Research on application of association rule algorithm in intelligence transportation system

被引:1
|
作者
Qi, Luo [1 ]
Ying, Yu [2 ]
机构
[1] Wuhan Univ Sci & Technol, Informat Engn Sch, Zhongnan Branch, Wuhan 430223, Hubei, Peoples R China
[2] Ctr China Normal Univ, Dept Informat Technol, Wuhan 430079, Peoples R China
关键词
D O I
10.1109/ITST.2006.288793
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
To support the decision-making of traffic control effectively, an association rules algorithm based on data cube was proposed in the paper. First, data cube from database was set up. Then frequent item-set which satisfied the minimum support on data cube was mined out. Furthermore, association rules of frequent item-set were obtained. Finally, redundant association rules were wiped off through the relative method. The algorithm had two advantages, the first was that the executing time of the algorithm was short while searching for the frequent item- set; the second was that the rules' interest. degree was high. The algorithm was also used intelligence traffic system and a few effective patterns were obtained. The results manifested that the algorithm was effective in decision- making support of traffic control.
引用
收藏
页码:114 / +
页数:2
相关论文
共 50 条
  • [41] Research and application of fuzzy association rules algorithm
    Fei, Shufang
    Zheng, Ning
    Yu, Ritai
    IC-BNMT 2007: PROCEEDINGS OF 2007 INTERNATIONAL CONFERENCE ON BROADBAND NETWORK & MULTIMEDIA TECHNOLOGY, 2007, : 125 - 129
  • [42] APPLICATION OF ASSOCIATION RULE MINING ALGORITHM BASED ON 5G TECHNOLOGY IN INFORMATION MANAGEMENT SYSTEM
    Gao, Juan
    Chen, Zidi
    SCALABLE COMPUTING-PRACTICE AND EXPERIENCE, 2023, 24 (02): : 139 - 149
  • [43] Research on the Application of BIM plus GIS plus Artificial Intelligence in Smart Transportation
    Zheng, Linyan
    INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, VIRTUAL REALITY, AND VISUALIZATION (AIVRV 2021), 2021, 12153
  • [44] Mining Method Research With Association Rule Based on Improved Genetic Algorithm
    Wei, Xianmin
    2011 INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT), VOLS 1-4, 2012, : 2456 - 2459
  • [45] Research on the Improvement of Association Rule Algorithm for Power Monitoring Data Mining
    Cao, Mengmeng
    Guo, Chaoyou
    2017 10TH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN (ISCID), VOL 2, 2017, : 112 - 115
  • [46] Research on the privacy preserving algorithm of association rule mining in centralized database
    Wu, Shaofei
    Wang, Hui
    2008 INTERNATIONAL SYMPOSIUM ON INFORMATION PROCESSING AND 2008 INTERNATIONAL PACIFIC WORKSHOP ON WEB MINING AND WEB-BASED APPLICATION, 2008, : 131 - +
  • [47] Application of an Improved Apriori Algorithm in Intelligence Greenhouse System
    Liu Xiao-guo
    Chen Yu
    Proceedings of the 2016 6th International Conference on Applied Science, Engineering and Technology (ICASET), 2016, 77 : 40 - 44
  • [48] Application of Artificial Intelligence in Maritime Transportation
    Chen, Xinqiang
    Ma, Dongfang
    Liu, Ryan Wen
    JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2024, 12 (03)
  • [49] Research on the sports information system based on the association rule mining
    Qiao, Xiaoyue
    BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2019, 125 : 116 - 117
  • [50] Research on the Motion Simulation System Based on Association Rule Mining
    Ma, Zhanke
    CYBER SECURITY INTELLIGENCE AND ANALYTICS, 2020, 928 : 206 - 211