Mark Steyvers
Impact in
- General Decision Sciences top 0.5%
- General Social Sciences top 0.01%
- Computational and Text Analysis Methods
Papers in
-
- Topic Modeling 33
- Advanced Text Analysis Techniques 23
- Natural Language Processing Techniques 16
- Bayesian Modeling and Causal Inference 13
-
- Decision-Making and Behavioral Economics 24
- Co-authors
- Thomas L. Griffiths (12 shared papers)Josh Tenenbaum (6 shared papers)Padhraic Smyth (22 shared papers)Richard M. Shiffrin (6 shared papers)Michal Rosen‐Zvi (3 shared papers)Thomas Morgan Griffiths (2 shared papers)Scott D. Brown (15 shared papers)Eric‐Jan Wagenmakers (9 shared papers)
- Journals
- Cognitive Science (19 papers)Journal of Mathematical Psychology (7 papers)Psychonomic Bulletin & Review (6 papers)Psychological Review (4 papers)Topics in Cognitive Science (4 papers)
- Partner nations
- United StatesAustraliaNetherlands
In The Last Decade
Mark Steyvers
148 papers receiving 14.1k citations
Mark Steyvers's Hit Papers
Peers
Comparison fields: 5 of 202
- General Decision Sciences 614
- General Social Sciences 954
- Artificial Intelligence 7.7k
- Cognitive Neuroscience 2.9k
- Statistical and Nonlinear Physics 1.6k
Countries citing papers authored by Mark Steyvers
This map shows the geographic impact of Mark Steyvers'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 Mark Steyvers with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Mark Steyvers more than expected).
Fields of papers citing papers by Mark Steyvers
This network shows the impact of papers produced by Mark Steyvers. 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 Mark Steyvers. The network helps show where Mark Steyvers may publish in the future.
Co-authors
The 25 scholars most cited alongside Mark Steyvers, 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 157 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Finding scientific topics Hit paper breakdown → | 2004 | 4638 |
| 2 | The author-topic model for authors and documents Hit paper breakdown → | 2004 | 1013 |
| 3 | The Large‐Scale Structure of Semantic Networks: Statistical Analyses and a Model of Semantic Growth Hit paper breakdown → | 2005 | 945 |
| 4 | Topics in semantic representation. Hit paper breakdown → | 2007 | 823 |
| 5 | 1997 | 744 | |
| 6 | Probabilistic author-topic models for information discovery Hit paper breakdown → | 2004 | 455 |
| 7 | Probabilistic Topic Models Hit paper breakdown → | 2015 | 411 |
| 8 | Integrating Topics and Syntax | 2004 | 360 |
| 9 | 2003 | 292 | |
| 10 | 2003 | 244 | |
| 11 | 2011 | 238 | |
| 12 | 2010 | 232 | |
| 13 | 2013 | 195 | |
| 14 | 2001 | 169 | |
| 15 | 2007 | 153 | |
| 16 | 2009 | 141 | |
| 17 | 2013 | 135 | |
| 18 | 2007 | 130 | |
| 19 | 2005 | 128 | |
| 20 | 2009 | 112 |
About Mark Steyvers
Mark Steyvers is a scholar working on Artificial Intelligence, General Decision Sciences, Cognitive Neuroscience, Management Science and Operations Research and Developmental and Educational Psychology, having authored 157 papers that have together received 15.1k indexed citations. Recurring topics across this work include Topic Modeling (33 papers), Decision-Making and Behavioral Economics (24 papers), Advanced Text Analysis Techniques (23 papers), Natural Language Processing Techniques (16 papers), Memory Processes and Influences (15 papers), Neural and Behavioral Psychology Studies (14 papers), Bayesian Modeling and Causal Inference (13 papers) and Child and Animal Learning Development (12 papers). The work is most often cited by research in General Decision Sciences (614 citations), General Social Sciences (954 citations), Artificial Intelligence (7.7k citations), Cognitive Neuroscience (2.9k citations) and Statistical and Nonlinear Physics (1.6k citations). Mark Steyvers has collaborated with scholars based in United States, Australia and Netherlands. Frequent co-authors include Thomas L. Griffiths, Josh Tenenbaum, Padhraic Smyth, Richard M. Shiffrin, Michal Rosen‐Zvi, Thomas Morgan Griffiths, Scott D. Brown, Eric‐Jan Wagenmakers, Michael Lee and Chaitanya Chemudugunta. Their work appears in journals such as Cognitive Science, Journal of Mathematical Psychology, Psychonomic Bulletin & Review, Psychological Review and Topics in Cognitive Science.
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.