David Poole
Impact in
- Artificial Intelligence top 0.2%
- Bayesian Modeling and Causal Inference
- Logic, Reasoning, and Knowledge
- Semantic Web and Ontologies
- AI-based Problem Solving and Planning
- Multi-Agent Systems and Negotiation
- Machine Learning and Algorithms
- Signal Processing top 1%
- Data Management and Algorithms
Papers in
-
- Bayesian Modeling and Causal Inference 45
- Logic, Reasoning, and Knowledge 37
- Semantic Web and Ontologies 25
- AI-based Problem Solving and Planning 24
- Multi-Agent Systems and Negotiation 9
-
- Data Management and Algorithms 16
- Co-authors
- Nevin L. Zhang (6 shared papers)Craig Boutilier (4 shared papers)Alan K. Mackworth (6 shared papers)Holger H. Hoos (3 shared papers)Ronen I. Brafman (3 shared papers)Adrian E. Raftery (1 shared paper)Carmel Domshlak (2 shared papers)Seyed Mehran Kazemi (8 shared papers)
- Journals
- International Journal of Approximate Reasoning (4 papers)Artificial Intelligence (4 papers)Journal of Artificial Intelligence Research (2 papers)Chemometrics and Intelligent Laboratory Systems (2 papers)Machine Learning (1 paper)
- Partner nations
- CanadaUnited StatesGermany
In The Last Decade
David Poole
103 papers receiving 4.0k citations
Hit Papers
Peers
Comparison fields: 5 of 169
- Artificial Intelligence 3.2k
- Signal Processing 675
- Management Science and Operations Research 521
- Computer Networks and Communications 793
- Software 119
Countries citing papers authored by David Poole
This map shows the geographic impact of David Poole'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 David Poole with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites David Poole more than expected).
Fields of papers citing papers by David Poole
This network shows the impact of papers produced by David Poole. 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 David Poole. The network helps show where David Poole may publish in the future.
Co-authors
The 25 scholars most cited alongside David Poole, 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 109 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | CP-nets: A Tool for Representing and Reasoning withConditional Ceteris Paribus Preference Statements Hit paper breakdown → | 2004 | 443 |
| 2 | 1993 | 309 | |
| 3 | 1996 | 275 | |
| 4 | 2000 | 269 | |
| 5 | First-order probabilistic inference | 2003 | 232 |
| 6 | 2010 | 213 | |
| 7 | 1997 | 188 | |
| 8 | A simple approach to Bayesian network computations | 1994 | 172 |
| 9 | Linear Algebra: A Modern Introduction | 2002 | 140 |
| 10 | Reasoning with conditional ceteris paribus preference statements | 1999 | 130 |
| 11 | 1989 | 130 | |
| 12 | Computing optimal policies for partially observable decision processes using compact representations | 1996 | 118 |
| 13 | On the comparison of theories: preferring the most specific explanation | 1985 | 117 |
| 14 | Normality and faults in logic-based diagnosis | 1989 | 103 |
| 15 | 2016 | 95 | |
| 16 | 2004 | 92 | |
| 17 | 2004 | 72 | |
| 18 | 2017 | 72 | |
| 19 | SimplE embedding for link prediction in knowledge graphs | 2018 | 66 |
| 20 | 1993 | 61 |
About David Poole
David Poole is a scholar working on Artificial Intelligence, Signal Processing, Management Science and Operations Research, Information Systems and Computer Networks and Communications, having authored 109 papers that have together received 4.5k indexed citations. Recurring topics across this work include Bayesian Modeling and Causal Inference (45 papers), Logic, Reasoning, and Knowledge (37 papers), Semantic Web and Ontologies (25 papers), AI-based Problem Solving and Planning (24 papers), Data Management and Algorithms (16 papers), Data Mining Algorithms and Applications (9 papers), Multi-Agent Systems and Negotiation (9 papers) and Data Quality and Management (8 papers). The work is most often cited by research in Artificial Intelligence (3.2k citations), Signal Processing (675 citations), Management Science and Operations Research (521 citations), Computer Networks and Communications (793 citations) and Software (119 citations). David Poole has collaborated with scholars based in Canada, United States and Germany. Frequent co-authors include Nevin L. Zhang, Craig Boutilier, Alan K. Mackworth, Holger H. Hoos, Ronen I. Brafman, Adrian E. Raftery, Carmel Domshlak, Seyed Mehran Kazemi, Giuseppe Carenini and Luc De Raedt. Their work appears in journals such as International Journal of Approximate Reasoning, Artificial Intelligence, Journal of Artificial Intelligence Research, Chemometrics and Intelligent Laboratory Systems and Machine Learning.
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.