Daria Stepanova
Impact in
- Artificial Intelligence top 5%
- Advanced Graph Neural Networks
- Topic Modeling
- Semantic Web and Ontologies
- Logic, Reasoning, and Knowledge
- Natural Language Processing Techniques
- Bayesian Modeling and Causal Inference
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- Data Quality and Management
Papers in
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- Logic, Reasoning, and Knowledge 18
- Advanced Graph Neural Networks 18
- Semantic Web and Ontologies 17
- Topic Modeling 16
- Multi-Agent Systems and Negotiation 9
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- Rough Sets and Fuzzy Logic 5
- Co-authors
- Gerhard Weikum (10 shared papers)Evgeny Kharlamov (10 shared papers)Jacopo Urbani (3 shared papers)Trung-Kien Tran (10 shared papers)Thomas Eiter (15 shared papers)Michael Fink (10 shared papers)Thomas Pellissier-Tanon (2 shared papers)Simon Razniewski (2 shared papers)
- Journals
- Theory and Practice of Logic Programming (3 papers)Artificial Intelligence (2 papers)Lecture notes in computer science (17 papers)IEEE Transactions on Computational Intelligence and AI in Games (1 paper)Advances in Space Research (1 paper)
- Partner nations
- GermanyAustriaUnited Kingdom
In The Last Decade
Daria Stepanova
52 papers receiving 487 citations
Peers
Comparison fields: 5 of 54
- Artificial Intelligence 407
- Management Science and Operations Research 103
- Information Systems 62
- Industrial and Manufacturing Engineering 27
- Computational Theory and Mathematics 43
Countries citing papers authored by Daria Stepanova
This map shows the geographic impact of Daria Stepanova'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 Daria Stepanova with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Daria Stepanova more than expected).
Fields of papers citing papers by Daria Stepanova
This network shows the impact of papers produced by Daria Stepanova. 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 Daria Stepanova. The network helps show where Daria Stepanova may publish in the future.
Co-authors
The 25 scholars most cited alongside Daria Stepanova, 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 61 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | 2018 | 75 | |
| 2 | 2019 | 45 | |
| 3 | 2017 | 34 | |
| 4 | 2023 | 30 | |
| 5 | 2017 | 28 | |
| 6 | 2015 | 18 | |
| 7 | 2016 | 18 | |
| 8 | 2021 | 18 | |
| 9 | 2019 | 17 | |
| 10 | 2017 | 17 | |
| 11 | 2018 | 16 | |
| 12 | 2018 | 16 | |
| 13 | 2020 | 15 | |
| 14 | Differentiable learning of numerical rules in knowledge graphs | 2020 | 13 |
| 15 | 2020 | 12 | |
| 16 | 2009 | 10 | |
| 17 | Learning Rules from Incomplete KGs using Embeddings | 2018 | 9 |
| 18 | Towards the Bosch Materials Science Knowledge Base. | 2019 | 8 |
| 19 | 2014 | 8 | |
| 20 | 2018 | 8 |
About Daria Stepanova
Daria Stepanova is a scholar working on Artificial Intelligence, Computational Theory and Mathematics, Management Science and Operations Research, Computer Networks and Communications and Information Systems, having authored 61 papers that have together received 507 indexed citations. Recurring topics across this work include Logic, Reasoning, and Knowledge (18 papers), Advanced Graph Neural Networks (18 papers), Semantic Web and Ontologies (17 papers), Topic Modeling (16 papers), Multi-Agent Systems and Negotiation (9 papers), Data Quality and Management (7 papers), Constraint Satisfaction and Optimization (6 papers) and Rough Sets and Fuzzy Logic (5 papers). The work is most often cited by research in Artificial Intelligence (407 citations), Management Science and Operations Research (103 citations), Information Systems (62 citations), Industrial and Manufacturing Engineering (27 citations) and Computational Theory and Mathematics (43 citations). Daria Stepanova has collaborated with scholars based in Germany, Austria and United Kingdom. Frequent co-authors include Gerhard Weikum, Evgeny Kharlamov, Jacopo Urbani, Trung-Kien Tran, Thomas Eiter, Michael Fink, Thomas Pellissier-Tanon, Simon Razniewski, Paramita Mirza and Peer Kröger. Their work appears in journals such as Theory and Practice of Logic Programming, Artificial Intelligence, Lecture notes in computer science, IEEE Transactions on Computational Intelligence and AI in Games and Advances in Space Research.
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.