piwik-script

Intern
    Data Science Chair

    Recommender Systems - Publications

    2021[ to top ]
    • Comparison of Transformer...
      Fischer, E., Zoller, D., & Hotho, A. Comparison of Transformer-Based Sequential Product Recommendation Models for the Coveo Data Challenge. SIGIR Workshop On ECommerce.
    • A Case Study on Sampling ...
      Dallmann, A., Zoller, D., & Hotho, A. A Case Study on Sampling Strategies for Evaluating Neural Sequential Item Recommendation Models. Fifteenth {ACM} Conference on Recommender Systems. https://doi.org/10.1145/3460231.3475943
    2020[ to top ]
    • Integrating Keywords into...
      Fischer, E., Zoller, D., Dallmann, A., & Hotho, A. Integrating Keywords into BERT4Rec for Sequential Recommendation. KI 2020: Advances in Artificial Intelligence.
    2017[ to top ]
    • Leveraging User-Interacti...
      Zoller, D., Doerfel, S., Pölitz, C., & Hotho, A. Leveraging User-Interactions for Time-Aware Tag Recommendations. Proceedings of the Workshop on Temporal Reasoning in Recommender Systems.
    • Improving Session Recomme...
      Dallmann, A., Grimm, A., Pölitz, C., Zoller, D., & Hotho, A. Improving Session Recommendation with Recurrent Neural Networks by Exploiting Dwell Time. CoRR, abs/1706.10231. http://dblp.uni-trier.de/db/journals/corr/corr1706.html#DallmannGPZH17
    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. In D. Jannach, J. Freyne, W. Geyer, I. Guy, A. Hotho, & B. Mobasher (Hrsg.), {CEUR} Workshop Proceedings (Bde. 1271). CEUR-WS.org. http://ceur-ws.org/Vol-1271
    2013[ to top ]
    • Tag Recommendations for S...
      Mueller, J., Doerfel, S., Becker, M., Hotho, A., & Stumme, G. Tag Recommendations for SensorFolkSonomies. Recommender Systems and the Social Web Workshop at 7th ACM Conference on Recommender Systems, RecSys 2013, Hong Kong, China -- October 12-16, 2013. Proceedings, 1066. http://ceur-ws.org/Vol-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. In B. Mobasher, D. Jannach, W. Geyer, J. Freyne, A. Hotho, S. S. Anand, & I. Guy (Hrsg.), RSWeb@RecSys (Bde. 1066). CEUR-WS.org. http://ceur-ws.org/Vol-1066
    • Landia, N., Doerfel, S., Jäschke, R., Anand, S. S., Hotho, A., & Griffiths, N. Deeper Into the Folksonomy Graph: FolkRank Adaptations and Extensions for Improved Tag Recommendations. Cs.IR, 1310.1498. http://arxiv.org/abs/1310.1498
    2012[ to top ]
    • Said, A., Tikk, D., & Hotho, A. The challenge of recommender systems challenges. In P. Cunningham, N. J. Hurley, I. Guy, & S. S. Anand (Hrsg.), RecSys (S. 9-10). ACM. http://dblp.uni-trier.de/db/conf/recsys/recsys2012.html#SaidTH12
    • Mobasher, B., Jannach, D., Geyer, W., & Hotho, A. RSWeb ’12: Proceedings of the 4th ACM RecSys workshop on Recommender systems and the social web. ACM.
    • Recommender Systems for S...
      Balby Marinho, L., Hotho, A., Jäschke, R., Nanopoulos, A., Rendle, S., Schmidt-Thieme, L., Stumme, G., & Symeonidis, P. Recommender Systems for Social Tagging Systems. In SpringerBriefs in Electrical and Computer Engineering. Springer. http://www.springer.com/computer/database+management+%26+information+retrieval/book/978-1-4614-1893-1
    • Leveraging publication me...
      Doerfel, S., Jäschke, R., Hotho, A., & Stumme, G. Leveraging publication metadata and social data into FolkRank for scientific publication recommendation. Proceedings of the 4th ACM RecSys Workshop on Recommender Systems and the Social Web, 9-16. https://doi.org/10.1145/2365934.2365937
    • Jäschke, R., Hotho, A., Mitzlaff, F., & Stumme, G. Challenges in Tag Recommendations for Collaborative Tagging Systems. In J. J. Pazos Arias, A. Fernández Vilas, & R. P. Díaz Redondo (Hrsg.), Recommender Systems for the Social Web (Bde. 32, S. 65-87). Springer. https://doi.org/10.1007/978-3-642-25694-3_3
    • Mobasher, B., Jannach, D., Geyer, W., & Hotho, A. 4th ACM RecSys workshop on recommender systems and the social web. In P. Cunningham, N. J. Hurley, I. Guy, & S. S. Anand (Hrsg.), RecSys (S. 345-346). ACM. http://dblp.uni-trier.de/db/conf/recsys/recsys2012.html#MobasherJGH12
    2011[ to top ]
    • Marinho, L. B., Nanopoulos, A., Schmidt-Thieme, L., Jäschke, R., Hotho, A., Stumme, G., & Symeonidis, P. Social Tagging Recommender Systems. In F. Ricci, L. Rokach, B. Shapira, & P. B. Kantor (Hrsg.), Recommender Systems Handbook (S. 615-644). Springer. http://dblp.uni-trier.de/db/reference/rsh/rsh2011.html#MarinhoNSJHSS11
    • Burke, R., Gemmell, J., Hotho, A., & Jäschke, R. Recommendation in the Social Web. AI Magazine, 32(3), 46-56. http://www.aaai.org/ojs/index.php/aimagazine/article/view/2373
    • Illig, J., Hotho, A., Jäschke, R., & Stumme, G. A Comparison of Content-Based Tag Recommendations in Folksonomy Systems. In K. E. Wolff, D. E. Palchunov, N. G. Zagoruiko, & U. Andelfinger (Hrsg.), Knowledge Processing and Data Analysis (Bde. 6581, S. 136-149). Springer. https://doi.org/10.1007/978-3-642-22140-8_9
    • Freyne, J., Anand, S. S., Guy, I., & Hotho, A. 3rd workshop on recommender systems and the social web. Proceedings of the Fifth ACM Conference on Recommender Systems, 383-384. https://doi.org/10.1145/2043932.2044014
    2009[ to top ]
    • Testing and Evaluating Ta...
      Jäschke, R., Eisterlehner, F., Hotho, A., & Stumme, G. Testing and Evaluating Tag Recommenders in a Live System. In D. Benz & F. Janssen (Hrsg.), RecSys ’09: Proceedings of the third ACM Conference on Recommender Systems (S. 369-372).
    2008[ to top ]
    • Tag Recommendations in So...
      Jäschke, R., Marinho, L., Hotho, A., Schmidt-Thieme, L., & Stumme, G. Tag Recommendations in Social Bookmarking Systems. AI Communications, 21(4), 231-247. https://doi.org/10.3233/AIC-2008-0438
    2007[ to top ]
    • Jäschke, R., Marinho, L. B., Hotho, A., Schmidt-Thieme, L., & Stumme, G. Tag Recommendations in Folksonomies. In J. N. Kok, J. Koronacki, R. L. de Mántaras, S. Matwin, D. Mladenic, & A. Skowron (Hrsg.), 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 (Bde. 4702, S. 506-514). Springer. http://www.kde.cs.uni-kassel.de/hotho/pub/2007/Tag_Recommender_in_Folksonomies_final.pdf
    • Jäschke, R., Marinho, L., Hotho, A., Schmidt-Thieme, L., & Stumme, G. Tag Recommendations in Folksonomies. In A. Hinneburg (Hrsg.), Workshop Proceedings of Lernen - Wissensentdeckung - Adaptivität (LWA 2007) (S. 13-20). Martin-Luther-Universität Halle-Wittenberg. http://www.kde.cs.uni-kassel.de/hotho/pub/2007/kdml_recommender_final.pdf
    2006[ to top ]
    • Haase, P., Ehrig, M., Hotho, A., & Schnizler, B. Personalized Information Access in a Bibliographic Peer-to-Peer System. In S. Staab & H. Stuckenschmidt (Hrsg.), Peer-to-Peer and SemanticWeb, Decentralized Management and Exchange of Knowledge and Information (S. 143-158). Springer.
    2005[ to top ]
    • Haase, P., Hotho, A., Schmidt-Thieme, L., & Sure, Y. Collaborative and Usage-Driven Evolution of Personal Ontologies. In A. G{\’o}mez-P{\’e}rez & J. Euzenat (Hrsg.), ESWC (Bde. 3532, S. 486-499). Springer.
    2004[ to top ]
    • Haase, P., Ehrig, M., Hotho, A., & Schnizler, B. Personalized Information Access in a Bibliographic Peer-to-Peer System. Proceedings of the AAAI Workshop on Semantic Web Personalization, 2004, 1-12. http://www.kde.cs.uni-kassel.de/hotho/pub/2004/haase04person.pdf