Link Context in Classifier-Guided Crawlers

1 comment

Gary Price mentioned a new search research paper titled Link Context in Classifier-Guided Crawlers [PDF]. The abstract:

Context of a hyperlink or link context is defined as the terms that appear in the text around a hyperlink within a Web page. Link contexts have been applied to a variety of Web information retrieval and categorization tasks. Topical or focused Web crawlers have a special reliance on link contexts. These crawlers automatically navigate the hyperlinked structure of the Web while using link contexts to predict the benefit of following the corresponding hyperlinks with respect to some initiating topic or theme. Using topical crawlers that are guided by a Support Vector Machine, we investigate the effects of various definitions of link contexts on the crawling performance. We find that a crawler that exploits words both in the immediate vicinity of a hyperlink as well as the entire parent page performs significantly better than a crawler that depends on just one of those cues. Also, we find that a crawler that uses the tag tree hierarchy within Web pages provides effective coverage.

Comments

Great reading

Nice one Aaron!

:-)
Kim

Comment viewing options

Select your preferred way to display the comments and click "Save settings" to activate your changes.