The Research of Railway Transport Market Subdivision Based on Data Mining Technology

被引：2
|
作者：
Tian, Ya [1 ]
Chen, Jiajuan [1 ]
Wang, Xuebing [1 ]
机构：
[1] Beijing Jiaotong Univ, Sch Traff & Transportat, Beijing, Peoples R China
来源：
IEEE/SOLI'2008: PROCEEDINGS OF 2008 IEEE INTERNATIONAL CONFERENCE ON SERVICE OPERATIONS AND LOGISTICS, AND INFORMATICS, VOLS 1 AND 2 | 2008年
关键词：
Market Subdivision; Cluster analysis; Freight transportation; Railway;
D O I：
10.1109/SOLI.2008.4686381
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
Facing to the characters of railway transport industry, parameters of railway freight market customer subdivision were presented; clustering model K-Means was established for market subdivision. The algorithm of K-Means was modified by using square error and objective function. Actual experiment of railway transport market subdivision is done based on Clementine 8.0 platform, and the features of various submarkets acquired form the experiment was analyzed and described.
引用
收藏
页码：147 / 152
页数：6
相关论文
共 50 条
  • [31] Research on Data Mining Technology Based on Machine Learning Algorithm
    Li, Shangran
    2018 INTERNATIONAL CONFERENCE ON COMPUTER INFORMATION SCIENCE AND APPLICATION TECHNOLOGY, 2019, 1168
  • [32] Research of Big Data Information Mining and Analysis : Technology Based on Hadoop Technology
    Dong, Zhanchi
    2022 INTERNATIONAL CONFERENCE ON BIG DATA, INFORMATION AND COMPUTER NETWORK (BDICN 2022), 2022, : 173 - 176
  • [33] Research of pension fund market risk model based on data mining
    Zhuo, Xianlin
    You, Zhisheng
    Zhang, Taowei
    PROCEEDINGS OF THE FIRST INTERNATIONAL SYMPOSIUM ON DATA, PRIVACY, AND E-COMMERCE, 2007, : 28 - +
  • [34] Research on Precision Marketing of Real Estate Market Based on Data Mining
    Huang, Rong
    Mao, Shuai
    SCIENTIFIC PROGRAMMING, 2022, 2022
  • [35] Research on medical data mining technology
    Liu, Yu
    Gao, Bo
    2017 IEEE 3RD INFORMATION TECHNOLOGY AND MECHATRONICS ENGINEERING CONFERENCE (ITOEC), 2017, : 848 - 852
  • [36] Data Mining Technology in Manufacturing Research
    Tan, Jun
    SUSTAINABLE DEVELOPMENT OF NATURAL RESOURCES, PTS 1-3, 2013, 616-618 : 2034 - 2037
  • [37] Research on the Hydropower Science and Technology in the Era of Big Data Based on Data Mining
    Wan Xing
    Tian Hongfu
    2016 INTERNATIONAL CONFERENCE ON SMART GRID AND ELECTRICAL AUTOMATION (ICSGEA 2016), 2016, : 46 - 49
  • [38] Research on Mining Balanced Competition Strategy in Financial Market Based on Computer Data Mining Method
    Sun, Lishan
    MOBILE INFORMATION SYSTEMS, 2022, 2022
  • [39] Research on trusted sharing method of railway spatiotemporal data based on blockchain technology
    Wang, Yaoyao
    Li, Congxu
    Li, Ping
    Feng, Boqing
    Li, Zongyang
    PROCEEDINGS OF INTERNATIONAL CONFERENCE ON ALGORITHMS, SOFTWARE ENGINEERING, AND NETWORK SECURITY, ASENS 2024, 2024, : 157 - 163
  • [40] Research on data processing method of railway safety information based on NLP technology
    Liu, Jiaxing
    Nie, Tianqi
    Li, Xinqin
    Dong, Xingzhi
    SIXTH INTERNATIONAL CONFERENCE ON ELECTROMECHANICAL CONTROL TECHNOLOGY AND TRANSPORTATION (ICECTT 2021), 2022, 12081
12345