Ilya Markov
Impact in
- Information Systems top 2%
- Information Retrieval and Search Behavior
- Recommender Systems and Techniques
- Web Data Mining and Analysis
- Expert finding and Q&A systems
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- Mobile Crowdsensing and Crowdsourcing
Papers in
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- Information Retrieval and Search Behavior 11
- Web Data Mining and Analysis 8
- Recommender Systems and Techniques 7
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- Topic Modeling 5
- Machine Learning and Algorithms 4
- Co-authors
- Maarten de Rijke (19 shared papers)Aleksandr Chuklin (5 shared papers)Alexey Borisov (5 shared papers)Pavel Serdyukov (3 shared papers)Rolf Jagerman (1 shared paper)Fábio Crestani (5 shared papers)Avi Arampatzis (1 shared paper)Hongzhi Yin (1 shared paper)
- Journals
- ACM Transactions on Information Systems (3 papers)ACM SIGIR Forum (2 papers)Journal of Machine Learning Research (1 paper)Communications in computer and information science (1 paper)UvA-DARE (University of Amsterdam) (12 papers)
- Partner nations
- NetherlandsSwitzerlandRussia
In The Last Decade
Ilya Markov
30 papers receiving 512 citations
Peers
Comparison fields: 5 of 54
- Information Systems 366
- Computer Science Applications 53
- Management Science and Operations Research 113
- Artificial Intelligence 256
- Computer Vision and Pattern Recognition 118
Countries citing papers authored by Ilya Markov
This map shows the geographic impact of Ilya Markov'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 Ilya Markov with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Ilya Markov more than expected).
Fields of papers citing papers by Ilya Markov
This network shows the impact of papers produced by Ilya Markov. 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 Ilya Markov. The network helps show where Ilya Markov may publish in the future.
Co-authors
The 25 scholars most cited alongside Ilya Markov, 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 31 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | 2015 | 111 | |
| 2 | 2016 | 93 | |
| 3 | 2015 | 84 | |
| 4 | 2018 | 39 | |
| 5 | 2019 | 28 | |
| 6 | 2020 | 24 | |
| 7 | 2015 | 23 | |
| 8 | 2016 | 23 | |
| 9 | 2016 | 18 | |
| 10 | 2018 | 13 | |
| 11 | Overview of the NTCIR-12 IMine-2 Task. | 2016 | 12 |
| 12 | 2012 | 11 | |
| 13 | 2014 | 9 | |
| 14 | 2014 | 6 | |
| 15 | 2016 | 6 | |
| 16 | 2018 | 6 | |
| 17 | 2019 | 5 | |
| 18 | 2021 | 4 | |
| 19 | 2011 | 3 | |
| 20 | 2007 | 2 |
About Ilya Markov
Ilya Markov is a scholar working on Information Systems, Artificial Intelligence, Computer Vision and Pattern Recognition, Management Science and Operations Research and Computer Networks and Communications, having authored 31 papers that have together received 533 indexed citations. Recurring topics across this work include Information Retrieval and Search Behavior (11 papers), Web Data Mining and Analysis (8 papers), Advanced Image and Video Retrieval Techniques (7 papers), Recommender Systems and Techniques (7 papers), Advanced Bandit Algorithms Research (6 papers), Image Retrieval and Classification Techniques (5 papers), Topic Modeling (5 papers) and Machine Learning and Algorithms (4 papers). The work is most often cited by research in Information Systems (366 citations), Computer Science Applications (53 citations), Management Science and Operations Research (113 citations), Artificial Intelligence (256 citations) and Computer Vision and Pattern Recognition (118 citations). Ilya Markov has collaborated with scholars based in Netherlands, Switzerland and Russia. Frequent co-authors include Maarten de Rijke, Aleksandr Chuklin, Alexey Borisov, Pavel Serdyukov, Rolf Jagerman, Fábio Crestani, Avi Arampatzis, Hongzhi Yin, Yifan Chen and Yang Wang. Their work appears in journals such as ACM Transactions on Information Systems, ACM SIGIR Forum, Journal of Machine Learning Research, Communications in computer and information science and UvA-DARE (University of Amsterdam).
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.