piwik-script

Deutsch Intern
    Data Science Chair

    Recommender Systems - Publications

    2021[ to top ]
    • 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).
    • 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).
    2020[ to top ]
    • 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).
    2017[ to top ]
    • 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
    2014[ to top ]
    • Proceedings of the 6th Workshop on Recommender Systems and the Social Web (RSWeb 2014) co-located with the 8th {ACM} Conference on Recommender Systems (RecSys 2014), Foster City, CA, USA, October 6, 2014 Jannach, Dietmar; Freyne, Jill; Geyer, Werner; Guy, Ido; Hotho, Andreas; Mobasher, Bamshad in {CEUR} Workshop Proceedings (2014). (Bd. 1271) CEUR-WS.org.
    2013[ to top ]
    • Tag Recommendations for S...
      Tag Recommendations for SensorFolkSonomies. Mueller, Juergen; Doerfel, Stephan; Becker, Martin; Hotho, Andreas; Stumme, Gerd in Recommender Systems and the Social Web Workshop at 7th ACM Conference on Recommender Systems, RecSys 2013, Hong Kong, China -- October 12-16, 2013. Proceedings (2013). (Bd. 1066)
    • Proceedings of the Fifth ACM RecSys Workshop on Recommender Systems and the Social Web co-located with the 7th ACM Conference on Recommender Systems (RecSys 2013), Hong Kong, China, October 13, 2013. Mobasher, Bamshad; Jannach, Dietmar; Geyer, Werner; Freyne, Jill; Hotho, Andreas; Anand, Sarabjot Singh; Guy, Ido in CEUR Workshop Proceedings (2013). (Bd. 1066) CEUR-WS.org.
    • 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
    2012[ to top ]
    • The challenge of recommender systems challenges. Said, Alan; Tikk, Domonkos; Hotho, Andreas in RecSys, P. Cunningham, N. J. Hurley, I. Guy, S. S. Anand (Hrsg.) (2012). 9–10.
    • RSWeb ’12: Proceedings of the 4th ACM RecSys workshop on Recommender systems and the social web Mobasher, Bamshad; Jannach, Dietmar; Geyer, Werner; Hotho, Andreas (2012). ACM, Dublin, Ireland.
    • 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.
    • 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.
    • Challenges in Tag Recommendations for Collaborative Tagging Systems. Jäschke, Robert; Hotho, Andreas; Mitzlaff, Folke; Stumme, Gerd in Recommender Systems for the Social Web, J. J. Pazos Arias, A. Fernández Vilas, R. P. Díaz Redondo (Hrsg.) (2012). (Bd. 32) 65–87.
    • 4th ACM RecSys workshop on recommender systems and the social web. Mobasher, Bamshad; Jannach, Dietmar; Geyer, Werner; Hotho, Andreas in RecSys, P. Cunningham, N. J. Hurley, I. Guy, S. S. Anand (Hrsg.) (2012). 345–346.
    2011[ to top ]
    • Social Tagging Recommender Systems. Marinho, Leandro Balby; Nanopoulos, Alexandros; Schmidt-Thieme, Lars; Jäschke, Robert; Hotho, Andreas; Stumme, Gerd; Symeonidis, Panagiotis in Recommender Systems Handbook, F. Ricci, L. Rokach, B. Shapira, P. B. Kantor (Hrsg.) (2011). 615–644.
    • Recommendation in the Social Web. Burke, Robin; Gemmell, Jonathan; Hotho, Andreas; Jäschke, Robert in AI Magazine (2011). 32(3) 46–56.
    • 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 (Hrsg.) (2011). (Bd. 6581) 136–149.
    • 3rd workshop on recommender systems and the social web. Freyne, Jill; Anand, Sarabjot Singh; Guy, Ido; Hotho, Andreas in Proceedings of the fifth ACM conference on Recommender systems, RecSys ’11 (2011). 383–384.
    2009[ to top ]
    • 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 (Hrsg.) (2009). 369–372.
    2008[ to top ]
    • Tag Recommendations in So...
      Tag Recommendations in Social Bookmarking Systems. Jäschke, Robert; Marinho, Leandro; Hotho, Andreas; Schmidt-Thieme, Lars; Stumme, Gerd in AI Communications, (E. Giunchiglia, Hrsg.) (2008). 21(4) 231–247.
    2007[ to top ]
    • Tag Recommendations in Folksonomies. Jäschke, Robert; Marinho, Leandro Balby; Hotho, Andreas; Schmidt-Thieme, Lars; Stumme, Gerd in Knowledge Discovery in Databases: PKDD 2007, 11th European Conference on Principles and Practice of Knowledge Discovery in Databases, Warsaw, Poland, September 17-21, 2007, Proceedings, Lecture Notes in Computer Science, J. N. Kok, J. Koronacki, R. L. de Mántaras, S. Matwin, D. Mladenic, A. Skowron (Hrsg.) (2007). (Bd. 4702) 506–514.
    • 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 (Hrsg.) (2007). 13–20.
    2006[ to top ]
    • 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 (Hrsg.) (2006). 143–158.
    2005[ to top ]
    • 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{\’o}mez-P{\’e}rez, J. Euzenat (Hrsg.) (2005). (Bd. 3532) 486–499.
    2004[ to top ]
    • Personalized Information Access in a Bibliographic Peer-to-Peer System. Haase, Peter; Ehrig, Marc; Hotho, Andreas; Schnizler, Bj{\"{o}}rn in Proceedings of the AAAI Workshop on Semantic Web Personalization, 2004 (2004). 1–12.