Guy Shani
Impact in
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- Balance, Gait, and Falls Prevention
- Information Systems top 1%
- Recommender Systems and Techniques
Papers in
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- Logic, Reasoning, and Knowledge 16
- AI-based Problem Solving and Planning 14
- Multi-Agent Systems and Negotiation 10
- Machine Learning and Algorithms 10
- Reinforcement Learning in Robotics 9
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- Recommender Systems and Techniques 20
- Co-authors
- Asela Gunawardana (4 shared papers)Ronen I. Brafman (18 shared papers)Joëlle Pineau (1 shared paper)Bracha Shapira (11 shared papers)Solomon Eyal Shimony (6 shared papers)James D. Westphal (3 shared papers)Lior Rokach (10 shared papers)David Heckerman (3 shared papers)
- Journals
- Autonomous Agents and Multi-Agent Systems (4 papers)BMC Geriatrics (3 papers)IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) (2 papers)Neurorehabilitation and neural repair (2 papers)Journal of Machine Learning Research (2 papers)
- Partner nations
- IsraelUnited StatesUnited Kingdom
In The Last Decade
Guy Shani
92 papers receiving 1.8k citations
Guy Shani's Hit Papers
Peers
Comparison fields: 5 of 131
- Physical Therapy, Sports Therapy and Rehabilitation 124
- Information Systems 544
- Artificial Intelligence 747
- Computer Science Applications 93
- Management Science and Operations Research 174
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 97 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | A Survey of Accuracy Evaluation Metrics of Recommendation Tasks Hit paper breakdown → | 2009 | 347 |
| 2 | 2012 | 257 | |
| 3 | 2018 | 120 | |
| 4 | 2017 | 95 | |
| 5 | 2018 | 77 | |
| 6 | 2012 | 66 | |
| 7 | Forward search value iteration for POMDPs | 2007 | 58 |
| 8 | 2019 | 53 | |
| 9 | 2012 | 51 | |
| 10 | 2015 | 37 | |
| 11 | EduRank: A Collaborative Filtering Approach to Personalization in E-learning. | 2014 | 31 |
| 12 | 2015 | 30 | |
| 13 | Estimating false discovery rates for contingency tables | 2009 | 29 |
| 14 | 2019 | 28 | |
| 15 | 2020 | 26 | |
| 16 | Bayesian real-time dynamic programming | 2009 | 24 |
| 17 | Efficient ADD operations for point-based algorithms | 2008 | 22 |
| 18 | 2008 | 22 | |
| 19 | 2010 | 21 | |
| 20 | 2018 | 20 |
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 Physical Therapy, Sports Therapy and Rehabilitation, having authored 97 papers that have together received 1.9k indexed citations. Recurring topics across this work include Recommender Systems and Techniques (20 papers), Logic, Reasoning, and Knowledge (16 papers), AI-based Problem Solving and Planning (14 papers), Multi-Agent Systems and Negotiation (10 papers), Machine Learning and Algorithms (10 papers), Balance, Gait, and Falls Prevention (9 papers), Reinforcement Learning in Robotics (9 papers) and Advanced Bandit Algorithms Research (9 papers). The work is most often cited by research in Physical Therapy, Sports Therapy and Rehabilitation (124 citations), Information Systems (544 citations), Artificial Intelligence (747 citations), Computer Science Applications (93 citations) and Management Science and Operations Research (174 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, Solomon Eyal Shimony, James D. Westphal, Lior Rokach, David Heckerman, Orly Erlich and Leah Tsror. Their work appears in journals such as Autonomous Agents and Multi-Agent Systems, BMC Geriatrics, IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics), Neurorehabilitation and neural repair and Journal of Machine Learning 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.