Sequential Item Recommendation in the MOBA Game Dota 2 Dallmann, Alexander; Kohlmann, Johannes; Zoller, Daniel; Hotho, Andreas in CoRR (2022). abs/2201.08724
Personalization through User Attributes for Transformer-based Sequential Recommendation Fischer, Elisabeth; Dallmann, Alexander; Hotho, Andreas (2022).
Towards Responsible Medical Diagnostics Recommendation Systems Schlör, Daniel; Hotho, Andreas (2022).
Sequential Item Recommendation in the MOBA Game Dota 2 Dallmann, Alexander; Kohlmann, Johannes; Zoller, Daniel; Hotho, Andreas in 2021 International Conference on Data Mining Workshops (ICDMW) (2021). 10–17.
CoBERT: Scientific Collaboration Prediction via Sequential Recommendation Koopmann, Tobias; Kobs, Konstantin; Herud, Konstantin; Hotho, Andreas in 2021 International Conference on Data Mining Workshops (ICDMW) (2021). 45–54.
A Case Study on Sampling Strategies for Evaluating Neural Sequential Item Recommendation Models Dallmann, Alexander; Zoller, Daniel; Hotho, Andreas in Fifteenth ACM Conference on Recommender Systems (2021).
Comparison of Transformer-Based Sequential Product Recommendation Models for the Coveo Data Challenge Fischer, Elisabeth; Zoller, Daniel; Hotho, Andreas in SIGIR Workshop On eCommerce (2021).
Integrating Keywords into BERT4Rec for Sequential Recommendation Fischer, Elisabeth; Zoller, Daniel; Dallmann, Alexander; Hotho, Andreas in KI 2020: Advances in Artificial Intelligence (2020).
Leveraging User-Interactions for Time-Aware Tag Recommendations Zoller, Daniel; Doerfel, Stephan; Pölitz, Christian; Hotho, Andreas in Proceedings of the Workshop on Temporal Reasoning in Recommender Systems, CEUR Workshop Proceedings (2017).
Improving Session Recommendation with Recurrent Neural Networks by Exploiting Dwell Time. Dallmann, Alexander; Grimm, Alexander; Pölitz, Christian; Zoller, Daniel; Hotho, Andreas in CoRR (2017). abs/1706.10231
The sixth ACM RecSys workshop on recommender systems and the social web Jannach, Dietmar; Freyne, Jill; Geyer, Werner; Guy, Ido; Hotho, Andreas; Mobasher, Bamshad in Eighth ACM Conference on Recommender Systems, RecSys ’14, Foster City, Silicon Valley, CA, USA - October 06 - 10, 2014 (2014). 395.
Deeper Into the Folksonomy Graph: FolkRank Adaptations and Extensions for Improved Tag Recommendations Landia, Nikolas; Doerfel, Stephan; Jäschke, Robert; Anand, Sarabjot Singh; Hotho, Andreas; Griffiths, Nathan in cs.IR (2013). 1310.1498
The challenge of recommender systems challenges. Said, Alan; Tikk, Domonkos; Hotho, Andreas in RecSys, P. Cunningham, N. J. Hurley, I. Guy, S. S. Anand (eds.) (2012). 9–10.
Leveraging publication metadata and social data into FolkRank for scientific publication recommendation Doerfel, Stephan; Jäschke, Robert; Hotho, Andreas; Stumme, Gerd in Proceedings of the 4th ACM RecSys workshop on Recommender systems and the social web, RSWeb ’12 (2012). 9–16.
Recommender Systems for Social Tagging Systems Balby Marinho, L.; Hotho, A.; Jäschke, R.; Nanopoulos, A.; Rendle, S.; Schmidt-Thieme, L.; Stumme, G.; Symeonidis, P. in SpringerBriefs in Electrical and Computer Engineering (2012). Springer.
A Comparison of Content-Based Tag Recommendations in Folksonomy Systems Illig, Jens; Hotho, Andreas; Jäschke, Robert; Stumme, Gerd in Knowledge Processing and Data Analysis, Lecture Notes in Computer Science, K. E. Wolff, D. E. Palchunov, N. G. Zagoruiko, U. Andelfinger (eds.) (2011). (Vol. 6581) 136–149.
Testing and Evaluating Tag Recommenders in a Live System Jäschke, Robert; Eisterlehner, Folke; Hotho, Andreas; Stumme, Gerd in RecSys ’09: Proceedings of the third ACM Conference on Recommender Systems, D. Benz, F. Janssen (eds.) (2009). 369–372.
Tag Recommendations in Folksonomies Jäschke, Robert; Marinho, Leandro; Hotho, Andreas; Schmidt-Thieme, Lars; Stumme, Gerd in Workshop Proceedings of Lernen - Wissensentdeckung - Adaptivität (LWA 2007), A. Hinneburg (ed.) (2007). 13–20.
Personalized Information Access in a Bibliographic Peer-to-Peer System Haase, Peter; Ehrig, Marc; Hotho, Andreas; Schnizler, Björn in Peer-to-Peer and SemanticWeb, Decentralized Management and Exchange of Knowledge and Information, S. Staab, H. Stuckenschmidt (eds.) (2006). 143–158.
Collaborative and Usage-Driven Evolution of Personal Ontologies. Haase, Peter; Hotho, Andreas; Schmidt-Thieme, Lars; Sure, York in ESWC, Lecture Notes in Computer Science, A. G\’omez-P\’erez, J. Euzenat (eds.) (2005). (Vol. 3532) 486–499.