Recommender Systems - Publications
2021 [ to top ]
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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).
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A Case Study on Sampling Strategies for Evaluating Neural Sequential Item Recommendation Models. Dallmann, Alexander; Zoller, Daniel; Hotho, Andreas (2021).
2020 [ to top ]
2017 [ to top ]
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Leveraging User-Interactions for Time-Aware Tag Recommendations. Zoller, Daniel; Doerfel, Stephan; Pölitz, Christian; Hotho, Andreas in CEUR Workshop Proceedings (2017).
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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 ]
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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 ]
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Tag Recommendations for SensorFolkSonomies. Mueller, Juergen; Doerfel, Stephan; Becker, Martin; Hotho, Andreas; Stumme, Gerd (2013). (Bd. 1066)
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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.
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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 ]
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The challenge of recommender systems challenges. Said, Alan; Tikk, Domonkos; Hotho, Andreas P. Cunningham, N. J. Hurley, I. Guy, S. S. Anand (Hrsg.) (2012). 9–10.
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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.
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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.
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Leveraging publication metadata and social data into FolkRank for scientific publication recommendation. Doerfel, Stephan; Jäschke, Robert; Hotho, Andreas; Stumme, Gerd in RSWeb ’12 (2012). 9–16.
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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.
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4th ACM RecSys workshop on recommender systems and the social web. Mobasher, Bamshad; Jannach, Dietmar; Geyer, Werner; Hotho, Andreas P. Cunningham, N. J. Hurley, I. Guy, S. S. Anand (Hrsg.) (2012). 345–346.
2011 [ to top ]
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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.
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Recommendation in the Social Web. Burke, Robin; Gemmell, Jonathan; Hotho, Andreas; Jäschke, Robert in AI Magazine (2011). 32(3) 46–56.
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A Comparison of Content-Based Tag Recommendations in Folksonomy Systems. Illig, Jens; Hotho, Andreas; Jäschke, Robert; Stumme, Gerd in Lecture Notes in Computer Science, K. E. Wolff, D. E. Palchunov, N. G. Zagoruiko, U. Andelfinger (Hrsg.) (2011). (Bd. 6581) 136–149.
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3rd workshop on recommender systems and the social web. Freyne, Jill; Anand, Sarabjot Singh; Guy, Ido; Hotho, Andreas in RecSys ’11 (2011). 383–384.
2009 [ to top ]
2008 [ to top ]
2007 [ to top ]
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Tag Recommendations in Folksonomies. Jäschke, Robert; Marinho, Leandro Balby; Hotho, Andreas; Schmidt-Thieme, Lars; Stumme, Gerd in 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.
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Tag Recommendations in Folksonomies. Jäschke, Robert; Marinho, Leandro; Hotho, Andreas; Schmidt-Thieme, Lars; Stumme, Gerd A. Hinneburg (Hrsg.) (2007). 13–20.
2006 [ to top ]
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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.[ BibTeX ]
2005 [ to top ]
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Collaborative and Usage-Driven Evolution of Personal Ontologies. Haase, Peter; Hotho, Andreas; Schmidt-Thieme, Lars; Sure, York in Lecture Notes in Computer Science, A. Gómez-Pérez, J. Euzenat (Hrsg.) (2005). (Bd. 3532) 486–499.[ BibTeX ]
2004 [ to top ]