TY - GEN
T1 - Research on the knowledge graph for task decision-making based on complex knowledge
AU - Yang, Jingchao
AU - Guo, Hongwei
AU - Yang, Shuai
AU - Gao, Qihang
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - 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.
AB - 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.
KW - knowledge extraction
KW - knowledge graph construction
KW - ontology construction
KW - task decision-making
UR - http://www.scopus.com/inward/record.url?scp=85207097378&partnerID=8YFLogxK
U2 - 10.1109/IoTAAI62601.2024.10692868
DO - 10.1109/IoTAAI62601.2024.10692868
M3 - Conference contribution
AN - SCOPUS:85207097378
T3 - 2024 6th International Conference on Internet of Things, Automation and Artificial Intelligence, IoTAAI 2024
SP - 588
EP - 592
BT - 2024 6th International Conference on Internet of Things, Automation and Artificial Intelligence, IoTAAI 2024
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 6th International Conference on Internet of Things, Automation and Artificial Intelligence, IoTAAI 2024
Y2 - 26 July 2024 through 28 July 2024
ER -