Guy Shani
Impact in
- Information Systems top 0.5%
- Recommender Systems and Techniques
- Artificial Intelligence top 1%
- Reinforcement Learning in Robotics
- Advanced Graph Neural Networks
- Topic Modeling
Papers in
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- Logic, Reasoning, and Knowledge 17
- AI-based Problem Solving and Planning 16
- Multi-Agent Systems and Negotiation 12
- Machine Learning and Algorithms 12
- Reinforcement Learning in Robotics 12
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- Recommender Systems and Techniques 25
- Co-authors
- Asela Gunawardana (7 shared papers)Ronen I. Brafman (22 shared papers)Joëlle Pineau (1 shared paper)Bracha Shapira (12 shared papers)Lior Rokach (12 shared papers)Solomon Eyal Shimony (8 shared papers)James D. Westphal (3 shared papers)Leah Tsror (1 shared paper)
- Journals
- Autonomous Agents and Multi-Agent Systems (5 papers)BMC Geriatrics (3 papers)Journal of Machine Learning Research (2 papers)Neurorehabilitation and neural repair (2 papers)IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) (2 papers)
- Partner nations
- IsraelUnited StatesUnited Kingdom
In The Last Decade
Guy Shani
102 papers receiving 3.3k citations
Guy Shani's Hit Papers
Peers
Comparison fields: 5 of 142
- Information Systems 1.7k
- Artificial Intelligence 1.4k
- Management Science and Operations Research 522
- Computer Science Applications 207
- Physical Therapy, Sports Therapy and Rehabilitation 126
Countries citing papers authored by Guy Shani
This map shows the geographic impact of Guy Shani'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 Guy Shani with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Guy Shani more than expected).
Fields of papers citing papers by Guy Shani
This network shows the impact of papers produced by Guy Shani. 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 Guy Shani. The network helps show where Guy Shani may publish in the future.
Co-authors
The 25 scholars most cited alongside Guy Shani, 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 108 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Evaluating Recommendation Systems Hit paper breakdown → | 2010 | 970 |
| 2 | A Survey of Accuracy Evaluation Metrics of Recommendation Tasks Hit paper breakdown → | 2009 | 392 |
| 3 | 2012 | 278 | |
| 4 | 2015 | 199 | |
| 5 | 2018 | 133 | |
| 6 | 2017 | 114 | |
| 7 | 2018 | 82 | |
| 8 | 2012 | 77 | |
| 9 | Forward search value iteration for POMDPs | 2007 | 62 |
| 10 | 2012 | 59 | |
| 11 | 2012 | 58 | |
| 12 | 2019 | 53 | |
| 13 | 2007 | 53 | |
| 14 | 2013 | 46 | |
| 15 | 2015 | 37 | |
| 16 | 2005 | 35 | |
| 17 | EduRank: A Collaborative Filtering Approach to Personalization in E-learning. | 2014 | 34 |
| 18 | 2008 | 32 | |
| 19 | 2015 | 30 | |
| 20 | Estimating false discovery rates for contingency tables | 2009 | 29 |
About Guy Shani
Guy Shani is a scholar working on Artificial Intelligence, Information Systems, Computer Vision and Pattern Recognition, Management Science and Operations Research and Computer Networks and Communications, having authored 108 papers that have together received 3.5k indexed citations. Recurring topics across this work include Recommender Systems and Techniques (25 papers), Logic, Reasoning, and Knowledge (17 papers), AI-based Problem Solving and Planning (16 papers), Multi-Agent Systems and Negotiation (12 papers), Machine Learning and Algorithms (12 papers), Reinforcement Learning in Robotics (12 papers), Advanced Bandit Algorithms Research (12 papers) and Balance, Gait, and Falls Prevention (9 papers). The work is most often cited by research in Information Systems (1.7k citations), Artificial Intelligence (1.4k citations), Management Science and Operations Research (522 citations), Computer Science Applications (207 citations) and Physical Therapy, Sports Therapy and Rehabilitation (126 citations). Guy Shani has collaborated with scholars based in Israel, United States and United Kingdom. Frequent co-authors include Asela Gunawardana, Ronen I. Brafman, Joëlle Pineau, Bracha Shapira, Lior Rokach, Solomon Eyal Shimony, James D. Westphal, Leah Tsror, Orly Erlich and David Heckerman. Their work appears in journals such as Autonomous Agents and Multi-Agent Systems, BMC Geriatrics, Journal of Machine Learning Research, Neurorehabilitation and neural repair and IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics).
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.