Conference proceedings article
Testing and Evaluating Tag Recommenders in a Live System



Publication Details
Authors:
Jäschke, R.; Eisterlehner, F.; Hotho, A.; Stumme, G.
Editor:
ACM
Publisher:
ACM
Place:
New York, NY, USA
Publication year:
2009
Pages range:
369-372
Book title:
RecSys '09: Proceedings of the third ACM Conference on Recommender Systems

Abstract
The challenge to provide tag recommendations for collaborative tagging systems has attracted quite some attention of researchers lately. However, most research focused on the evaluation and development of appropriate methods rather than tackling the practical challenges of how to integrate recommendation methods into real tagging systems, record and evaluate their performance.In this paper we describe the tag recommendation framework we developed for our social bookmark and publication sharing system BibSonomy. With the intention to develop, test, and evaluate recommendation algorithms and supporting cooperation with researchers, we designed the framework to be easily extensible, open for a variety of methods, and usable independent from BibSonomy. Furthermore, this paper presents a �rst evaluation of two exemplarily deployed recommendation methods.


Keywords
bibsonomy, conference, framework, recommender, recsys

Last updated on 2019-25-07 at 10:44