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Company · Waterloo · Canada

Open Text (Canada)

opentext.comROR OpenAlex
Research works
108
▼ 37% vs 2013–17
Citations
763
7.1 per fractional work
Top-10% rate
3.9%
record average 16.5%
Open access
32%
world 28%

Not ranked overall: Open Text (Canada) is under the volume floor below which an excellence rate is noise. Not ranked is not the same as ranked last.

Field profile

Location quotient across every field it publishes in: outside the ring is more than an institution of this size would be expected to publish, inside it is less.

Biochemistry, Genetics and Molecular Biology: 0.74× its world share, 0 worksBiochemistry, Geneti…Chemistry: 0.67× its world share, 0 worksChemistryComputer Science: 8.16× its world share, 8 worksComputer ScienceEngineering: 0.52× its world share, 1 worksEngineeringEnvironmental Science: 0.26× its world share, 0 worksEnvironmental SciencePhysics and Astronomy: 0.24× its world share, 0 worksPhysics and AstronomyArts and Humanities: 2.72× its world share, 1 worksArts and HumanitiesDecision Sciences: 0.54× its world share, 0 worksDecision SciencesEconomics, Econometrics and Finance: 1.63× its world share, 0 worksEconomics, Econometr…Social Sciences: 0.79× its world share, 1 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Computer Science, 8.2×. Every wedge is a field page.

Which keywords describe research at Open Text (Canada)?

By fractional works in all years, weighted toward what it does more of than the world: Neural Networks, Information Retrieval, Corpus Linguistics, Neural Machine Translation, Statistical Machine Translation, Data Integration, Semantic Web and Machine Learning.

▲ 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 40 words are chosen for being large and distinctive. Each links to the topic it comes from most.

All 40 words, with their numbers
  1. Neural Networks16▲ 14×6 topics
  2. Information Retrieval15▲ 97×4 topics
  3. Machine Learning13▲ 5.5×18 topics
  4. Corpus Linguistics13▲ 61×4 topics
  5. Neural Machine Translation12▲ 139×1 topic
  6. Statistical Machine Translation12▲ 139×1 topic
  7. Data Integration12▲ 45×3 topics
  8. Semantic Web12▲ 75×2 topics
  9. Topic Modeling11▲ 126×2 topics
  10. Natural Language Processing10▲ 79×4 topics
  11. Machine Translation10▲ 84×2 topics
  12. Text Classification10▲ 101×2 topics
  13. Semantic Similarity10▲ 137×1 topic
  14. Word Representation10▲ 137×1 topic
  15. Text Mining8▲ 89×3 topics
  16. Knowledge Management8▲ 16×3 topics
  17. Biomedical Literature7▲ 244×1 topic
  18. Biomedical Ontologies7▲ 244×1 topic
  19. Biomedical Applications6▲ 5.5×3 topics
  20. Deep Learning6▲ 2.7×11 topics
  21. Ionic Liquids6▲ 17×2 topics
  22. Dyeing6▲ 226×1 topic
  23. Textiles6▲ 226×1 topic
  24. Knowledge Representation5▲ 33×3 topics
  25. Big Data5▲ 8.1×8 topics
  26. Description Logics5▲ 44×2 topics
  27. Data Mining4▲ 9.2×4 topics
  28. Linked Data4▲ 55×1 topic
  29. Ontology4▲ 24×1 topic
  30. Search Engines4▲ 441×1 topic
  31. User Behavior4▲ 441×1 topic
  32. Automatic2▲ 74×1 topic
  33. Extraction2▲ 13×1 topic
  34. Security2▲ 4.7×4 topics
  35. Information Visualization2▲ 83×1 topic
  36. Molecular Docking2▲ 13×1 topic
  37. Virtual Screening2▲ 26×1 topic
  38. Visual Analytics2▲ 83×1 topic
  39. Readability Assessment2▲ 188×1 topic
  40. Text Simplification2▲ 188×1 topic

Which research topics does Open Text (Canada) publish most on?

By volume in 2022–2025: Topic Modeling, Text Readability and Simplification, Natural Language Processing Techniques and Network Security and Intrusion Detection.

Topic Modeling2Topic Modeling: 2 fractional worksText Readability and Simplification: 1 fractional worksNatural Language Process…1Natural Language Processing Techniques: 1 fractional worksNetwork Security and Int…1Network Security and Intrusion Detection: 1 fractional worksAdversarial Robustness in Machine Learning: 1 fractional worksBiomedical Text Mining and Ontologies: 0 fractional worksExplainable Artificial I…0Explainable Artificial Intelligence (XAI): 0 fractional worksSentiment Analysis and Opinion Mining: 0 fractional worksAdvanced Malware Detection Techniques: 0 fractional worksMachine Learning and Data Classification: 0 fractional works
Artificial IntelligenceComputer Networks and CommunicationsMolecular BiologySignal Processing

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

  1. 1 Topic Modeling Artificial Intelligence 2 works
  2. 2 Text Readability and Simplification Artificial Intelligence 1 works
  3. 3 Natural Language Processing Techniques Artificial Intelligence 1 works
  4. 4 Network Security and Intrusion Detection Computer Networks and Communications 1 works
  5. 5 Adversarial Robustness in Machine Learning Artificial Intelligence 1 works
  6. 6 Biomedical Text Mining and Ontologies Molecular Biology 0 works
  7. 7 Explainable Artificial Intelligence (XAI) Artificial Intelligence 0 works
  8. 8 Sentiment Analysis and Opinion Mining Artificial Intelligence 0 works
  9. 9 Advanced Malware Detection Techniques Signal Processing 0 works
  10. 10 Machine Learning and Data Classification Artificial Intelligence 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 available32.5%not open67.5%

World: 28% of research is openly available.

with international co-authors23.0%domestic only77.0%

World: 19% is written across borders.

How has Open Text (Canada)'s research output changed?

Output in 2018–2022 was 37% lower than in 2013–2017.

1990200020102020
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 Waterloo

All research institutions in Waterloo

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.