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Topic · Artificial Intelligence

Experience-Based Knowledge Management

Experience-Based Knowledge Management is a research topic within Artificial Intelligence. Science Explorer counts 600 research works in it since 1953. 10.3% of them reached the world's top 10% most cited for their field and year.

This cluster of papers focuses on experience-based knowledge representation and management, including the development of Decisional DNA and Set of Experience Knowledge Structure within ontology systems. It also explores the application of these structures in renewable energy sources, international standards, Internet of Things, cognitive vision systems, and environmental management.

  • Decisional DNA
  • Set of Experience Knowledge Structure
  • Ontology System
  • Renewable Energy Sources
  • International Standards
  • Internet of Things
  • Cognitive Vision Systems
  • Information Technology
  • Semantic-based Academic Social Network
  • Environmental Management
Research works
600
fractional, since 1953
In the world top 10%
62
per year above
Top-10% rate
10.3%
share of its works in the world top 10%
Growth, 2018-21 → 2022-25
-12%
the tick is no change
Largest producer
United States
38% of the 10 largest, 2022-now
Experience-Based Knowledge Management

Which countries lead Experience-Based Knowledge Management research?

By volume, the United States and Indonesia publish the most (30 and 17 works in 2022-now).

By volume, 2022-now

  1. 1 United States 30 works
  2. 2 Indonesia 17 works
  3. 3 China 8 works
  4. 4 Spain 6 works
  5. 5 India 4 works
  6. 6 Germany 3 works
  7. 7 Poland 3 works
  8. 8 Taiwan 3 works
  9. 9 Netherlands 3 works
  10. 10 Italy 3 works

How concentrated that is

The same countries as shares of everything the list above accounts for. A node where two countries do two thirds of the work and one spread evenly across twelve read alike as a ranking and not at all alike here.

United States: 37.6%Indonesia: 20.8%China: 10.0%Spain: 7.5%6 others listed: 24.2%38%largest
United States30 · 37.6%Indonesia17 · 20.8%China8 · 10.0%Spain6 · 7.5%6 others listed20 · 24.2%

Shares of the rows listed above, not of the whole node.

Which institutions lead Experience-Based Knowledge Management research?

By volume in 2022-now, Missouri University of Science and Technology publishes the most Experience-Based Knowledge Management research, followed by National Taipei University of Technology and University of Virginia.

By volume, 2022-now

  1. 1 Missouri University of Science and TechnologyUnited States 2 works
  2. 2 National Taipei University of TechnologyTaiwan 1 works
  3. 3 University of VirginiaUnited States 1 works
  4. 4 LI-COR Biosciences (United States)United States 1 works
  5. 5 Association of British OrchestrasUnited Kingdom 1 works
  6. 6 Universitat Jaume ISpain 1 works
  7. 7 Gdańsk University of TechnologyPoland 1 works
  8. 8 Delft University of TechnologyNetherlands 1 works
  9. 9 National Chin-Yi University of TechnologyTaiwan 1 works
  10. 10 Politecnico di MilanoItaly 1 works

What are the most cited papers in Experience-Based Knowledge Management?

The most cited paper in Experience-Based Knowledge Management is "A synergetic model for implementing an integrated management system: an empirical study in China" (Saixing Zeng, Jonathan Jingsheng SHI, Gaoxiang Lou, 2006), with 362 citations. Next come "A Message from Recent Engineering Graduates in the Workplace: Results of a Survey on Technical Communication Skills" (255) and "Integrated management systems: an examination of the concept and theory" (179).

Most cited papers
#PaperReleasedCitations
1 A synergetic model for implementing an integrated management system: an empirical study in China Saixing Zeng, Jonathan Jingsheng SHI, Gaoxiang Lou · Journal of Cleaner Production 22 May 2006 362
2 A Message from Recent Engineering Graduates in the Workplace: Results of a Survey on Technical Communication Skills P. Sageev, Carol J. Romanowski · Journal of Engineering Education Open access Oct 2001 255
3 Integrated management systems: an examination of the concept and theory G. Wilkinson, B.G. Dale · The TQM Journal Apr 1999 179
4 Virtual Engineering Object (VEO): Toward Experience-Based Design and Manufacturing for Industry 4.0 Syed Imran Shafiq, Cesar Sanín, Carlos Toro et al. · Cybernetics & Systems 17 Feb 2015 160
5 Guidelines for the integration of certifiable management systems in industrial companies Otávio José de Oliveira · Journal of Cleaner Production 2 Jul 2013 134
All 100 most cited papers, with filters and sorting

Where is Experience-Based Knowledge Management research done?

The largest centres of Experience-Based Knowledge Management research in 2022-now are Beijing (China), Rolla (United States), Surabaya (Indonesia) and Jakarta (Indonesia). Among places with at least 20 works in it, it is an unusually large share of all research in Gdańsk.

Largest cities, 2022-now

  1. 1 BeijingChina 3 works
  2. 2 RollaUnited States 2 works
  3. 3 SurabayaIndonesia 2 works
  4. 4 JakartaIndonesia 2 works
  5. 5 BogorIndonesia 2 works
  6. 6 BarcelonaSpain 2 works
  7. 7 MilanItaly 2 works
  8. 8 ShanghaiChina 1 works
  9. 9 LondonUnited Kingdom 1 works
  10. 10 SeoulSouth Korea 1 works

Where it is the local speciality

  1. GdańskPL · 20.7 works58×
← less than its size predicts1×more →

Location quotient: how much more of its research is in Experience-Based Knowledge Management than the world average.

See Experience-Based Knowledge Management on the map

Is Experience-Based Knowledge Management research growing?

Output in 2022-2025 was 12% lower than in 2018-2021, peaking in 2025.

still counting19801990200020102020
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 Experience-Based Knowledge Management as a percentage of every work published that year, 0.00037% in 2024.

still counting0.00050%0.0010%0.0015%Experience-Based Knowledge Management0.00072% in 202519801990200020102020

Fractional works of Experience-Based Knowledge Management over all fractional works that year. How the balance of science has shifted.

How much of it reaches the world top 10%

Year by year.

still counting5%10%15%Experience-Based Knowledge Management9.1% in 20252020

Of each year's works in it, the share that reached the world's 10% most cited for their field and year. A field is the world for its own topics, so there is no other line to hold it against.

Which topics inside it are moving

Growth and decline on one axis around a shared zero. Two lists side by side hide the thing that matters: whether the growth dwarfs the decline, or the other way round.

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