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Researcher · Acton Institute · United States

Allan M. Collins

Allan M. Collins publishes mostly in Artificial Intelligence, Education and Cognitive Neuroscience, on topics such as Intelligent Tutoring Systems and Adaptive Learning, Speech and dialogue systems and Neurobiology of Language and Bilingualism.

OpenAlex
World rank
#1,293,965
of 7,710,434 ranked researchers
Rank in United States
#411,803
of 1,627,098
Works
30
Citations
10k
Citations per work
335.0
h-index
13
i10-index 13Top 28% in Artificial Intelligence
Allan M. Collins

What does Allan M. Collins research?

Allan M. Collins's work is mostly in Computer Science (39%), Social Sciences (21%), Psychology (19%).

Social Sciences: 12 works · 40.3% of their workSocial Sciences: 6 works · 21.0% of their workEducation: 6 works · 21.0% of their workPsychology: 6 works · 19.3% of their workDevelopmental and Educational Psychology: 3 works · 9.7% of their workExperimental and Cognitive Psychology: 1 works · 4.8% of their workSocial Psychology: 1 works · 4.8% of their workPhysical Sciences: 12 works · 38.7% of their workComputer Science: 12 works · 38.7% of their workArtificial Intelligence: 12 works · 38.7% of their workLife Sciences: 4 works · 12.9% of their workNeuroscience: 4 works · 12.9% of their workCognitive Neuroscience: 4 works · 12.9% of their workEverything else: 2 works · 8.1% of their workTHEIR WORKAllan M. Collins30works
Life Sciences13%Physical Sciences39%Social Sciences40%

Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.

The fields and subfields, with their numbers
    1. Social Sciences621.0%
    2. Psychology619.3%
    1. Computer Science1238.7%
    1. Neuroscience412.9%
  4. Everything else28.1%
  1. 1Artificial Intelligence39% of their works
  2. 2Education21% of their works
  3. 3Cognitive Neuroscience13% of their works
  4. 4Developmental and Educational Psychology10% of their works
  5. 5Social Psychology5% of their works
  6. 6Experimental and Cognitive Psychology5% of their works

Research topics

Which keywords describe Allan M. Collins's research?

The keywords of their largest research topics: Affective States, Intelligent Tutoring Systems, Markov Decision Processes, Spoken Dialogue Systems, Blended Learning, Language Processing, Online Learning and Semantic Memory.

Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.

All 16 words, with their numbers
  1. Affective States51 topic
  2. Intelligent Tutoring Systems51 topic
  3. Markov Decision Processes51 topic
  4. Spoken Dialogue Systems51 topic
  5. Blended Learning41 topic
  6. Language Processing41 topic
  7. Online Learning41 topic
  8. Semantic Memory41 topic
  9. Episodic Memory31 topic
  10. Interactive Whiteboards31 topic
  11. Memory Retrieval31 topic
  12. Pedagogy31 topic
  13. Neural Networks21 topic
  14. Ontology21 topic
  15. Semantic Web21 topic
  16. Word Representation21 topic

Where does Allan M. Collins work?

Allan M. Collins's main affiliation in the publication record is Acton Institute, United States.

How many publications and citations does Allan M. Collins have?

OpenAlex counts 30 works and 10,051 citations for Allan M. Collins, an h-index of 13, ranking #1,293,965 of 7,710,434 researchers worldwide on the quality score.

Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.

Papers, co-authors, who cited this work and researchers on the nearest topics have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

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