Construction and Implementation of Coal Mine Safety Knowledge Graph Based on Historical Accidents
With the rapid development of intelligent coal mine, the field of coal mine also ushered in a large number of heterogeneous data information. Aiming at the data information existing in the field of coal mine, a coal mine safety knowledge atlas centered on coal mine accident cases is constructed. The construction of knowledge graph mainly uses crawler technology to obtain text data of coal mine, Albert-BilSTM-CRF model to realize entity recognition, Albert-BilSTM-ATT to complete relation extraction, and obtain triplet form in the field of coal mine safety. Finally, the obtained triplet form is imported into Neo4J graph database. Form a structured knowledge graph.
Authors
- Yuanan Diao (ORCID: https://orcid.org/0000-0003-4411-3755)
- Minmin Li (ORCID: https://orcid.org/0000-0003-3928-6563)
- Xin Wang (ORCID: https://orcid.org/0000-0002-3692-2483)
Publication Details
- Journal
- Frontiers in Computing and Intelligent Systems
- Published
- 2025-03-27
- DOI
- https://doi.org/10.54097/ype8rn79
- Primary Topic
- Evaluation and Optimization Models
- Type
- article
- Field-Weighted Citation Impact
- 0.00