A knowledge graph-based content selection model for data-driven text generation

被引：0
|
作者：
Faculty of Science and Technology, Communication University of China, Beijing [1 ]
100024, China
不详 [2 ]
100024, China
机构：
来源：
Int. J. Reasoning based Intell. Syst. | / 3-4卷 / 205-209期
关键词：
Weather forecasting - Graphic methods - Natural language processing systems;
D O I：
10.1504/IJRIS.2017.090049
中图分类号：
学科分类号：
摘要：
Content selection is a critical task for natural language generation. A novel approach based on knowledge graph is proposed. Structure data is mapping to the graph and combined with user defined knowledge. The model analyses the content selection features on the graph, and automatically learns the content selection rules. The model was evaluated in the domain of weather forecasting. Copyright © 2017 Inderscience Enterprises Ltd.
引用
收藏
相关论文
共 50 条
  • [1] Knowledge Graph-based Algorithm for Text Data Mining
    Zhao, Yu-Feng
    He, Jie
    [J]. Journal of Network Intelligence, 2024, 9 (03): : 1892 - 1906
  • [2] DATA-DRIVEN IMAGE STYLIZATION USING GRAPH-BASED FILTERING
    Sadreazami, Hamidreza
    Asif, Amir
    Mohammadi, Arash
    [J]. 2017 IEEE 30TH CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING (CCECE), 2017,
  • [3] Graph-based data model for the content representation of multimedia data
    Hochin, Teruhisa
    [J]. KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 2, PROCEEDINGS, 2006, 4252 : 1182 - 1190
  • [4] A data-driven and knowledge graph-based analysis of the risk hazard coupling mechanism in subway construction accidents
    Huo, Xiaosen
    Yin, Yuan
    Jiao, Liudan
    Zhang, Yu
    [J]. RELIABILITY ENGINEERING & SYSTEM SAFETY, 2024, 250
  • [5] Data-Driven Methodology for Knowledge Graph Generation Within the Tourism Domain
    Chessa, Alessandro
    Fenu, Gianni
    Motta, Enrico
    Osborne, Francesco
    Recupero, Diego Reforgiato
    Salatino, Angelo
    Secchi, Luca
    [J]. IEEE ACCESS, 2023, 11 : 67567 - 67599
  • [6] Graph-based Text Representation and Knowledge Discovery
    Jin, Wei
    Srihari, Rohini K.
    [J]. APPLIED COMPUTING 2007, VOL 1 AND 2, 2007, : 807 - 811
  • [7] Paleontology Knowledge Graph for Data-Driven Discovery
    Yiying Deng
    Sicun Song
    Junxuan Fan
    Mao Luo
    Le Yao
    Shaochun Dong
    Yukun Shi
    Linna Zhang
    Yue Wang
    Haipeng Xu
    Huiqing Xu
    Yingying Zhao
    Zhaohui Pan
    Zhangshuai Hou
    Xiaoming Li
    Boheng Shen
    Xinran Chen
    Shuhan Zhang
    Xuejin Wu
    Lida Xing
    Qingqing Liang
    Enze Wang
    [J]. Journal of Earth Science, 2024, 35 (03) : 1024 - 1034
  • [8] Paleontology Knowledge Graph for Data-Driven Discovery
    Deng, Yiying
    Song, Sicun
    Fan, Junxuan
    Luo, Mao
    Yao, Le
    Dong, Shaochun
    Shi, Yukun
    Zhang, Linna
    Wang, Yue
    Xu, Haipeng
    Xu, Huiqing
    Zhao, Yingying
    Pan, Zhaohui
    Hou, Zhangshuai
    Li, Xiaoming
    Shen, Boheng
    Chen, Xinran
    Zhang, Shuhan
    Wu, Xuejin
    Xing, Lida
    Liang, Qingqing
    Wang, Enze
    [J]. JOURNAL OF EARTH SCIENCE, 2024, 35 (03) : 1024 - 1034
  • [9] Knowledge Graph-Based Hierarchical Text Semantic Representation
    Wu, Yongliang
    Pan, Xiao
    Li, Jinghui
    Dou, Shimao
    Dong, Jiahao
    Wei, Dan
    [J]. INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2024, 2024
  • [10] Data-Driven Strain Sensor Design Based on a Knowledge Graph Framework
    Ke, Junmin
    Liu, Furong
    Xu, Guofeng
    Liu, Ming
    [J]. SENSORS, 2024, 24 (17)
12345