Title
Towards Automatic Topical Classification of LOD Datasets
Abstract
The datasets that are part of the Linking Open Data cloud diagramm (LOD cloud) are classied into the following topical categories: media, government, publications, life sciences, geographic, social networking, user-generated content, and cross-domain. The topical categories were manually assigned to the datasets. In this paper, we investigate to which extent the topical classication of new LOD datasets can be automated using machine learning techniques and the existing annotations as supervision. We conducted experiments with dierent classication techniques and dierent feature sets. The best classication
Year
Venue
DocType
2015
LDOW@WWW
Conference
Citations 
PageRank 
References 
3
0.39
13
Authors
4
Name
Order
Citations
PageRank
Robert Meusel123416.62
Blerina Spahiu2256.28
Christian Bizer38448524.93
Heiko Paulheim4109584.19