Balasubramanyan, Ramnath, Dalvi, Bhavana Bharat, Cohen, William W. ; Blockeel, Hendrik, Kersting, Kristian, Nijssen, Siegfried, Zelezný, Filip: From Topic Models to Semi-supervised Learning: Biasing Mixed-Membership Models to Exploit Topic-Indicative Features in Entity Clustering.. 8189. In: ECML/PKDD (2) : Springer, 2013 (Lecture Notes in Computer Science). - ISBN 978-3-642-40990-5, S. 628-642

Backstrom, Lars, Leskovec, Jure: Supervised random walks: predicting and recommending links in social networks. In: Proceedings of the fourth ACM international conference on Web search and data mining. New York, NY, USA : ACM, 2011 (WSDM '11). - ISBN 978-1-4503-0493-1, S. 635--644

Backstrom, L., Leskovec, J., Rezension zu: Supervised Random Walks: Predicting and Recommending Links in Social Networks (2010).

Ramage, Daniel, Hall, David, Nallapati, Ramesh, Manning, Christopher D.: Labeled LDA: A Supervised Topic Model for Credit Attribution in Multi-labeled Corpora. In: Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1. Stroudsburg, PA, USA : Association for Computational Linguistics, 2009 (EMNLP '09). - ISBN 978-1-932432-59-6, S. 248--256

Schmidt-Thieme, Lars: Compound Classification Models for Recommender Systems.. In: Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 27-30 November 2005. Houston, Texas, USA : IEEE Computer Society, 2005. - ISBN 0-7695-2278-5, S. 378-385

Zhu, Xiaojin ; Computer Sciences, University of Wisconsin-Madison (Hrsg.): Semi-Supervised Learning Literature Survey. 1530, 2005

Basu, Sugato, Banerjee, Arindam, Mooney, Raymond J., Active Semi-Supervision for Pairwise Constrained Clustering (2004), S. 333--344.