Category: ST&I indicators

  • A patento-scientometric approach to venture capital investment prioritization

    This paper proposes an approach to analyzing and prioritizing venture capital investments with the use of scientometric and patentometric indicators. The article highlights the importance of such investments in the development of technology-based companies and their positive impacts on the economic development of regions and countries. It also notes that the managers of venture capital…

  • Clustering scientific documents with topic modeling

    Topic modeling is a type of statistical model for discovering the latent “topics” that occur in a collection of documents through machine learning. Currently, latent Dirichlet allocation (LDA) is a popular and common modeling approach. In this paper, we investigate methods, including LDA and its extensions, for separating a set of scientific publications into several…

  • Graphene: The Worldwide Patent Landscape in 2013

    In 2011 the Patent Informatics team at the Intellectual Property Office analysed patenting activity relating to graphene following a noticeable increase in the number of graphene-related patent applications filed in the UK. Since then the activity in this area has continued to grow in a seemingly exponential manner, as has the media hype surrounding it.…

  • The Role of the National Science Foundation in the Origin and Evolution of Additive Manufacturing in the United States

    Additive manufacturing (AM) is growing rapidly as a field of research, as well as an emerging technology with the potential to revolutionize manufacturing. Firms in the United States are a dominant player in the field, selling over 70% of the professional grade machines to date. This is a fitting time to look at the evolution…