A Study on Association Algorithm of Smart Campus Mining Platform Based on Big Data

被引：8
|
作者：
Yan, Hui [1 ]
Hu, Haiyan [1 ]
机构：
[1] Jilin Business & Technol Coll, Changchun 130062, Jilin, Peoples R China
来源：
2016 INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION, BIG DATA & SMART CITY (ICITBS) | 2017年
关键词：
Big Data; Smart Campus; Apriori Association Algorithm;
D O I：
10.1109/ICITBS.2016.11
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this thesis, jumping out of the traditional data statistic analysis method, the author constructs smart campus data platform and uses Apriori algorithm to make the association analysis on the learning and living data of students in campus in order to excavate their marks, basic information, attendance and states of internet use. In this way, the university can better guide the students to study based on the results of association analysis.
引用
下载
收藏
页码：172 / 175
页数：4
相关论文
共 50 条
  • [1] Application Study of Big-data Mining Based on Campus Card Platform
    Li, Shanna
    2016 2ND INTERNATIONAL CONFERENCE ON FUTURE COMPUTER SUPPORTED EDUCATION (FCSE 2016), 2016, : 58 - 60
  • [2] A Study on Discovery Method of Hot Topics Based on Smart Campus Big Data Platform
    Hu, Haiyan
    Yan, Hui
    2016 INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION, BIG DATA & SMART CITY (ICITBS), 2017, : 176 - 179
  • [3] Application study of data mining based on campus card platform
    Li, Shanna
    PROCEEDINGS OF 2010 CROSS-STRAIT CONFERENCE ON INFORMATION SCIENCE AND TECHNOLOGY, 2010, : 382 - 385
  • [4] Study on the Application of Data Mining based on Campus Card Platform
    Qian, Yuan
    Shi, Quan
    ADVANCES IN MECHATRONICS, AUTOMATION AND APPLIED INFORMATION TECHNOLOGIES, PTS 1 AND 2, 2014, 846-847 : 977 - 980
  • [5] Distributed Big Data Mining Platform for Smart Grid
    Wang, Zhixiang
    Wu, Bin
    Bai, Demeng
    Qin, Jiafeng
    2018 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2018, : 2345 - 2354
  • [6] Mining Algorithm for Association Rules in Big Data Based on Hadoop
    Fu, Chunhua
    Wang, Xiaojing
    Zhang, Lijun
    Qiao, Liying
    ADVANCES IN MATERIALS, MACHINERY, ELECTRONICS II, 2018, 1955
  • [7] Smart Campus with the Big Data
    Zhang, Jianhua
    Xu, Yijing
    PROCEEDINGS OF THE 2015 JOINT INTERNATIONAL SOCIAL SCIENCE, EDUCATION, LANGUAGE, MANAGEMENT AND BUSINESS CONFERENCE (JISEM 2015), 2016, 26 : 159 - 161
  • [8] The Construction of a Smart Campus Model Based on Big Data
    Xie, Peng
    Zhang, Hongmei
    Xu, Wenbao
    Hu, Ying
    2021 6TH INTERNATIONAL CONFERENCE ON SMART GRID AND ELECTRICAL AUTOMATION (ICSGEA 2021), 2021, : 536 - 539
  • [9] A Study on Smart Campus Model in the Era of Big Data
    Liu, Xiong
    Proceedings of the 2016 2nd International Conference on Economics, Management Engineering and Education Technology (ICEMEET 2016), 2016, 87 : 919 - 922
  • [10] Research on adaptive recommendation algorithm for big data mining based on Hadoop platform
    Zhang, Jinming
    INTERNATIONAL JOURNAL OF INTERNET PROTOCOL TECHNOLOGY, 2019, 12 (04) : 213 - 220
12345