SKOS Tool: A Tool for Creating Knowledge Graphs to Support Semantic Text Classification - Advances in Production Management Systems. Towards Smart and Digital Manufacturing Access content directly
Conference Papers Year : 2020

SKOS Tool: A Tool for Creating Knowledge Graphs to Support Semantic Text Classification

Farhad Ameri
  • Function : Author
  • PersonId : 944847
Reid Yoder
  • Function : Author
  • PersonId : 1061592
Kimia Zandbiglari
  • Function : Author
  • PersonId : 1132051

Abstract

Knowledge graphs are being increasingly adopted in industry in order to add meaning to data and improve the intelligence of data analytics methods. Simple Knowledge Management System (SKOS) is a W3C standard for representation of knowledge graphs in a web-native and machine-understandable format. This paper introduces SKOS Tool; a web-based application developed at the Engineering Informatics Lab at Texas State University. It can be used for creating knowledge graphs and concept schemes based on the SKOS standard. The main feature and functions of SKOS Tool are described in this paper. Beyond creating knowledge graphs, SKOS Tool has additional features that can be used to support semantic document classification based on the Bag of Concepts technique. To demonstrate the utilities of SKOS Tool, a use case related to classifications of manufacturing suppliers with Medical Grade Polymer Tubing capabilities is presented.
Fichier principal
Vignette du fichier
504014_1_En_31_Chapter.pdf (2.12 Mo) Télécharger le fichier
Origin : Explicit agreement for this submission
licence : CC BY - Attribution

Dates and versions

hal-03635623 , version 1 (30-06-2023)

Licence

Attribution

Identifiers

Cite

Farhad Ameri, Reid Yoder, Kimia Zandbiglari. SKOS Tool: A Tool for Creating Knowledge Graphs to Support Semantic Text Classification. IFIP International Conference on Advances in Production Management Systems (APMS), Aug 2020, Novi Sad, Serbia. pp.263-271, ⟨10.1007/978-3-030-57997-5_31⟩. ⟨hal-03635623⟩
58 View
87 Download

Altmetric

Share

Gmail Facebook X LinkedIn More