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2008 IEEE International Conference on Signal Image Technology and Internet Based Systems 2008
DOI: 10.1109/sitis.2008.12
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An Analysis of Approaches to XML Schema Inference

Abstract: In this paper we focus on the problem of automatic inferring an XML schema for a given sample set of XML documents. We provide an overview and analysis of existing approaches and compare their key advantages. We conclude the text with a discussion of open issues and problems to be solved as well as their possible solutions.

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Cited by 12 publications
(10 citation statements)
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“…We focus on a class of methods which are based on a creation and subsequent simplification of the initial grammar (for details about inference methods see [3]). The initial grammar contains rules of the form e → e 1 e 2 .…”
Section: Combination With Existing Methods Of Inferencementioning
confidence: 99%
See 1 more Smart Citation
“…We focus on a class of methods which are based on a creation and subsequent simplification of the initial grammar (for details about inference methods see [3]). The initial grammar contains rules of the form e → e 1 e 2 .…”
Section: Combination With Existing Methods Of Inferencementioning
confidence: 99%
“…an obsolete schema [13] or statistical analysis of provided XML data [14]. However, the main effort has recently been focused on a research of the approaches that utilize XML only documents [3], and, thus, there are only few approaches of the latter type, leaving a wide space for a possible future research and improvements.…”
Section: Related Workmentioning
confidence: 99%
“…Inference of DTDs from XML is well researched [26,27,60,68], but the problem becomes harder for the more powerful language class of XSD. Mlýnková [123] gives a survey of XSD inference: the general approach is to first infer an extended context-free grammar from examples and then merge nonterminals [124]. With respect to data types, Hegewald et al [81] and Chidlovskii [38] also consider approximations of XML content via data types.…”
Section: Related Workmentioning
confidence: 99%
“…In the XML view we have already proposed several approaches dealing with related problems such as XML schema inference [36,37,35] and mapping of XML schemas [58,28] . However, in case of other views (data formats) the related problems will probably be quite different and need to be explored and studied with respect to the different context.…”
Section: Future Workmentioning
confidence: 99%