Named Entity Disambiguation for German News Articles
Authors | Andreas Lommatzsch Danuta Ploch Ernesto William De Luca Şahin Albayrak |
|---|---|
Publication date | 2010 |
Links |
Named Entity Disambiguation for German News Articles - scientific work about Wikipedia quality published in 2010, written by Andreas Lommatzsch, Danuta Ploch, Ernesto William De Luca and Şahin Albayrak.
Overview
Named entity disambiguation has become an important research area providing the basis for improving search engine precision and for enabling semantic search. Current approaches for the named entity disambiguation are usually based on exploiting structured semantic and lingual resources (e.g. WordNet, DBpedia). Unfortunately, each of these resources cover independently from each other insufficient information for the task of named entity disambiguation. On the one handWordNet comprises a relative small number of named entities while on the other hand DBpedia provides only little context for named entities. Their approach is based on the use of multi-lingual Wikipedia data. Authors show how the combination of multi-lingual resources can be used for named entity disambiguation. Based on a German and an English document corpus, authors evaluate various similarity measures and algorithms for extracting data for named entity disambiguation. Authors show that the intelligent filtering of context data and the combination of multilingual information provides high quality named entity disambiguation results.
Embed
Wikipedia Quality
Lommatzsch, Andreas; Ploch, Danuta; De Luca, Ernesto William; Albayrak, Şahin. (2010). "[[Named Entity Disambiguation for German News Articles]]". International Conference on Information and Knowledge Management, Proceedings 2010, pp. 929-938.
English Wikipedia
{{cite journal |last1=Lommatzsch |first1=Andreas |last2=Ploch |first2=Danuta |last3=De Luca |first3=Ernesto William |last4=Albayrak |first4=Şahin |title=Named Entity Disambiguation for German News Articles |date=2010 |url=https://wikipediaquality.com/wiki/Named_Entity_Disambiguation_for_German_News_Articles |journal=International Conference on Information and Knowledge Management, Proceedings 2010, pp. 929-938}}
HTML
Lommatzsch, Andreas; Ploch, Danuta; De Luca, Ernesto William; Albayrak, Şahin. (2010). "<a href="https://wikipediaquality.com/wiki/Named_Entity_Disambiguation_for_German_News_Articles">Named Entity Disambiguation for German News Articles</a>". International Conference on Information and Knowledge Management, Proceedings 2010, pp. 929-938.
