The Use of Machine Learning in Enhancing Data and Information Management Processes in the Context of Knowledge Management Cover Image

The Use of Machine Learning in Enhancing Data and Information Management Processes in the Context of Knowledge Management
The Use of Machine Learning in Enhancing Data and Information Management Processes in the Context of Knowledge Management

Author(s): Robert Pawlak, Paweł Wyrozębski, Ilona Pietras, Joanna Parys
Subject(s): Business Economy / Management
Published by: Szkoła Główna Handlowa w Warszawie, Fundacja Promocji i Akredytacji Kierunków Ekonomicznych
Keywords: data science; machine learning; neural networks; knowledge management; project management

Summary/Abstract: The aim of this article is to describe how machine learning, including neural networks, is used in improving data and information management processes in the context of knowledge management in organisations. In the Polish literature, research on this topic tends to be fragmented. The empirical study presented in this article addresses the identified research gap concerning the use of machine learning methods in enhancing data and information management processes. The research makes use of critical literature analysis and the author’s own research concerning the application of recurrent neural networks. The novel contribution made through this research in Poland was demonstration of the relationship between use of machine learning and the enhancement of knowledge management processes within organisations.

  • Issue Year: 108/2025
  • Issue No: 1
  • Page Range: 52-62
  • Page Count: 11
  • Language: English
Toggle Accessibility Mode