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Company · Waterloo · Canada

Open Text (Canada)

opentext.comROR OpenAlex
Research works
108
▼ 15% vs 2018-21
Citations
763
7.1 per fractional work
Top-10% rate
5.3%
all institutions 10.0%
Open access
32%
world 40%
International
23%
world 18%
Open Text (Canada)

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.

Which fields of science does Open Text (Canada) work in?

In all years, 74% of research at Open Text (Canada) is in Physical Sciences, 16% in Social Sciences. Its largest fields are Computer Science (56%), Engineering (10%), Biochemistry, Genetics and Molecular Biology (8%). It does 1.8× the world's share of Physical Sciences.

Physical Sciences: 79 fractional works · 73.5% of its workComputer Science: 60 fractional works · 55.8% of its workArtificial Intelligence: 38 fractional works · 35.2% of its workInformation Systems: 11 fractional works · 9.8% of its workComputer Vision and Pattern Recognition: 4 fractional works · 4.1% of its workComputer Networks and Communications: 3 fractional works · 2.8% of its workComputational Theory and Mathematics: 2 fractional works · 2.0% of its workSignal Processing: 1 fractional works · 0.8% of its workComputer Graphics and Computer-Aided Design: 1 fractional works · 0.6% of its workComputer Science Applications: 0 fractional works · 0.4% of its workEngineering: 11 fractional works · 10.0% of its workBuilding and Construction: 6 fractional works · 5.3% of its workControl and Systems Engineering: 2 fractional works · 1.5% of its workIndustrial and Manufacturing Engineering: 1 fractional works · 1.1% of its workMechanical Engineering: 1 fractional works · 0.5% of its workBiomedical Engineering: 0 fractional works · 0.4% of its workAerospace Engineering: 0 fractional works · 0.3% of its workElectrical and Electronic Engineering: 0 fractional works · 0.2% of its workSmaller subfields together: 1 fractional works · 0.7% of its workMaterials Science: 3 fractional works · 2.8% of its workPolymers and Plastics: 2 fractional works · 1.9% of its workBiomaterials: 0 fractional works · 0.3% of its workGeneral Materials Science: 0 fractional works · 0.3% of its workSurfaces, Coatings and Films: 0 fractional works · 0.3% of its workChemistry: 3 fractional works · 2.4% of its workOrganic Chemistry: 2 fractional works · 1.5% of its workAnalytical Chemistry: 1 fractional works · 0.8% of its workSmaller subfields together: 0 fractional works · 0.1% of its workEnvironmental Science: 3 fractional works · 2.4% of its workEnvironmental Engineering: 1 fractional works · 1.2% of its workNature and Landscape Conservation: 0 fractional works · 0.5% of its workIndustrial and Manufacturing Engineering: 0 fractional works · 0.3% of its workManagement, Monitoring, Policy and Law: 0 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.1% of its workPhysics and Astronomy: 0 fractional works · 0.2% of its workSocial Sciences: 17 fractional works · 16.1% of its workSocial Sciences: 6 fractional works · 5.2% of its workPolitical Science and International Relations: 1 fractional works · 1.3% of its workSociology and Political Science: 1 fractional works · 1.3% of its workGeneral Social Sciences: 1 fractional works · 0.9% of its workCommunication: 0 fractional works · 0.3% of its workGender Studies: 0 fractional works · 0.3% of its workLinguistics and Language: 0 fractional works · 0.3% of its workUrban Studies: 0 fractional works · 0.3% of its workLaw: 0 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.3% of its workArts and Humanities: 3 fractional works · 2.8% of its workLanguage and Linguistics: 2 fractional works · 1.4% of its workLiterature and Literary Theory: 1 fractional works · 0.5% of its workMusic: 0 fractional works · 0.5% of its workPhilosophy: 0 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.2% of its workBusiness, Management and Accounting: 3 fractional works · 2.6% of its workStrategy and Management: 2 fractional works · 1.9% of its workManagement of Technology and Innovation: 1 fractional works · 0.6% of its workSmaller subfields together: 0 fractional works · 0.1% of its workDecision Sciences: 3 fractional works · 2.5% of its workInformation Systems and Management: 2 fractional works · 2.1% of its workManagement Science and Operations Research: 0 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.2% of its workPsychology: 2 fractional works · 1.9% of its workSocial Psychology: 1 fractional works · 1.2% of its workExperimental and Cognitive Psychology: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.4% of its workEconomics, Econometrics and Finance: 1 fractional works · 1.1% of its workEconomics and Econometrics: 1 fractional works · 0.7% of its workFinance: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.1% of its workLife Sciences: 10 fractional works · 8.9% of its workBiochemistry, Genetics and Molecular Biology: 9 fractional works · 8.3% of its workMolecular Biology: 9 fractional works · 8.0% of its workGenetics: 0 fractional works · 0.2% of its workAgricultural and Biological Sciences: 1 fractional works · 0.6% of its workFood Science: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.3% of its workHealth Sciences: 2 fractional works · 1.5% of its workMedicine: 1 fractional works · 1.0% of its workCardiology and Cardiovascular Medicine: 0 fractional works · 0.5% of its workGeriatrics and Gerontology: 0 fractional works · 0.5% of its workSmaller subfields together: 0 fractional works · 0.1% of its workHealth Professions: 1 fractional works · 0.5% of its workGeneral Health Professions: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.2% of its workALL ITS WORKOpen Text(Canada)108fractional works, all years
Life Sciences9%Physical Sciences74%Health Sciences2%Social Sciences16%

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 4 domains and 16 fields, with their numbers
    1. Computer Science6055.8%
    2. Engineering1110.0%
    3. Materials Science32.8%
    4. Chemistry32.4%
    5. Environmental Science32.4%
    6. Physics and Astronomy00.2%
    1. Social Sciences65.2%
    2. Arts and Humanities32.8%
    3. Business, Management and Accounting32.6%
    4. Decision Sciences32.5%
    5. Psychology21.9%
    6. Economics, Econometrics and Finance11.1%
    1. Biochemistry, Genetics and Molecular Biology98.3%
    2. Agricultural and Biological Sciences10.6%
    1. Medicine11.0%
    2. Health Professions10.5%
All of science, and how each field's share has moved since 1950: the Science domain explorer

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.

All 10 fields, with their numbers
  1. Computer Science8.16×8 works
  2. Arts and Humanities2.72×1 works
  3. Economics, Econometrics and Finance1.63×0 works
  4. Social Sciences0.79×1 works
  5. Biochemistry, Genetics and Molecular Biology0.74×0 works
  6. Chemistry0.67×0 works
  7. Decision Sciences0.54×0 works
  8. Engineering0.52×1 works
  9. Environmental Science0.26×0 works
  10. Physics and Astronomy0.24×0 works

Who are the top researchers at Open Text (Canada)?

Ranked on the quality score, Tim Bray lead among researchers whose main affiliation is Open Text (Canada).

  1. 1 Tim Bray Canada · #1,634,712 worldwide 2.1k citations · 17 works
All ranked researchers at Open Text (Canada)

What are the most cited papers from Open Text (Canada)?

The most cited paper from Open Text (Canada) is "Inter-sentence Relation Extraction with Document-level Graph Convolutional Neural Network" (Sunil Kumar Sahu, Christopoulou, Efstathia, Makoto Miwa et al., 2019), with 251 citations. Next come "Measuring the Web" (198) and "Automatic feedback using past queries" (148).

Most cited papers
#PaperReleasedCitations
1 Inter-sentence Relation Extraction with Document-level Graph Convolutional Neural Network Sunil Kumar Sahu, Christopoulou, Efstathia, Makoto Miwa et al. · Research Explorer (The University of Manchester) Conference paperOpen access Jul 2019 251
2 Measuring the Web Tim Bray · Computer Networks and ISDN Systems May 1996 198
3 Automatic feedback using past queries Larry Fitzpatrick, Mei Dent Conference paperOpen access 1997 148
4 Event-based text mining for biology and functional genomics Sophia Ananiadou, Paul M. Thompson, Raheel Nawaz et al. · Briefings in Functional Genomics Open access 6 Jun 2014 77
5 Evaluation of information retrieval for E-discovery Douglas W. Oard, Jason R. Baron, Bruce Hedin et al. · Artificial Intelligence and Law 9 Aug 2010 71
All 57 most cited papers, with filters and sorting

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-now: 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 worksExplainable Artificial Intelligence (XAI): 0 fractional worksAdvanced Malware Detecti…0Advanced Malware Detection Techniques: 0 fractional worksSentiment Analysis and Opinion Mining: 0 fractional worksBiomedical Text Mining and Ontologies: 0 fractional worksMachine Learning and Data Classification: 0 fractional works
Artificial IntelligenceComputer Networks and CommunicationsSignal ProcessingMolecular Biology

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 Explainable Artificial Intelligence (XAI) Artificial Intelligence 0 works
  7. 7 Advanced Malware Detection Techniques Signal Processing 0 works
  8. 8 Sentiment Analysis and Opinion Mining Artificial Intelligence 0 works
  9. 9 Biomedical Text Mining and Ontologies Molecular Biology 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: 40% of research is openly available.

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

World: 18% is written across borders.

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

Output in 2022-2025 was 15% lower than in 2018-2021.

still counting1990200020102020
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 Open Text (Canada) as a percentage of every work published that year, 0.0000090% in 2024.

still counting0.00020%0.00040%Open Text (Canada)0.000069% in 20251990200020102020

Fractional works of Open Text (Canada) over all fractional works that year. How the balance of science has shifted.

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 have tabs of their own, above.

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