Mark Steyvers

21.5k total citations · 6 hit papers
138 papers, 12.6k citations indexed

About

Mark Steyvers is a scholar working on Artificial Intelligence, Cognitive Neuroscience and General Decision Sciences. According to data from OpenAlex, Mark Steyvers has authored 138 papers receiving a total of 12.6k indexed citations (citations by other indexed papers that have themselves been cited), including 70 papers in Artificial Intelligence, 34 papers in Cognitive Neuroscience and 22 papers in General Decision Sciences. Recurrent topics in Mark Steyvers's work include Topic Modeling (26 papers), Decision-Making and Behavioral Economics (22 papers) and Advanced Text Analysis Techniques (18 papers). Mark Steyvers is often cited by papers focused on Topic Modeling (26 papers), Decision-Making and Behavioral Economics (22 papers) and Advanced Text Analysis Techniques (18 papers). Mark Steyvers collaborates with scholars based in United States, Australia and Netherlands. Mark Steyvers's co-authors include Thomas L. Griffiths, Joshua B. Tenenbaum, Padhraic Smyth, Richard M. Shiffrin, Michal Rosen‐Zvi, Thomas Griffiths, Scott Brown, Eric‐Jan Wagenmakers, Michael Lee and Brandon M. Turner and has published in prestigious journals such as Proceedings of the National Academy of Sciences, PLoS ONE and NeuroImage.

In The Last Decade

Mark Steyvers

132 papers receiving 11.8k citations

Hit Papers

Finding scientific topics 1997 2026 2006 2016 2004 2004 2005 2007 1997 1000 2.0k 3.0k 4.0k

Peers

Mark Steyvers
Comparison fields: 5 of 201
  • Artificial Intelligence 6.3k
  • Cognitive Neuroscience 2.6k
  • Information Systems 1.9k
  • Developmental and Educational Psychology 1.4k
  • Statistical and Nonlinear Physics 1.3k
Replace Thomas L. Griffiths with:
Thomas L. Griffiths United States
Thomas K. Landauer United States
Dan Jurafsky United States
Deb Roy United States
Richard A. Harshman Canada
Lyle Ungar United States
Susan Dumais United States
Eric Horvitz United States
Peter W. Foltz United States
Terry Winograd United States
Thomas L. Griffiths United States View profile →
Citations per field, relative to Mark Steyvers
Mark Steyvers · 1×
Citations per year, relative to Mark Steyvers
Mark Steyvers · 1×

Countries citing papers authored by Mark Steyvers

Since Specialization
Citations

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

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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-authorship network of co-authors of Mark Steyvers

This figure shows the co-authorship network connecting the top 25 collaborators of Mark Steyvers. A scholar is included among the top collaborators of Mark Steyvers based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Mark Steyvers. Mark Steyvers is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
# Work Indexed citations
1 1
2 4
3 0
4 0
5 2
6 10
7 0
8 28
9
An Aha! Walks into a Bar: Joke Completion as a Form of Insight Problem Solving.
1
10
It's not the treasure, it's the hunt: Children are more explorative on an explore/exploit task than adults.
5
11
A Bayesian model of knowledge and metacognitive control: Applications to opt-in tasks.
2
12
Inferring Subjective Prior Knowledge: An Integrative Bayesian Approach
2
13
Route choice in individuals—semantic network navigation
6
14
The aggregative contingent estimation system: Selecting, rewarding, and training experts in a wisdom of crowds approach to forecasting
7
15
Using Inverse Planning and Theory of Mind for Social Goal Inference.
11
16
Learning concept graphs from text with stick-breaking priors
6
17
The Wisdom of Crowds in the Recollection of Order Information
48
18
Modeling Individual Differences with Dirichlet Processes
2
19
Integrating Topics and Syntax
323
20
Prediction and Semantic Association
51

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.

Explore authors with similar magnitude of impact

Rankless by CCL
2026