Daria Stepanova
Impact in
- Artificial Intelligence top 10%
- Topic Modeling
- Advanced Graph Neural Networks
- Semantic Web and Ontologies
- Logic, Reasoning, and Knowledge
- Multi-Agent Systems and Negotiation
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- Data Quality and Management
Papers in
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- Logic, Reasoning, and Knowledge 12
- Advanced Graph Neural Networks 9
- Topic Modeling 9
- Semantic Web and Ontologies 8
- Multi-Agent Systems and Negotiation 7
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- Constraint Satisfaction and Optimization 4
- Co-authors
- Gerhard Weikum (4 shared papers)Jacopo Urbani (2 shared papers)Evgeny Kharlamov (5 shared papers)Michael Fink (6 shared papers)Thomas Eiter (10 shared papers)Christoph Redl (2 shared papers)Martin Ringsquandl (2 shared papers)Ian Horrocks (2 shared papers)
In The Last Decade
Daria Stepanova
31 papers receiving 180 citations
Peers
Comparison fields: 5 of 44
- Artificial Intelligence 132
- Management Science and Operations Research 34
- Industrial and Manufacturing Engineering 14
- Management Information Systems 11
- Information Systems 25
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 36 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | 2019 | 30 | |
| 2 | 2023 | 22 | |
| 3 | 2017 | 20 | |
| 4 | 2015 | 15 | |
| 5 | Differentiable learning of numerical rules in knowledge graphs | 2020 | 11 |
| 6 | 2019 | 11 | |
| 7 | 2009 | 9 | |
| 8 | Learning Rules from Incomplete KGs using Embeddings | 2018 | 9 |
| 9 | 2020 | 6 | |
| 10 | 2014 | 6 | |
| 11 | 2022 | 5 | |
| 12 | Towards the Bosch Materials Science Knowledge Base. | 2019 | 4 |
| 13 | 2019 | 4 | |
| 14 | Data repair of inconsistent DL-programs | 2013 | 3 |
| 15 | Filling Gaps in Industrial Knowledge Graphs via Event-Enhanced Embedding. | 2018 | 3 |
| 16 | 2019 | 3 | |
| 17 | 2021 | 3 | |
| 18 | Towards Leveraging Commonsense Knowledge for Autonomous Driving | 2021 | 3 |
| 19 | 2023 | 2 | |
| 20 | Towards Practical Deletion Repair of Inconsistent DL-programs. | 2014 | 2 |
About Daria Stepanova
Daria Stepanova is a scholar working on Artificial Intelligence, Computer Networks and Communications, Information Systems, Computational Theory and Mathematics and Management Science and Operations Research, having authored 36 papers that have together received 187 indexed citations. Recurring topics across this work include Logic, Reasoning, and Knowledge (12 papers), Advanced Graph Neural Networks (9 papers), Topic Modeling (9 papers), Semantic Web and Ontologies (8 papers), Multi-Agent Systems and Negotiation (7 papers), Constraint Satisfaction and Optimization (4 papers), Data Quality and Management (4 papers) and Rough Sets and Fuzzy Logic (3 papers). The work is most often cited by research in Artificial Intelligence (132 citations), Management Science and Operations Research (34 citations), Industrial and Manufacturing Engineering (14 citations), Management Information Systems (11 citations) and Information Systems (25 citations). Daria Stepanova has collaborated with scholars based in Germany, Austria and Russia. Frequent co-authors include Gerhard Weikum, Jacopo Urbani, Evgeny Kharlamov, Michael Fink, Thomas Eiter, Christoph Redl, Martin Ringsquandl, Ian Horrocks, Steffen Lamparter and J. Zico Kolter. Their work appears in journals such as Artificial Intelligence, Theory and Practice of Logic Programming, Advances in Space Research, Journal of Artificial Intelligence Research and IEEE Transactions on Computational Intelligence and AI in Games.
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.