Science Explorer Back to mapMap
Discussion
Company · Richardson · United States

Lymba (United States)

lymba.comROR OpenAlex
Research works
20
▼ 100% vs 2018-21
Citations
267
13.2 per fractional work
Top-10% rate
11.3%
all institutions 10.0%
Open access
32%
world 40%
International
9%
world 18%
Lymba (United States)

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 fields of science does Lymba (United States) work in?

In all years, 87% of research at Lymba (United States) is in Physical Sciences, 7% in Life Sciences. Its largest fields are Computer Science (87%), Biochemistry, Genetics and Molecular Biology (7%), Decision Sciences (3%). It does 1.8× the world's share of Physical Sciences.

Physical Sciences: 18 fractional works · 87.3% of its workComputer Science: 18 fractional works · 87.3% of its workArtificial Intelligence: 16 fractional works · 80.6% of its workInformation Systems: 1 fractional works · 4.9% of its workSignal Processing: 0 fractional works · 1.6% of its workLife Sciences: 2 fractional works · 7.4% of its workBiochemistry, Genetics and Molecular Biology: 2 fractional works · 7.4% of its workMolecular Biology: 2 fractional works · 7.4% of its workSocial Sciences: 1 fractional works · 5.3% of its workDecision Sciences: 1 fractional works · 3.3% of its workManagement Science and Operations Research: 1 fractional works · 3.3% of its workBusiness, Management and Accounting: 0 fractional works · 1.6% of its workManagement Information Systems: 0 fractional works · 0.8% of its workStrategy and Management: 0 fractional works · 0.8% of its workPsychology: 0 fractional works · 0.4% of its workClinical Psychology: 0 fractional works · 0.4% of its workALL ITS WORKLymba (UnitedStates)20fractional works, all years
Life Sciences7%Physical Sciences87%Social Sciences5%

Each ring splits the one inside it: the four domains of science, their fields, their subfields. Size is fractional works in all years. Every slice is a page; the interactive view zooms down to single topics and colours each by how much more of it this institution does than the world.

Its 3 domains and 5 fields, with their numbers
    1. Computer Science1887.3%
    1. Biochemistry, Genetics and Molecular Biology27.4%
    1. Decision Sciences13.3%
    2. Business, Management and Accounting01.6%
    3. Psychology00.4%
All of science, and how each field's share has moved since 1950: the Science domain explorer

Who are the top researchers at Lymba (United States)?

Ranked on the quality score, Marta Tatu and Mithun Balakrishna lead among researchers whose main affiliation is Lymba (United States).

  1. 1 Marta Tatu United States · #1,404,909 worldwide 623 citations · 25 works
  2. 2 Mithun Balakrishna United States · #4,755,925 worldwide 79 citations · 20 works
All ranked researchers at Lymba (United States)

What are the most cited papers from Lymba (United States)?

The most cited paper from Lymba (United States) is "*SEM 2012 Shared Task: Resolving the Scope and Focus of Negation" (Roser Morante, Eduardo Blanco, 2012), with 124 citations. Next come "Avoid being the Turkey: How big data analytics changes the game of strategy in times of ambiguity and uncertainty" (77) and "Experiments with reasoning for temporal relations between events" (52).

Most cited papers
#PaperReleasedCitations
1 *SEM 2012 Shared Task: Resolving the Scope and Focus of Negation Roser Morante, Eduardo Blanco 7 Jun 2012 124
2 Avoid being the Turkey: How big data analytics changes the game of strategy in times of ambiguity and uncertainty Mark van Rijmenam, Tatiana Erekhinskaya, Jochen Schweitzer et al. · Long Range Planning Open access 14 Jun 2018 77
3 Experiments with reasoning for temporal relations between events Marta Tatu, Munirathnam Srikanth Conference paperOpen access 2008 52
4 Polaris: Lymba’s Semantic Parser DAN I. MOLDOVAN, Eduardo Blanco Conference paperOpen access May 2012 17
5 Semi-Automatic Domain Ontology Creation from Text Resources Mithun Balakrishna, DAN I. MOLDOVAN, Marta Tatu et al. Conference paperOpen access May 2010 15
All 23 most cited papers, with filters and sorting

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 worksArtificial Intelligence in Games: 0 fractional worksText Readability and Simplification: 0 fractional worksData Mining Algorithms and Applications: 0 fractional works
Artificial IntelligenceMolecular BiologyManagement Science and Operations ResearchInformation Systems

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 Artificial Intelligence in Games Artificial Intelligence 0 works
  9. 9 Text Readability and Simplification Artificial Intelligence 0 works
  10. 10 Data Mining Algorithms and Applications 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: 40% of research is openly available.

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

World: 18% is written across borders.

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

Output in 2022-2025 was 100% lower than in 2018-2021.

201020152020
grewheldshrank

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

Its share of all research

Growing output can still be a shrinking share: all of science grows. This is Lymba (United States) as a percentage of every work published that year, 0.000022% in 2019.

0.000050%0.00010%0.00015%Lymba (United States)0.000031% in 202020102020

Fractional works of Lymba (United States) over all fractional works that year. How the balance of science has shifted.

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 have tabs of their own, above.

Discussion

Ask a question or share a note about Lymba (United States). Posts are plain text and can be reported.