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Researcher · Kenyon College · United States

Katherine Elkins

Katherine Elkins publishes mostly in Artificial Intelligence, Literature and Literary Theory and Safety Research, on topics such as Ethics and Social Impacts of AI, Explainable Artificial Intelligence (XAI) and Artificial Intelligence in Healthcare and Education.

ORCID 0000-0001-9887-4854 OpenAlex
World rank
#2,060,580
of 7,710,434 ranked researchers
Rank in United States
#623,396
of 1,627,098
Works
48
Citations
410
Citations per work
8.5
h-index
8
i10-index 8Top 56% in Artificial Intelligence
Katherine Elkins

What does Katherine Elkins research?

Katherine Elkins's work is mostly in Computer Science (26%), Arts and Humanities (24%), Social Sciences (20%).

Social Sciences: 21 works · 44.1% of their workArts and Humanities: 12 works · 24.3% of their workLiterature and Literary Theory: 10 works · 20.7% of their workPhilosophy: 2 works · 3.6% of their workSocial Sciences: 10 works · 19.8% of their workSafety Research: 7 works · 15.3% of their workGeneral Social Sciences: 2 works · 4.5% of their workPhysical Sciences: 13 works · 26.1% of their workComputer Science: 13 works · 26.1% of their workArtificial Intelligence: 13 works · 26.1% of their workEverything else: 10 works · 21.7% of their workHealth Sciences: 4 works · 8.1% of their workMedicine: 4 works · 8.1% of their workHealth Informatics: 4 works · 8.1% of their workTHEIR WORKKatherine Elkins48works
Physical Sciences26%Health Sciences8%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. Arts and Humanities1224.3%
    2. Social Sciences1019.8%
    1. Computer Science1326.1%
  3. Everything else1021.7%
    1. Medicine48.1%
  1. 1Artificial Intelligence26% of their works
  2. 2Literature and Literary Theory21% of their works
  3. 3Safety Research15% of their works
  4. 4Health Informatics8% of their works
  5. 5General Social Sciences4% of their works
  6. 6Philosophy4% of their works

Research topics

Which keywords describe Katherine Elkins's research?

The keywords of their largest research topics: Big Data, Machine Learning, Artificial Intelligence, Ethics, Fairness, Interpretable Models, Machine Learning Interpretability and Topic Modeling.

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. Big Data313 topics
  2. Machine Learning313 topics
  3. Artificial Intelligence293 topics
  4. Ethics171 topic
  5. Fairness171 topic
  6. Interpretable Models111 topic
  7. Machine Learning Interpretability111 topic
  8. Topic Modeling102 topics
  9. Healthcare91 topic
  10. Medical Imaging91 topic
  11. Cultural Studies61 topic
  12. French Literature61 topic
  13. Computational Text Analysis51 topic
  14. Neural Networks51 topic
  15. Social Science Research51 topic
  16. Word Representation51 topic
  17. Cyberbiosecurity31 topic
  18. Digital Humanities31 topic
  19. Legal Implications31 topic
  20. Literary History31 topic

Where does Katherine Elkins work?

Katherine Elkins's main affiliation in the publication record is Kenyon College, United States.

How many publications and citations does Katherine Elkins have?

OpenAlex counts 48 works and 410 citations for Katherine Elkins, an h-index of 8, ranking #2,060,580 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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