Skip to main navigation Skip to search Skip to main content

Research on the knowledge graph for task decision-making based on complex knowledge

  • Jingchao Yang
  • , Hongwei Guo*
  • , Shuai Yang
  • , Qihang Gao
  • *Corresponding author for this work
  • Beijing Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

With the advancement of information technology, various fields such as industry, medicine, finance, and others have accumulated a vast amount of complex knowledge. Complex domain knowledge serves as the basis for task decision-making. Coordinating multi-source heterogeneous knowledge is essential for task decision-making. However, due to its complexity, certain parts of this knowledge are not effectively utilized. To address this issue and establish decision-making techniques that make use of complex knowledge, this paper proposes a knowledge representation and management method based on a knowledge graph. It also explains the key steps involved in constructing a knowledge graph. Through the construction of a knowledge graph in the domain of task decision-making, the integration of complex knowledge and the effective utilization of domain knowledge can be achieved. Furthermore, the application of the knowledge graph in the industrial field is verified.

Original languageEnglish
Title of host publication2024 6th International Conference on Internet of Things, Automation and Artificial Intelligence, IoTAAI 2024
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages588-592
Number of pages5
ISBN (Electronic)9798350386974
DOIs
Publication statusPublished - 2024
Event6th International Conference on Internet of Things, Automation and Artificial Intelligence, IoTAAI 2024 - Guangzhou, China
Duration: 26 Jul 202428 Jul 2024

Publication series

Name2024 6th International Conference on Internet of Things, Automation and Artificial Intelligence, IoTAAI 2024

Conference

Conference6th International Conference on Internet of Things, Automation and Artificial Intelligence, IoTAAI 2024
Country/TerritoryChina
CityGuangzhou
Period26/07/2428/07/24

Keywords

  • knowledge extraction
  • knowledge graph construction
  • ontology construction
  • task decision-making

Fingerprint

Dive into the research topics of 'Research on the knowledge graph for task decision-making based on complex knowledge'. Together they form a unique fingerprint.

Cite this