TY - GEN
T1 - Research on Knowledge Extraction of Maritime Operational Decision-Making Sentences
AU - Zhao, Xinye
AU - Lian, Xiaoli
AU - Liu, Peng
AU - Gao, Chengzhi
N1 - Publisher Copyright:
© 2022, Chinese Institute of Command and Control.
PY - 2022
Y1 - 2022
N2 - This paper details the challenges and explores the technical novelty associated with extracting knowledge of maritime operational decision-making sentences. Due to the specificity of the operational decision-making text, many specialized terms will be included in the operational decision-making sentences. For further extraction, it is necessary to first extract the specialized terms in the operational planning sentences to provide support for subsequent synonym identification. In order to identify the terms with the same meaning in the operational decision document when building the operational decision domain knowledge base, avoid the entity redundancy of the domain knowledge base, and at the same time, when extracting the operational decision sentence relationship, it is possible to identify different description methods of the same entity, it is necessary to perform synonym identification on the extracted operational decision terms.
AB - This paper details the challenges and explores the technical novelty associated with extracting knowledge of maritime operational decision-making sentences. Due to the specificity of the operational decision-making text, many specialized terms will be included in the operational decision-making sentences. For further extraction, it is necessary to first extract the specialized terms in the operational planning sentences to provide support for subsequent synonym identification. In order to identify the terms with the same meaning in the operational decision document when building the operational decision domain knowledge base, avoid the entity redundancy of the domain knowledge base, and at the same time, when extracting the operational decision sentence relationship, it is possible to identify different description methods of the same entity, it is necessary to perform synonym identification on the extracted operational decision terms.
KW - Knowledge extraction
KW - Operational decision-making
KW - Operations plan
KW - Text processing
UR - https://www.scopus.com/pages/publications/85137974379
U2 - 10.1007/978-981-19-6052-9_75
DO - 10.1007/978-981-19-6052-9_75
M3 - 会议稿件
AN - SCOPUS:85137974379
SN - 9789811960512
T3 - Lecture Notes in Electrical Engineering
SP - 836
EP - 845
BT - Proceedings of 2022 10th China Conference on Command and Control
PB - Springer Science and Business Media Deutschland GmbH
T2 - 10th China Conference on Command and Control, C2 2022
Y2 - 7 July 2022 through 9 July 2022
ER -