A survey on the utilization of ontologies for decision-making in industrial product development

Several studies highlight the potential of ontologies for effectively connecting knowledge in complex industrial environments. However, their practical application in decision-making remains insufficiently explored, limiting their adoption in industry. This paper addresses this gap by conducting an empirical study with two objectives: (1) examining the current use of knowledge management solutions and ontologies in industrial product development, and (2) identifying key challenges in their utilization for decision-making. The study compares the theoretical advantages of ontologies with their practical applications, highlighting discrepancies and barriers to adoption. Key challenges include data issues, implementation difficulties, and cultural barriers. Based on these findings, this paper proposes strategic measures to overcome these obstacles and facilitate ontology-driven decision support.

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Publication Details

Journal
Procedia CIRP
Published
2025-01-01
DOI
https://doi.org/10.1016/j.procir.2025.08.113
Primary Topic
Semantic Web and Ontologies
Type
article
Field-Weighted Citation Impact
0.00

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article

A survey on the utilization of ontologies for decision-making in industrial product development

Sandro Wartzack, Stefan Goetz, Jessica Pickel
Procedia CIRP
Semantic Web and Ontologies
article

A survey on the utilization of ontologies for decision-making in industrial product development

Sandro Wartzack, Stefan Goetz, Jessica Pickel
article en

Abstract

Several studies highlight the potential of ontologies for effectively connecting knowledge in complex industrial environments. However, their practical application in decision-making remains insufficiently explored, limiting their adoption in industry. This paper addresses this gap by conducting an empirical study with two objectives: (1) examining the current use of knowledge management solutions and ontologies in industrial product development, and (2) identifying key challenges in their utilization for decision-making. The study compares the theoretical advantages of ontologies with their practical applications, highlighting discrepancies and barriers to adoption. Key challenges include data issues, implementation difficulties, and cultural barriers. Based on these findings, this paper proposes strategic measures to overcome these obstacles and facilitate ontology-driven decision support.

Procedia CIRPVol. 136
Friedrich-Alexander-Universität Erlangen-Nürnberg (DE)
Deutsche Forschungsgemeinschaft
Decent work and economic growth
Openalex Percentile: Top 88%
Semantic Web and Ontologies
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