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Clustering XML Documents by Structure
[chapter]
2004
Lecture Notes in Computer Science
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This paper presents a framework for clustering XML documents by structure. ...
Grouping together structurally similar XML documents refers to the application of clustering methods using distances that estimate the similarity between tree structures in terms of the hierarchical relationships ...
Methods were discussed to cluster a set of existing XML documents by structure at once. ...
doi:10.1007/978-3-540-24674-9_13
fatcat:6teg5mmjajcjbizz3llq6li2ky
Clustering XML Documents by Structure
[chapter]
2010
Lecture Notes in Computer Science
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The issue of clustering XML documents by structure is being considered in this paper. Two different and independent methods of clustering XML documents by structure are being proposed. ...
In this paper, it is suggested that the proposed methods may improve the accuracy of XML clustering by structure. ...
The clustering of XML documents by structure has many applications. ...
doi:10.1007/978-3-642-12082-4_30
fatcat:l5z2s3savba2zklfm66mnsjztu
A methodology for clustering XML documents by structure
2006
Information Systems
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This paper presents a framework for clustering XML documents by structure. ...
Grouping together structurally similar XML documents refers to the application of clustering methods using distances that estimate the similarity between tree structures in terms of the hierarchical relationships ...
Methods were discussed to cluster a set of existing XML documents by structure at once. ...
doi:10.1016/j.is.2004.11.009
fatcat:pxvevu7vafevtm4f5oich2cvim
A Tree-Based Approach to Clustering XML Documents by Structure
[chapter]
2004
Lecture Notes in Computer Science
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The idea is to equip each cluster with an XML cluster representative, i.e. an XML document subsuming the most typical structural specifics of a set of XML documents. ...
We propose a novel methodology for clustering XML documents on the basis of their structural similarities. ...
In this paper we propose a novel methodology for clustering XML documents by structure, which is based on the notion of XML cluster representative. ...
doi:10.1007/978-3-540-30116-5_15
fatcat:qln5t6e2yfc2blxcepupy5jpdu
An efficient and scalable algorithm for clustering XML documents by structure
2004
IEEE Transactions on Knowledge and Data Engineering
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We propose a hierarchical algorithm (S-GRACE) for clustering XML documents based on structural information in the data. ...
Experiments on real data show that our algorithm can discover clusters not easily identified by manual inspection. ...
We develop an algorithm S-GRACE which clusters XML documents by structure. ...
doi:10.1109/tkde.2004.1264824
fatcat:kwmcq2tmffdepacb7wdhkyt4ja
Evaluating the Performance of XML Document Clustering by Structure Only
[chapter]
Lecture Notes in Computer Science
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The PCXSS method is a progressive clustering method that computes the similarity between a new XML document and existing clusters by considering the structures within documents. ...
This paper reports the results and experiments performed on the INEX 2006 Document Mining Challenge Corpus with the PCXSS clustering method. ...
The PCXSS, originally developed for the purpose of clustering of heterogeneous XML schemas, has been modified and applied to cluster the INEX 2006 XML documents by considering only the structure of XML ...
doi:10.1007/978-3-540-73888-6_44
fatcat:wseawkzxorda3lsf52yvn45ppy
XML Document Probabilistic Clustering Based on Structure and Content
2016
International Journal of Information Technology Control and Automation
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In this paper, we propose SCEM (Expectation Maximization Structure and Content) for XML documents which is used to effectively cluster XML documents by combining content and structural features. ...
Most of current methods for clustering XML documents consider only one of these two aspects. ...
PROBABILISTIC CLUSTERING To clustering XML document by SCEM, we need some preprocessing. ...
doi:10.5121/ijitca.2016.6101
fatcat:jzj37tafrbfmnjtatlhny57rwq
XEdge
2008
Proceedings of the 2008 ACM symposium on Applied computing - SAC '08
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In this paper we propose a unified clustering algorithm for both homogeneous and heterogeneous XML documents. ...
Depending on the type of the XML documents, the proposed algorithm modifies its distance metric in order to properly adapt to the special structural characteristics of homogeneous and heterogeneous XML ...
partitional clustering algorithm. • Every cluster is represented by a compact cluster representative structure that summarizes the properties and characteristics of the XML documents included in the appropriate ...
doi:10.1145/1363686.1363940
dblp:conf/sac/AntonellisMT08
fatcat:lf5v6tjbobhz5j5wws5nyz5rra
An Optimistic Approach for Clustering Multi-version XML Documents Using Compressed Delta
2015
International Journal of Electrical and Computer Engineering (IJECE)
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Evolving size of XML document is reduced by applying homomorphic compression before clustering them which retains its original structure. ...
This paper proposes optimistic approach to Re-cluster multi-version XML documents which change in time by reassessing distance between them by using knowledge from initial clustering solution and changes ...
Author in [34] proposed a framework for clustering XML documents by structure, they model the XML documents as rooted ordered labelled trees, then studied the usage of structural distance metrics in ...
doi:10.11591/ijece.v5i6.pp1472-1479
fatcat:o5av7hoeyfekxpyathrf6us6na
An Efficient Association Rule Based Clustering of XML Documents
2015
Procedia Computer Science
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Therefore, this paper proposes a hybrid approach which discovers the frequent XML documents by association rule mining and then find the clustering of XML documents by classical k-means algorithm. ...
Hence, the key contribution of the work is to find the meaningful clustered based associations by association rule based clustering. ...
Step 2 retrieves the frequent XML documents. The contents and structure for every frequent XML documents is extracted by the mechanism of xpath . ...
doi:10.1016/j.procs.2015.04.024
fatcat:grcy6suwybghtevnqx2ysk5mzm
Tag Name Structure-based Clustering of XML Documents
2010
International Journal of Computer and Electrical Engineering
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Many algorithms have been developed for the clustering of XML documents. ...
The concern of this paper is to extract knowledge from XML documents. ...
XCLS INCREMENTAL ALGORITHM XCLS (XML Clustering by Level Structure) algorithm tries to cluster XML documents by considering their structures. ...
doi:10.7763/ijcee.2010.v2.124
fatcat:aopptsx3srdudpcy3k7abk23qy
XML data clustering
2011
ACM Computing Surveys
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In the last few years we have observed a proliferation of approaches for clustering XML documents and schemas based on their structure and content. ...
We aim at introducing an integrated view that is useful when comparing XML data clustering approaches, when developing a new clustering algorithm, and when implementing an XML clustering component. ...
Acknowledgements: Alsayed Algergawy has been supported by the Egyptian Ministry of Higher Education and Tanta University, Egypt. ...
doi:10.1145/1978802.1978804
fatcat:zgparleb6nbkdnoxlcxn3vyrhm
Report on the XML mining track at INEX 2005 and INEX 2006
2007
SIGIR Forum
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This article is a report concerning the two years of the XML Mining track at INEX (2005 and 2006) . We focus here on the classication and clustering of XML documents. ...
We detail these two tasks and the corpus used for this challenge and then present a summary of the dierent methods proposed by the participants. ...
-Clustering -2005 and 2006 The papers by Nayak 8 et al. ([12] and [13]) denes a similarity measure between an XML document and a cluster of XML documents. ...
doi:10.1145/1273221.1273230
fatcat:pv56jdndhjfpngmqubiqh57ufu
Similarity Measure and Clustering Technique for XML Documents by a Parent-Child Matrix
부모-자식 행렬을 사용한 XML 문서 유사도 측정과 군집 기법
2015
The Journal of the Korean Institute of Information and Communication Engineering
부모-자식 행렬을 사용한 XML 문서 유사도 측정과 군집 기법
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In this paper, we propose a parent-child matrix to cluster XML documents efficiently. A parent-child matrix analyzes both the content and structural features of an XML document. ...
Then, the similarity between two XML documents can be measured by the similarity between two corresponding parent-child matrices. The experiment shows that our proposed method has good performance. ...
부모-자식 행렬들의 결합
CLUSTERING XML DOCUMENTS BY PARENT-CHILD MATRIXWe use a hierarchical clustering algorithm to cluster XML documents. ...
doi:10.6109/jkiice.2015.19.7.1599
fatcat:w7lcaughnnblnivqklpci4f34u
Managing Multiversion Xml Documents with Compressed Delta
2020
VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE
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Content and structure of Dynamic XML documents changes frequently based on user behavior and produces multiple versions of it. ...
Multiversion XML documents are having huge applicability which demands for their effective organization. Clustering is better solution to retain these documents. ...
A various techniques for clustering sequence of heterogeneous XML documents projected by authors [32] . ...
doi:10.35940/ijitee.b7534.019320
fatcat:rgau2zef7zdqvoxhxwollbw7ky
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