Author: VPInstitute

  • Innovation and Design Process Ontology

    Many domain-specific ontologies exist. These ontologies are used in text mining processes to better understand text that is available within the specific domain. Example domains include specific business areas such as marketing or functional areas such as particular types of operations within the intelligence community. This paper makes a step toward developing a broad ontology…

  • Map of science with topic modeling: Comparison of unsupervised learning and human-assigned subject classification

    The delineation of coordinates is fundamental for the cartography of science, and accurate and credible classification of scientific knowledge presents a persistent challenge in this regard. We present a map of Finnish science based on unsupervised-learning classification, and discuss the advantages and disadvantages of this approach vis-à-vis those generated by human reasoning. We conclude that…

  • Visualization of knowledge integration in a Japanese cutting edge research institution: A multi level bibliometric perspective

    The complexity of the problems facing society, such as health care, mobility, or environment, call for solutions cutting across different disciplines. This lies at the heart of interdisciplinary research. Interdisciplinarity has been strongly promoted worldwide over the recent years. For the case of Japan, a prominent example is the WPI (World Premier International Research Center)…

  • Evolution of emerging iPS cell-based therapies for age-related macular degeneration (AMD)

    Stem cell-based regenerative medicine is poised to revolutionize the way diseases are treated. In recent years, induced pluripotent stem (iPS) cells, a newly stem cell species, has attracted significant attention. This paper seeks to understand the pathways along which emerging clinical research efforts in the field of iPS cells is evolved. In particular, the empirical…