Marina Sokolova
Marina Sokolova publishes mostly in Artificial Intelligence, Sociology and Political Science and Social Psychology, on topics such as Topic Modeling, Sentiment Analysis and Opinion Mining and Advanced Text Analysis Techniques.
- World rank
- #69,442 of 1,633,909 ranked researchers
- Rank in Canada
- #2,194 of 38,960
- Works
- 25
- Citations
- 1.2k
- Citations per work
- 47.4
What does Marina Sokolova research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence66% of their works
- 2Sociology and Political Science5% of their works
- 3Social Psychology5% of their works
- 4Public Health, Environmental and Occupational Health3% of their works
- 5History and Philosophy of Science3% of their works
- 6Developmental and Educational Psychology3% of their works
Research topics
Which keywords describe Marina Sokolova's research?
The keywords of their largest research topics: Machine Learning, Deep Learning, Neural Networks, Social Media, Text Classification, Machine Translation, Opinion Mining and Sentiment Analysis.
- Neural Machine Translation
- Psychological Language Analysis
- Multi-label Learning
- Feature Selection
- Emotional Disclosure
- Active Learning
- Sentiment Analysis
- Machine Translation
- Social Media
- Deep Learning
- Machine Learning
- Neural Networks
- Text Classification
- Opinion Mining
- Word Representation
- Automatic
- Extraction
- Hyperparameter Optimization
- Noisy Labels
- Semi-Supervised Learning
- Statistical Machine Translation
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 21 words, with their numbers
- Machine Learning103 topics
- Deep Learning82 topics
- Neural Networks82 topics
- Social Media82 topics
- Text Classification82 topics
- Machine Translation61 topic
- Opinion Mining61 topic
- Sentiment Analysis61 topic
- Word Representation61 topic
- Active Learning21 topic
- Automatic21 topic
- Emotional Disclosure21 topic
- Extraction21 topic
- Feature Selection21 topic
- Hyperparameter Optimization21 topic
- Multi-label Learning21 topic
- Noisy Labels21 topic
- Psychological Language Analysis21 topic
- Semi-Supervised Learning21 topic
- Neural Machine Translation11 topic
- Statistical Machine Translation11 topic
Where does Marina Sokolova work?
Marina Sokolova's main affiliation in the publication record is University of Ottawa, Canada.
How many publications and citations does Marina Sokolova have?
Science Explorer counts 25 works and 1,185 citations for Marina Sokolova, ranking #69,442 of 1,633,909 researchers worldwide on the composite 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 are in the interactive view on the map. Is this your page? Request a correction or removal.