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OXPath: A language for scalable data extraction, automation, and crawling on the deep web

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Abstract

The evolution of the web has outpaced itself: A growing wealth of information and increasingly sophisticated interfaces necessitate automated processing, yet existing automation and data extraction technologies have been overwhelmed by this very growth. To address this trend, we identify four key requirements for web data extraction, automation, and (focused) web crawling: (1) interact with sophisticated web application interfaces, (2) precisely capture the relevant data to be extracted, (3) scale with the number of visited pages, and (4) readily embed into existing web technologies. We introduce OXPath as an extension of XPath for interacting with web applications and extracting data thus revealed—matching all the above requirements. OXPath’s page-at-a-time evaluation guarantees memory use independent of the number of visited pages, yet remains polynomial in time. We experimentally validate the theoretical complexity and demonstrate that OXPath’s resource consumption is dominated by page rendering in the underlying browser. With an extensive study of sublanguages and properties of OXPath, we pinpoint the effect of specific features on evaluation performance. Our experiments show that OXPath outperforms existing commercial and academic data extraction tools by a wide margin.

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Notes

  1. However, classical results [41] on rewriting reverse axes such as ancestor in XPath do not extend to OXPath.

  2. Thus, (path) *[qp] = \(\left(\bigcup _{i=0}^\infty \mathtt{\textit{path} }^i\right)\) [qp] always holds, but (path) *[qp] = \(\bigcup _{i=0}^\infty \) path \(^i\) [qp] does not hold necessarily, since [qp] is applied to each of the \(i\)-th copy of \(path\).

  3. Simple OXPath is the restriction of OXPath to simple OXPath expression, but we allow a doc() action at the start of the expression to set the document to be queried.

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Acknowledgments

The research leading to these results has received funding from the European Research Council under the European Community’s 7th Framework Programme (FP7/2007–2013)/ERC grant agreement no. 246858 (DIADEM). This work was carried out in the wider context of the networking programme FoX—Foundations of XML, FET-Open grant agreement number FP7-ICT-233599. The views expressed in this article are solely those of the authors.

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Authors and Affiliations

  1. Department of Computer Science, Oxford University, Wolfson Building, Parks Road, Oxford, OX1 3QD, UK

    Tim Furche, Georg Gottlob, Giovanni Grasso, Christian Schallhart & Andrew Sellers

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  1. Tim Furche
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  2. Georg Gottlob
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Correspondence to Tim Furche.

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Furche, T., Gottlob, G., Grasso, G. et al. OXPath: A language for scalable data extraction, automation, and crawling on the deep web. The VLDB Journal 22, 47–72 (2013). https://doi.org/10.1007/s00778-012-0286-6

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  • DOI: https://doi.org/10.1007/s00778-012-0286-6

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