Volume 35 Issue 4
Feb.  2022
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TIAN Xueze. Research status of GIS application in highway engineering field based on knowledge graph[J]. Journal of Shanghai University of Engineering Science, 2021, 35(4): 354-361.
Citation: TIAN Xueze. Research status of GIS application in highway engineering field based on knowledge graph[J]. Journal of Shanghai University of Engineering Science, 2021, 35(4): 354-361.

Research status of GIS application in highway engineering field based on knowledge graph

  • Received Date: 2021-07-08
  • Publish Date: 2022-02-23
  • In order to gain insight into current status and hotspots of geographic information system (GIS) application research in the field of highway engineering in our country, relevant documents in the CNKI database from 2010 to 2020 were used as data sources, and softwares such as COOC, GIGO, SPSS and UCINET were used comprehensively. The research topics of high-frequency keywords in the field were classified through clustering tree diagram analysis, factor analysis and multi-dimensional scale analysis; the social network analysis method was used to draw the co-occurrence network map and centrality analysis of the key words to reveal its research hotspots and structure intuitively. The results show that the hot keywords of GIS research are route design, slope geological hazard susceptibility evaluation, landslide monitoring, pavement management system and so on. Research topics can be divided into three main categories namely: GIS diversification research and application, road transportation network and geological disaster evaluation, road management information and visualization.
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  • [1]
    刘辉. 地理信息系统在国内的应用及其问题浅析[J] . 科技管理研究,2005(11):120 − 122. doi: 10.3969/j.issn.1000-7695.2005.11.041
    [2]
    TAN Q L, BAI M Z, ZHOU P G, et al. Geological hazard risk assessment of line landslide based on remotely sensed data and GIS - Science Direct[J] . Measurement,2021,169:108370. doi: 10.1016/j.measurement.2020.108370
    [3]
    AL-AAMRI A K, HORNBY G, Zhang L C, et al. Mapping road traffic crash hotspots using GIS-based methods: A case study of Muscat Governorate in the Sultanate of Oman[J] . Spatial Statistics,2020,42(5):100458.
    [4]
    BAZLAMIT S M, AHMAD H S, AL-SULEIMAN T I. Pavement maintenance applications using geographic information systems[J] . Procedia Engineering,2017,182:83 − 90. doi: 10.1016/j.proeng.2017.03.123
    [5]
    张驰, 杨坤, 汪双杰, 等. 青藏高原多年冻土区公路智能选线方法[J] . 交通运输工程学报,2016,16(4):14 − 25. doi: 10.3969/j.issn.1671-1637.2016.04.002
    [6]
    程方圆, 姚国明, 奎永才, 等. 集成GIS/BIM的公路隧道数字化管理研究及应用[J] . 隧道建设(中英文),2019,39(12):1973 − 1980.
    [7]
    林报嘉, 刘晓东, 杨川, 等. XGBoost机器学习模型与GIS技术结合的公路崩塌灾害易发性研究[J] . 公路,2020(7):20 − 26.
    [8]
    虞颜, 应国强. 公路工程地理信息系统的应用[J] . 科技通报,2003(1):47 − 49. doi: 10.3969/j.issn.1001-7119.2003.01.011
    [9]
    陈悦, 陈超美, 刘则渊, 等. CiteSpace知识图谱的方法论功能[J] . 科学学研究,2015,33(2):242 − 253. doi: 10.3969/j.issn.1003-2053.2015.02.009
    [10]
    廖琳, 苏涛, 陈春花. 基于1996—2020年文献计量分析的团队冲突管理研究知识图谱与热点趋势研究[J] . 管理学报,2021,18(1):148 − 158. doi: 10.3969/j.issn.1672-884x.2021.01.016
    [11]
    郭晓剑, 胡欢. 基于CiteSpace的我国建筑信息化知识图谱构建和分析[J] . 土木工程与管理学报,2020,37(6):44 − 51. doi: 10.3969/j.issn.2095-0985.2020.06.008
    [12]
    胡慧芳, 郑芬芳. 基于知识图谱的战略性新兴产业十年研究回顾[J] . 科研管理,2020,41(11):240 − 256.
    [13]
    王海芳, 张笑愚, 祖楠楠. 基于知识图谱的国内外供应链金融比较研究[J] . 研究与发展管理,2020,32(5):42 − 57.
    [14]
    刘光阳, 李根. Ucinet国内学术贡献的计量与图谱分析:基于CNKI中文期刊2004—2017年的数据[J] . 图书情报工作,2017,61(2):88 − 98.
    [15]
    马辉, 董美红, 王炜文, 等. 国内外建筑工业化研究进展与趋势:基于Cite Space的可视化分析[J] . 土木工程与管理学报,2020,37(1):43 − 49, 56. doi: 10.3969/j.issn.2095-0985.2020.01.007
    [16]
    赵蓉英, 许丽敏. 文献计量学发展演进与研究前沿的知识图谱探析[J] . 中国图书馆学报,2010,36(5):60 − 68.
    [17]
    HOSSEINI M R, MARTEK I, ZAVADSKAS E K, et al. Critical evaluation of off-site construction research: A scientometric analysis[J] . Automation in Construction,2018,87(1):235 − 247.
    [18]
    李海峰, 王炜. 计算机支持的协作学习研究热点与趋势演进:基于专业期刊文献的知识图谱可视化分析[J] . 现代远距离教育,2019(1):67 − 76. doi: 10.3969/j.issn.1001-8700.2019.01.008
    [19]
    郭婷, 郑颖. 数据挖掘在国内图书情报领域的应用现状分析:基于文献计量分析和共词分析[J] . 情报科学,2015,33(10):91 − 98.
    [20]
    张玉, 郭会雨, 陈建青. 我国数据挖掘研究现状分析:基于共词分析视角[J] . 情报科学,2011,29(10):1589 − 1593.
    [21]
    魏瑞斌. 社会网络分析在关键词网络分析中的实证研究[J] . 情报杂志,2009,28(9):46 − 49. doi: 10.3969/j.issn.1002-1965.2009.09.010
    [22]
    刘军. 整体网分析: UCINET软件实用指南[M]. 2版. 上海: 格致出版社, 上海人民出版社, 2014: 144-184.
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