| Author | Title | Year | Journal/Proceedings | Reftype | DOI/URL |
|---|---|---|---|---|---|
| Mitzlaff, F., Doerfel, S., Hotho, A., Jäschke, R. & Mueller, J. | Summary of the 15th Discovery Challenge: Recommending Given Names | 2014 | 15th Discovery Challenge of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2013, Prague, Czech Republic - Sctober 27, 2013. Proceedings | inproceedings | URL |
| Abstract: The 15th ECML PKDD Discovery Challenge centered around the recommendation f given names. Participants of the challenge implemented algorithms hat were tested both offline - on data collected by the name search ngine Nameling - and online within Nameling. Here, we describe both asks in detail and discuss the publicly available datasets. We motivate nd explain the chosen evaluation of the challenge, and we summarize he different approaches applied to the name recommendation tasks. inally, we present the rankings and winners of the offline and the nline phase. |
|||||
BibTeX:
@inproceedings{mitzlaff2014summary,
author = {Mitzlaff, Folke and Doerfel, Stephan and Hotho, Andreas and Jäschke, Robert and Mueller, Juergen},
title = {Summary of the 15th Discovery Challenge: Recommending Given Names},
booktitle = {15th Discovery Challenge of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2013, Prague, Czech Republic - Sctober 27, 2013. Proceedings},
publisher = {CEUR-WS},
year = {2014},
volume = {1120},
pages = {7--24},
url = {http://ceur-ws.org/Vol-1120/}
}
|
|||||
| Atzmueller, M., Doerfel, S., Hotho, A., Mitzlaff, F. & Stumme, G. | Face-to-Face Contacts at a Conference: Dynamics of Communities and Roles [BibTeX] |
2012 | Modeling and Mining Ubiquitous Social Media | incollection | |
BibTeX:
@incollection{atzmueller2012facetoface,
author = {Atzmueller, Martin and Doerfel, Stephan and Hotho, Andreas and Mitzlaff, Folke and Stumme, Gerd},
title = {Face-to-Face Contacts at a Conference: Dynamics of Communities and Roles},
booktitle = {{Modeling and Mining Ubiquitous Social Media}},
publisher = {Springer Verlag},
year = {2012},
volume = {7472}
}
|
|||||
| Atzmueller, M., Doerfel, S., Hotho, A., Mitzlaff, F. & Stumme, G. | Face-to-Face Contacts during LWA 2010 - Communities, Roles, and Key Players [BibTeX] |
2011 | Working Notes of the LWA 2011 - Learning, Knowledge, Adaptation | inproceedings | |
BibTeX:
@inproceedings{atzmueller2011facetoface,
author = {Atzmueller, Martin and Doerfel, Stephan and Hotho, Andreas and Mitzlaff, Folke and Stumme, Gerd},
title = {Face-to-Face Contacts during LWA 2010 - Communities, Roles, and Key Players},
booktitle = {Working Notes of the LWA 2011 - Learning, Knowledge, Adaptation},
year = {2011}
}
|
|||||
| Rendle, S. & Schmidt-Thieme, L. | Factor Models for Tag Recommendation in BibSonomy | 2009 | ECML PKDD Discovery Challenge 2009 (DC09) | inproceedings | URL |
| Abstract: This paper describes our approach to the ECML/PKDD Discovery Challenge 2009. Our approach is a pure statistical model taking no content information into account. It tries to find latent interactions between users, items and tags by factorizing the observed tagging data. The factorization model is learned by the Bayesian Personal Ranking method (BPR) which is inspired by a Bayesian analysis of personalized ranking with missing data. To prevent overfitting, we ensemble the models over several iterations and hyperparameters. Finally, we enhance the top-n lists by estimating how many tags to recommend. | |||||
BibTeX:
@inproceedings{marinho:ecml2009,
author = {Rendle, Steffen and Schmidt-Thieme, Lars},
title = {Factor Models for Tag Recommendation in BibSonomy},
booktitle = {ECML PKDD Discovery Challenge 2009 (DC09)},
publisher = {CEUR Workshop Proceedings},
year = {2009},
volume = {497},
pages = {235--242},
url = {http://sunsite.informatik.rwth-aachen.de/Publications/CEUR-WS/Vol-497/}
}
|
|||||
| Hotho, A., Jäschke, R., Schmitz, C. & Stumme, G. | BibSonomy: A Social Bookmark and Publication Sharing System | 2006 | Proceedings of the First Conceptual Structures Tool Interoperability Workshop at the 14th International Conference on Conceptual Structures | inproceedings | URL |
| Abstract: Social bookmark tools are rapidly emerging on the Web. In such systems users are setting up lightweight conceptual structures called folksonomies. The reason for their immediate success is the fact that no specific skills are needed for participating. In this paper we specify a formal model for folksonomies and briefly describe our own system BibSonomy, which allows for sharing both bookmarks and publication references in a kind of personal library. | |||||
BibTeX:
@inproceedings{hotho2006bibsonomy,
author = {Hotho, Andreas and Jäschke, Robert and Schmitz, Christoph and Stumme, Gerd},
title = {{BibSonomy}: A Social Bookmark and Publication Sharing System},
booktitle = {Proceedings of the First Conceptual Structures Tool Interoperability Workshop at the 14th International Conference on Conceptual Structures},
publisher = {Aalborg Universitetsforlag},
year = {2006},
pages = {87-102},
url = {http://www.kde.cs.uni-kassel.de/stumme/papers/2006/hotho2006bibsonomy.pdf}
}
|
|||||
Created by JabRef export filters on 25/04/2024 by the social publication management platform PUMA