Items where author is affiliated with Technische UniversitĂ¤t Darmstadt
Number of items: 1.
and DomĂnguez GarcĂa, Renato
and BĂ¶hnstedt, Doreen
and Rensing, Christoph
and Steinmetz, Ralf Towards LanguageÂ–Independent Web Genre Detection.
The term web genre denotes the type of a given web resource, in contrast to the topic of its content. In this research, we focus on recognizing the web genres blog, wiki and forum. We present a set of features that exploit the hierarchical structure of the web pageâ€™s HTML mark-up and thus, in contrast to related approaches, do not depend on a linguistic analysis of the pageâ€™s content. Our results show that it is possible to achieve a very good accuracy for a fully language independent detection of structured web genres. features (e.g. part-of-speech tagging and document terms), structural features (e.g. HTML tag frequencies, use of facets used to enable functionalities like form input elements) and simple text statistics (e.g. frequencies of punctuation). However, a fact often neglected by related work is that the absolute dominance of the English language on the web is decreasing. Thus, it is important to develop a way of recognizing web genres independently of the language used on the respective web page. As many genres exhibit a certain structural and visual layout, this property enables to ignore linguistic features altogether.
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We (Southampton EPrints Project) intend to preserve the files and HTML pages of this site for many years, however we will turn it into flat files for long term preservation. This means that at some point in the months after the conference the search, metadata-export, JSON interface, OAI etc. will be disabled as we "fossilize" the site. Please plan accordingly. Feel free to ask nicely for us to keep the dynamic site online longer if there's a rally good (or cool) use for it... [this has now happened, this site is now static]