Research on the classification of aviation safety reports based on text and knowledge graph

被引:0
|
作者
Zhang, Wenfang [1 ]
Shi, Hongwei [1 ]
Yang, Yang [2 ]
Luo, Yonghui [1 ]
机构
[1] College of Computer Science, Sichuan University, No.24 South Section 1, Yihuan Road, Chengdu,610065, China
[2] Sichuan Airlines Training Centre, No.1 Xinwen Road, West High Tech District, Chengdu,611731, China
来源
Journal of Physics: Conference Series | 2020年 / 1646卷 / 01期
关键词
D O I
暂无
中图分类号
学科分类号
摘要
Knowledge graph
引用
收藏
相关论文
共 50 条
  • [1] Research on Text Classification Based on Knowledge Graph and Multimodal
    Jing, Li
    Yao, Ke
    Computer Engineering and Applications, 2024, 59 (02) : 102 - 109
  • [2] Knowledge Distribution and Text Mining of International Aviation Safety Research
    Li, Jie
    Guo, Xiaohong
    PROCEEDINGS OF THE 15TH INTERNATIONAL CONFERENCE ON MAN-MACHINE-ENVIRONMENT SYSTEM ENGINEERING, 2015, 356 : 151 - 159
  • [3] Relation Classification in Knowledge Graph Based on Natural Language Text
    Song, Yuan
    Rao, Ruo-Nan
    Shi, Jun
    PROCEEDINGS OF 2018 IEEE 9TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND SERVICE SCIENCE (ICSESS), 2018, : 1104 - 1107
  • [4] Research on the Construction Technology of Knowledge Graph in Aviation
    Wang, Xue
    Yang, Xizhong
    Fu, Jiapan
    Qiu, Xuyi
    2019 5TH INTERNATIONAL CONFERENCE ON MECHANICAL AND AERONAUTICAL ENGINEERING (ICMAE 2019), 2020, 751
  • [5] Hazard Analysis for Massive Civil Aviation Safety Oversight Reports Using Text Classification and Topic Modeling
    Xu, Yaxi
    Gan, Zurui
    Guo, Rengang
    Wang, Xin
    Shi, Ke
    Ma, Pengfei
    AEROSPACE, 2024, 11 (10)
  • [6] BaKGraSTeC: A Background Knowledge Graph Based Method for Short Text Classification
    Jiang, Xuhui
    Shen, Yinghan
    Wang, Yuanzhuo
    Jin, Xiaolong
    Cheng, Xueqi
    11TH IEEE INTERNATIONAL CONFERENCE ON KNOWLEDGE GRAPH (ICKG 2020), 2020, : 360 - 366
  • [7] Feature selection based on ACO and knowledge graph for Arabic text classification
    Mosa, Mohamed Atef
    JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, 2024, 36 (07) : 1155 - 1172
  • [8] Semantic Encoding Algorithm for Classification and Retrieval of Aviation Safety Reports
    Gao, Yubing
    Zhu, Guangyu
    Duan, Ya
    Mao, Jianfeng
    IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2024, : 1 - 8
  • [9] A cultural industry text classification method based on knowledge graph information constraints and knowledge fusion
    Ji X.
    International Journal of Web Engineering and Technology, 2024, 19 (02) : 127 - 147
  • [10] Mixed Word Embedding Method Based on Knowledge Graph Augment for Text Classification
    Wang, Hongzhong
    Guo, Kun
    Liu, Zhanghui
    2019 IEEE INTL CONF ON PARALLEL & DISTRIBUTED PROCESSING WITH APPLICATIONS, BIG DATA & CLOUD COMPUTING, SUSTAINABLE COMPUTING & COMMUNICATIONS, SOCIAL COMPUTING & NETWORKING (ISPA/BDCLOUD/SOCIALCOM/SUSTAINCOM 2019), 2019, : 1618 - 1623