Visualization analysis of shipping recruitment information based on Gephi

Yang WANG; Ye TIAN; Tieshan LI; HENC.L.Philip C; Dongcheng PENG; Yihua ZHOU

doi:10.11959/j.issn.2096-0271.2018032

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Visualization analysis of shipping recruitment information based on Gephi

APPLICATION | 更新时间：2024-06-03

- Visualization analysis of shipping recruitment information based on Gephi
- Big Data Research Vol. 4, Issue 3, Pages: 2018032(2018)
- 作者机构：
  
  1. 大连海事大学航海学院，辽宁大连 116026
  2. 澳门大学科技学院，澳门 999078
  3. 大连湾辽渔集团港务分公司，辽宁大连 116026
- 作者简介：
- 基金信息：
- DOI：10.11959/j.issn.2096-0271.2018032
  CLC： TP393
- Online First：2018-05，
  
  Published：15 May 2018
- 稿件说明：
移动端阅览
Yang WANG, Ye TIAN, Tieshan LI, et al. Visualization analysis of shipping recruitment information based on Gephi[J]. Big Data Research, 2018, 4(3): 2018032.
DOI：

Yang WANG, Ye TIAN, Tieshan LI, et al. Visualization analysis of shipping recruitment information based on Gephi[J]. Big Data Research, 2018, 4(3): 2018032. DOI： 10.11959/j.issn.2096-0271.2018032.

摘要

将基于Gephi的社会网络可视化分析方法引入船员招聘数据的关联性分析领域中，通过构造船员招聘数据的属性共现网络，分析了船员招聘信息中各属性之间的关系。通过交互式分析，得到了职位与航线、航线与证书等属性之间的关系，探索了船员数据中各个属性之间的关联程度以及航运招聘信息网络的核心属性，以期为相关部门以及广大船员了解船员市场的变化提供有益的参考。

Abstract

The Gephi-based social network visualization analysis method was introduced into the field of association analysis of crew recruitment data.By constructing the attribute co-occurrence network of crew recruitment data

the relationship between various attributes in the crew recruitment information was analyzed.Through interactive analysis

the correlations such as positions and routes

routes and certificates

can be obtained.What’s more

the degree of correlation between various attributes in the crew data and the core attributes of the shipping recruitment information network were explored

which in order to provide reference and basis for the relevant enterprises and crews to deal with changes in the crew market.

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references

刘勇 , 杜一 . 网络数据可视化与分析利器:Gephi中文教程 [M ] . 北京 : 电子工业出版社 , 2017 : 163 - 164 .

LIU Y , DU Y . Network data visualization and analysis tool:Gephi Chinese Tutorial [M ] . Beijing : Publishing House of Electronics IndustryPress , 2017 : 163 - 164 .

关迎晖 , 向勇 , 陈康 . 基于Gephi的可视分析方法研究与应用 [J ] . 电信科学 , 2013 ( S1 ): 112 - 119 .

GUAN Y H , XIANG R , CHEN K . Research and application of visual analysis method based on Gephi [J ] . Telecommunications Science , 2013 ( S1 ): 112 - 119 .

李学兰 . 基于Gephi的物流金融研究可视化 [J ] . 牡丹江大学学报 , 2017 ( 1 ): 26 - 28 ,46.

LI X L . Visualization of logistics finance research based on Gephi [J ] . Journal of Mudanjiang University , 2017 ( 1 ): 26 - 28 ,46.

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