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Firms' knowledge profiles: Mapping patent data with unsupervised learning

  • Published:2017-02 Issue: Volume:115 Page:131-142
  • ISSN:0040-1625
  • Container-title:Technological Forecasting and Social Change
  • language:en
  • Short-container-title:Technological Forecasting and Social Change

Author:

Suominen ArhoORCID,Toivanen HannesORCID,Seppänen Marko

Funder

Tekes

Academy of Finland

Publisher

Elsevier BV

Subject

Management of Technology and Innovation,Applied Psychology,Business and International Management

Reference55 articles.

1. Measuring technological change through patents and innovation surveys;Archibugi;Technovation,1996

2. The future of technological forecasting;Ayres;Technol. Forecast. Soc. Chang.,1989

3. A correlated topic model of science;Blei;Ann. Appl. Stat.,2007

4. Text Mining: Classification, Clustering, and Applications;Blei,2009

5. Latent dirichlet allocation;Blei;J. Mach. Learn. Res.,2003

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