Title :
Geographic focus detection using multiple location taggers
Author :
Berger, P. ; Hennig, Philipp ; Glaeser, Dustin ; Klement, Hauke ; Meinel, Christoph
Author_Institution :
Hasso-Plattner-Inst., Univ. of Potsdam, Potsdam, Germany
Abstract :
Being able to identify locations associated to a Web resource is essential for providing location-based Web applications. However, geographical information in Web documents is rarely supplied in a machine-readable way and therefore not easily discoverable. As a consequence, it is necessary to extract geographical keywords from Web documents and to associate locations with them. This method is called location tagging. In this paper we present a location tagging approach for unstructured documents which utilizes multiple external location providers. Detected locations are ranked according to their relevance for the document, in order to identify a document´s geographical focus, which is its most representative location. We present an exemplary implementation of our proposed approach using two location providers and evaluate our method´s applicability.
Keywords :
Internet; document handling; geographic information systems; information retrieval; Web documents; Web resource; document geographical focus identification; geographic focus detection; geographical information; geographical keyword extraction; location-based Web applications; multiple external location providers; multiple location taggers; unstructured documents; Asia; Blogs; Conferences; Social network services; Tagging; Text analysis; Web pages;
Conference_Titel :
Advances in Social Networks Analysis and Mining (ASONAM), 2014 IEEE/ACM International Conference on
Conference_Location :
Beijing
DOI :
10.1109/ASONAM.2014.6921618