Steffen Rendle
Impact in
- Computational Mathematics top 0.2%
- Information Systems top 0.02%
- Recommender Systems and Techniques
Papers in
-
- Recommender Systems and Techniques 37
-
- Advanced Graph Neural Networks 7
- Stochastic Gradient Optimization Techniques 5
- Co-authors
- Lars Schmidt-Thieme (22 shared papers)Christoph Freudenthaler (7 shared papers)Zeno Gantner (6 shared papers)Walid Krichene (6 shared papers)Leandro Balby Marinho (7 shared papers)Αλέξανδρος Νανόπουλος (7 shared papers)Yehuda Koren (2 shared papers)Robert Bell (1 shared paper)
- Journals
- Communications of the ACM (1 paper)ACM Transactions on Intelligent Systems and Technology (1 paper)Proceedings of the VLDB Endowment (1 paper)Lecture notes in computer science (3 papers)Studies in computational intelligence (4 papers)
- Partner nations
- GermanyUnited StatesBrazil
In The Last Decade
Steffen Rendle
45 papers receiving 7.9k citations
Steffen Rendle's Hit Papers
Peers
Comparison fields: 5 of 122
- Computational Mathematics 364
- Information Systems 6.7k
- Artificial Intelligence 4.6k
- Management Science and Operations Research 1.5k
- Transportation 725
Countries citing papers authored by Steffen Rendle
This map shows the geographic impact of Steffen Rendle's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Steffen Rendle with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Steffen Rendle more than expected).
Fields of papers citing papers by Steffen Rendle
This network shows the impact of papers produced by Steffen Rendle. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Steffen Rendle. The network helps show where Steffen Rendle may publish in the future.
Co-authors
The 25 scholars most cited alongside Steffen Rendle, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 47 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Factorization Machines Hit paper breakdown → | 2010 | 2029 |
| 2 | Factorizing personalized Markov chains for next-basket recommendation Hit paper breakdown → | 2010 | 1837 |
| 3 | Factorization Machines with libFM Hit paper breakdown → | 2012 | 1005 |
| 4 | Pairwise interaction tensor factorization for personalized tag recommendation Hit paper breakdown → | 2010 | 511 |
| 5 | Fast context-aware recommendations with factorization machines Hit paper breakdown → | 2011 | 428 |
| 6 | On Sampled Metrics for Item Recommendation Hit paper breakdown → | 2020 | 311 |
| 7 | 2011 | 302 | |
| 8 | 2009 | 288 | |
| 9 | Improving pairwise learning for item recommendation from implicit feedback Hit paper breakdown → | 2014 | 276 |
| 10 | 2010 | 215 | |
| 11 | Advances in Collaborative Filtering Hit paper breakdown → | 2021 | 177 |
| 12 | 2008 | 173 | |
| 13 | 2017 | 160 | |
| 14 | 2013 | 74 | |
| 15 | 2010 | 60 | |
| 16 | 2012 | 45 | |
| 17 | 2022 | 45 | |
| 18 | 2012 | 34 | |
| 19 | Factor models for tag recommendation in bibsonomy | 2009 | 30 |
| 20 | Social Network and Click-through Prediction with Factorization Machines | 2012 | 29 |
About Steffen Rendle
Steffen Rendle is a scholar working on Information Systems, Artificial Intelligence, Management Science and Operations Research, Computer Vision and Pattern Recognition and Computational Mathematics, having authored 47 papers that have together received 8.2k indexed citations. Recurring topics across this work include Recommender Systems and Techniques (37 papers), Advanced Bandit Algorithms Research (18 papers), Tensor decomposition and applications (8 papers), Image Retrieval and Classification Techniques (8 papers), Advanced Graph Neural Networks (7 papers), Data Management and Algorithms (5 papers), Stochastic Gradient Optimization Techniques (5 papers) and Consumer Market Behavior and Pricing (4 papers). The work is most often cited by research in Computational Mathematics (364 citations), Information Systems (6.7k citations), Artificial Intelligence (4.6k citations), Management Science and Operations Research (1.5k citations) and Transportation (725 citations). Steffen Rendle has collaborated with scholars based in Germany, United States and Brazil. Frequent co-authors include Lars Schmidt-Thieme, Christoph Freudenthaler, Zeno Gantner, Walid Krichene, Leandro Balby Marinho, Αλέξανδρος Νανόπουλος, Yehuda Koren, Robert Bell, Lucas Drumond and Xiangnan He. Their work appears in journals such as Communications of the ACM, ACM Transactions on Intelligent Systems and Technology, Proceedings of the VLDB Endowment, Lecture notes in computer science and Studies in computational intelligence.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.