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What is Ontology-Based Text Analysis

Chapter 17
Handbook of Research on Enhancing Innovation in Higher Education Institutions
An analysis of textual resources carried out by statistical and machine learning methods supported by domain knowledge defined as an ontology
Published in Chapter:
Ontology-Based Measurement of Study Program Innovativeness in the Area of Economics and Management
Anna Sergeevna Kovaleva (St. Petersburg State University of Economics, Russia), Paweł Lula (Cracow University of Economics, Poland), and Janusz Tuchowski (Cracow University of Economics, Poland)
Copyright: © 2020 |Pages: 27
DOI: 10.4018/978-1-7998-2708-5.ch017
Abstract
This chapter evaluates study program innovativeness based on an ontology-based measurement. It was supposed that topics of papers in leading journals in economics and management can be used as a “pattern of innovativeness” to reveal a connection between innovativeness of top innovative study programs of universities and the subjects from the research articles. The proposed method has been implemented by authors in R and Python languages to analyze the programs in economics and management at the top innovative universities. The proposed methodology has a much wider range of applications than the assessment of the innovation of study programs and can be useful for measuring innovative performance of different aspects of research activities or publications and for identification of the top innovative subjects.
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