Science Explorer Interactive view Map
Company · Richardson · United States

Lymba (United States)

lymba.comROR OpenAlex
Research works
20
▼ 69% vs 2013–17
Citations
267
13.2 per fractional work
Top-10% rate
25.9%
record average 16.5%
Open access
32%
world 28%

Not ranked overall: Lymba (United States) is under the volume floor below which an excellence rate is noise. Not ranked is not the same as ranked last.

Which keywords describe research at Lymba (United States)?

By fractional works in all years, weighted toward what it does more of than the world: Data Integration, Semantic Web, Neural Networks, Linked Data, Ontology, Neural Machine Translation, Statistical Machine Translation and Text Classification.

▲ more of its work than of the world’s◆ about the world’s share▼ less than the world’s

Size is fractional works in all years in the topics tagged with each word; colour is the word's share of this institution's work against its share of the world's. The 17 words are chosen for being large and distinctive. Each links to the topic it comes from most.

All 17 words, with their numbers
  1. Data Integration6▲ 134×3 topics
  2. Semantic Web6▲ 206×2 topics
  3. Neural Networks6▲ 28×4 topics
  4. Linked Data4▲ 297×1 topic
  5. Ontology4▲ 130×1 topic
  6. Neural Machine Translation4▲ 265×1 topic
  7. Statistical Machine Translation4▲ 265×1 topic
  8. Text Classification4▲ 224×2 topics
  9. Machine Translation4▲ 183×1 topic
  10. Word Representation4▲ 308×1 topic
  11. Natural Language Processing2▲ 74×2 topics
  12. Text Mining2▲ 104×2 topics
  13. Machine Learning2▲ 3.6×6 topics
  14. Biomedical Literature2▲ 272×1 topic
  15. Biomedical Ontologies2▲ 272×1 topic
  16. Automatic1▲ 209×1 topic
  17. Extraction1▲ 36×1 topic

Which research topics does Lymba (United States) publish most on?

By volume: Semantic Web and Ontologies, Natural Language Processing Techniques, Topic Modeling and Biomedical Text Mining and Ontologies.

Semantic Web and Ontolog…4Semantic Web and Ontologies: 4 fractional worksNatural Language Process…4Natural Language Processing Techniques: 4 fractional worksTopic Modeling4Topic Modeling: 4 fractional worksBiomedical Text Mining and Ontologies: 2 fractional worksAdvanced Text Analysis Techniques: 1 fractional worksSpeech and dialogue systems: 1 fractional worksData Quality and Management: 0 fractional worksData Mining Algorithms and Applications: 0 fractional worksData Management and Algorithms: 0 fractional worksSoftware Engineering Research: 0 fractional works
Artificial IntelligenceMolecular BiologyManagement Science and Operations ResearchInformation Systems1 others

Area is fractional works; colour is the subfield each topic belongs to.

  1. 1 Semantic Web and Ontologies Artificial Intelligence 4 works
  2. 2 Natural Language Processing Techniques Artificial Intelligence 4 works
  3. 3 Topic Modeling Artificial Intelligence 4 works
  4. 4 Biomedical Text Mining and Ontologies Molecular Biology 2 works
  5. 5 Advanced Text Analysis Techniques Artificial Intelligence 1 works
  6. 6 Speech and dialogue systems Artificial Intelligence 1 works
  7. 7 Data Quality and Management Management Science and Operations Research 0 works
  8. 8 Data Mining Algorithms and Applications Information Systems 0 works
  9. 9 Data Management and Algorithms Signal Processing 0 works
  10. 10 Software Engineering Research Information Systems 0 works

How open and international is its research?

Against the world’s own shares — the tick on each track. Both are shares of its output, so they sit on one scale and can be read against each other as well as against the world.

openly available32.1%not open67.9%

World: 28% of research is openly available.

with international co-authors8.6%domestic only91.4%

World: 19% is written across borders.

How has Lymba (United States)'s research output changed?

Output in 2018–2022 was 69% lower than in 2013–2017.

201020152020
grewheldshrank

The same series as a ribbon — one cell per year, darker for more. The line above answers how much; this answers when.

Other research institutions in Richardson

All research institutions in Richardson

Research measures only: rankings here say nothing about teaching, admissions or student experience. Comparable institutions and collaboration partners are in the interactive view on the map.