used in several applications and evolve over time.
Identifying the semantics of these changes becomes a fundamental process to understand …

Mining changes from versions of dynamic XML documents

LI Rusu, W Rahayu, D Taniar - International Workshop on Knowledge …, 2006 - Springer
The ability to store information contained in XML documents for future reference becomes a
very important issue these days, as the number of applications which use and exchange …

Maintaining versions of dynamic XML documents

LI Rusu, W Rahayu, D Taniar - … 2005: 6th International Conference on Web …, 2005 - Springer
The ability to store information contained in XML documents for future references becomes a
very important issue as the number of applications which use and exchange data in XML …

Towards semantic diff of XML documents

A Oliveira, L Murta, V Braganholo - Proceedings of the 29th Annual ACM …, 2014 - dl.acm.org
Applications are increasingly using XML to represent semi-structured data and,
consequently, a large amount of XML documents is available worldwide. As XML documents …

Mining association rules from XML documents

LI Rusu, W Rahayu, D Taniar - Web data management practices …, 2007 - igi-global.com
This chapter presents some of the existing mining techniques for extracting association rules
out of XML documents, in the context of rapid changes in the Web knowledge discovery …

Extracting variable knowledge from multiversioned XML documents

LI Rusu, W Rahayu, D Taniar - Sixth IEEE International …, 2006 - ieeexplore.ieee.org
The growing research interests in the XML data warehousing and XML mining areas during
the last few years were determined by the wider use of the XML to represent semi-structured …

[PDF][PDF] EXTRACTING INTERESTING KNOWLEDGE FROM VERSIONS OF DYNAMIC XML DOCUMENTS

VR Sonawane, S Tambe - IJRET Int. J. Res. Eng. Technol, 2013 - academia.edu
XML has became very popular for representing semi structured data and a standard for data
exchange over the web these days. The data exchanged as XML is growing continuously …

Frequent Pattern Discovery and Association Rule Mining of XML Data

Q Ding, G Sundarraj - XML Data Mining: Models, Methods, and …, 2012 - igi-global.com
Finding frequent patterns and association rules in large data has become a very important
task in data mining. Various algorithms have been proposed to solve such problems, but …

[PDF][PDF] XML Structural Delta Mining: Issues and Challenges

S Madriab - personal.ntu.edu.sg
Recently, there is an increasing research efforts in XML data mining. These research efforts
largely assumed that XML documents are static. However, in reality, the documents are …