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
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
  • [21] DATA MINING TECHNOLOGY FOR SMART CAMPUS IN BEHAVIOR ASSOCIATION ANALYSIS OF COLLEGE STUDENTS
    Zhang, Jun
    Kuang, Yunxin
    Zhou, Jian
    Scalable Computing, 2024, 25 (06): : 5701 - 5713
  • [22] Neutrosophic Association Rule Mining Algorithm for Big Data Analysis
    Abdel-Basset, Mohamed
    Mohamed, Mai
    Smarandache, Florentin
    Chang, Victor
    SYMMETRY-BASEL, 2018, 10 (04):
  • [23] Design and Implementation of Campus Service System Platform Based on Big Data
    Zheng, Honglei
    Guo, Hong
    2019 22ND IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND ENGINEERING (IEEE CSE 2019) AND 17TH IEEE INTERNATIONAL CONFERENCE ON EMBEDDED AND UBIQUITOUS COMPUTING (IEEE EUC 2019), 2019, : 299 - 302
  • [24] Construction of Smart Campus Based on Situational Awareness in the Era of Big Data
    Liu, Yang
    Shao, Liang-Shan
    PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON COMPUTER ENGINEERING AND INFORMATION SYSTEMS, 2016, 52 : 235 - 240
  • [25] On Study of Application of Big Data and Cloud Computing Technology in Smart Campus
    Tang, Zijiao
    1ST INTERNATIONAL GLOBAL ON RENEWABLE ENERGY AND DEVELOPMENT (IGRED 2017), 2017, 100
  • [26] Big Data Based Logistics Data Mining Platform: Architecture and Implementation
    Gao, Fei
    Zhao, Qilan
    INTERNATIONAL JOURNAL OF INTERDISCIPLINARY TELECOMMUNICATIONS AND NETWORKING, 2014, 6 (04) : 24 - 34
  • [27] Big Building Data - a Big Data Platform for Smart Buildings
    Linder, Lucy
    Vionnet, Damien
    Bacher, Jean-Philippe
    Hennebert, Jean
    CISBAT 2017 INTERNATIONAL CONFERENCE FUTURE BUILDINGS & DISTRICTS - ENERGY EFFICIENCY FROM NANO TO URBAN SCALE, 2017, 122 : 589 - 594
  • [28] Construction of Big Data Mining Platform Based on Cloud Computing
    Sun, Mali
    PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND ENGINEERING, 2015, 17 : 375 - 378
  • [29] Association feature mining algorithm of web accessing data in big data environment
    Gong, Jing
    JOURNAL OF DISCRETE MATHEMATICAL SCIENCES & CRYPTOGRAPHY, 2018, 21 (02): : 333 - 337
  • [30] A Study on Association Rule Mining of Darknet Big Data
    Ban, Tao
    Eto, Masashi
    Guo, Shanqing
    Inoue, Daisuke
    Nakao, Koji
    Huang, Runhe
    2015 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2015,