piwik-script

Intern
    Data Science Chair

    Publications

    • 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 U...
      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 Collab...
      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 ...
      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...
      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...
      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-Interacti...
      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 Recomme...
      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 me...
      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 S...
      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 Ta...
      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.