This year's discovery challenge presents two tasks in the new area
of social bookmarking. One task covers spam detection and
the other covers tag recommendations. As we are hosting the social bookmark and
publication sharing system BibSonomy, we are able to provide a dataset
of BibSonomy for the challenge. A training dataset for both tasks is provided at the beginning of the competition.
The test dataset will be released 48 hours before the final deadline. Due to a very tight schedule we cannot grant any deadline
extension.
The presentation of the results will take place at the ECML/PKDD workshop where the top teams are
invited to present their approaches and results.
After releasing the first private Beta of Docear4Word a few weeks ago, we are confident to release the first public Beta in about a week. Currently we are working on the final mapping of BibTeX fields and types with the corresponding entries of the Citation Style Language (CSL). Unfortunately, it is not always obvious how to match BibTeX and CSL. Our current mapping looks like the following. If you think something is missing, or incorrect, please let us know.