Cross-Lingual Data Quality for Knowledge Base Acceleration Across Wikipedia Editions
Authors | Julianna Göbölös-Szabó Natalia Prytkova Marc Spaniol Gerhard Weikum |
|---|---|
Publication date | 2012 |
Links | Original |
Cross-Lingual Data Quality for Knowledge Base Acceleration Across Wikipedia Editions - scientific work related to Wikipedia quality published in 2012, written by Julianna Göbölös-Szabó, Natalia Prytkova, Marc Spaniol and Gerhard Weikum.
Overview
Knowledge-sharing communities like Wikipedia and knowledge bases like Freebase are expected to capture the latest facts about the real world. However, neither of these can keep pace with the rate at which events happen and new knowledge is reported in news and social media. To narrow this gap, authors propose an approach to accelerate the online maintenance of knowledge bases. Authors method, called LAIKA, is based on link prediction. Wikipedia editions in dierent languages, Wikinews, and other news media come with extensive but noisy interlinkage at the entity level. Authors utilize this input for recommending, for a given Wikipedia article or knowledge-base entry, new categories, related entities, and cross-lingual interwiki links. LAIKA constructs a large graph from the available input and uses link-overlap measures and random-walk techniques to generate missing links and rank them for recommendations. Experiments with a very large graph from multilingual Wikipedia editions demonstrate the accuracy of link predictions.
Embed
Wikipedia Quality
Göbölös-Szabó, Julianna; Prytkova, Natalia; Spaniol, Marc; Weikum, Gerhard. (2012). "[[Cross-Lingual Data Quality for Knowledge Base Acceleration Across Wikipedia Editions]]". Purdue University.
English Wikipedia
{{cite journal |last1=Göbölös-Szabó |first1=Julianna |last2=Prytkova |first2=Natalia |last3=Spaniol |first3=Marc |last4=Weikum |first4=Gerhard |title=Cross-Lingual Data Quality for Knowledge Base Acceleration Across Wikipedia Editions |date=2012 |url=https://wikipediaquality.com/wiki/Cross-Lingual_Data_Quality_for_Knowledge_Base_Acceleration_Across_Wikipedia_Editions |journal=Purdue University}}
HTML
Göbölös-Szabó, Julianna; Prytkova, Natalia; Spaniol, Marc; Weikum, Gerhard. (2012). "<a href="https://wikipediaquality.com/wiki/Cross-Lingual_Data_Quality_for_Knowledge_Base_Acceleration_Across_Wikipedia_Editions">Cross-Lingual Data Quality for Knowledge Base Acceleration Across Wikipedia Editions</a>". Purdue University.
