Towards a diversified knowledge organization system: An open network of inter-linked subsystems with multiple validity scopes

Research output: Contribution to journalArticlepeer-review

9 Scopus citations

Abstract

Purpose: The need for inclusive and logically consistent representation of diverse and even confronting viewpoints on the domain knowledge has been widely discussed in the literature in the past decade. The purpose of this paper is to propose a generic model for building an open coherent diversified knowledge organization system (KOS). Design/methodology/approach: The proposed model incorporates a generic epistemological component, the validity scope type, assigned to each statement in the constructed KOS. Statements are clustered by their association with various validity scope types into internally coherent subsystems. These subsystems form a knowledge organization network connected through the universal (consensual) subsystems with more than one validity scope type. The model extends the Galili’s Cultural Content Representation paradigm, which divides the knowledge content of a scientific theory into two confronting parts: body and periphery. Findings: The knowledge organization network model makes it possible to comparatively examine similarities and differences among various viewpoints and theories on the domain knowledge. The presented approach conforms with the principle of Open Knowledge Network initiative for creation of open accessible knowledge. Practical implications: The proposed model can be used for ontological reasoning by a variety of information services, such as ontology-based decision-support and learning systems, diversified search and customer management applications. Social implications: The model enables explicit representation of social and cultural minority voices and historical knowledge in the KOS. Originality/value: The main contribution of the proposed model is that it generalizes and enhances various previously proposed representations of epistemological aspects of KOS and allows for multiple inter-linked subsystems to coherently co-exist as part of the extensible network.

Original languageEnglish
Pages (from-to)1124-1138
Number of pages15
JournalJournal of Documentation
Volume75
Issue number5
DOIs
StatePublished - 12 Sep 2019

Bibliographical note

Publisher Copyright:
© 2019, Emerald Publishing Limited.

Keywords

  • Diversified classification systems
  • Diversity
  • Knowledge organization systems
  • Multi-theory classification systems
  • Multi-viewpoint ontology
  • Multi-vocal classification systems
  • Ontologies
  • Ontology
  • Open classification systems

Fingerprint

Dive into the research topics of 'Towards a diversified knowledge organization system: An open network of inter-linked subsystems with multiple validity scopes'. Together they form a unique fingerprint.

Cite this