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Researcher · University of California San Diego · United States

Margaret E. Roberts

Margaret E. Roberts publishes mostly in Artificial Intelligence, Sociology and Political Science and General Social Sciences, on topics such as Computational and Text Analysis Methods, Social Media and Politics and Media Influence and Politics.

ORCID 0000-0001-6900-4366 OpenAlex
World rank
#35,968
of 7,710,434 ranked researchers
Rank in United States
#13,743
of 1,627,098
Works
206
Citations
13k
Citations per work
60.8
h-index
38
i10-index 57Top 2.5% in Artificial Intelligence
Margaret E. Roberts

What does Margaret E. Roberts research?

Margaret E. Roberts's work is mostly in Social Sciences (44%), Computer Science (22%), Medicine (6%).

Social Sciences: 90 works · 43.7% of their workSocial Sciences: 90 works · 43.7% of their workSociology and Political Science: 30 works · 14.4% of their workGeneral Social Sciences: 25 works · 11.9% of their workPolitical Science and International Relations: 22 works · 10.6% of their workCommunication: 14 works · 6.8% of their workEverything else: 58 works · 28.3% of their workPhysical Sciences: 46 works · 22.5% of their workComputer Science: 46 works · 22.5% of their workArtificial Intelligence: 46 works · 22.5% of their workHealth Sciences: 11 works · 5.5% of their workMedicine: 11 works · 5.5% of their workEndocrinology, Diabetes and Metabolism: 11 works · 5.5% of their workTHEIR WORKMargaret E.Roberts206works
Physical Sciences22%Health Sciences6%Social Sciences44%

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 Sciences9043.7%
  2. Everything else5828.3%
    1. Computer Science4622.5%
    1. Medicine115.5%
  1. 1Artificial Intelligence22% of their works
  2. 2Sociology and Political Science14% of their works
  3. 3General Social Sciences12% of their works
  4. 4Political Science and International Relations11% of their works
  5. 5Communication7% of their works
  6. 6Endocrinology, Diabetes and Metabolism6% of their works

Research topics

Which keywords describe Margaret E. Roberts's research?

The keywords of their largest research topics: Social Media, Topic Modeling, Machine Learning, Natural Language Processing, Computational Text Analysis, Social Science Research, Digital Divide and Media Bias.

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. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.

All 20 words, with their numbers
  1. Social Media464 topics
  2. Topic Modeling412 topics
  3. Machine Learning392 topics
  4. Natural Language Processing392 topics
  5. Computational Text Analysis281 topic
  6. Social Science Research281 topic
  7. Digital Divide141 topic
  8. Media Bias141 topic
  9. Political Economy141 topic
  10. Political Participation141 topic
  11. Neural Networks131 topic
  12. Word Representation131 topic
  13. Detection111 topic
  14. Hate Speech111 topic
  15. Empirical Analysis101 topic
  16. Political Science101 topic
  17. Cushing's Syndrome71 topic
  18. Fake News71 topic
  19. Misinformation71 topic
  20. Pituitary Adenomas71 topic

Where does Margaret E. Roberts work?

Margaret E. Roberts's main affiliation in the publication record is University of California San Diego, United States.

How many publications and citations does Margaret E. Roberts have?

OpenAlex counts 206 works and 12,535 citations for Margaret E. Roberts, an h-index of 38, ranking #35,968 of 7,710,434 researchers worldwide on the quality score.

Ranked on field-normalised citation 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.

Discussion

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