A Campus Big-Data Platform Architecture for Data Mining and Business Intelligence in Education Institutes

被引:0
|
作者
Zhang, Ningcheng [1 ]
机构
[1] Shanghai Jian Qiao Univ, Shanghai, Peoples R China
关键词
Campus Data; Business Intelligence; Big Data; Data Mining;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Although the commercial business area has witnessed successful applications of BI technologies, in the noncommercial education institute, BI is still in its early adoption phase, partly due to the budget constraint. In addition, the introduction of new Internet-of-Things technologies in campuses brings unprecedented rich data that reflect students' activities in their campus life. The big data provides valuable insight for further improvement of the campus management as well as strategic decision-making of the institutes. On the other hand, it also sets forward challenges on the traditional campus information system. In this paper, we present our big data platform architecture design for the BI application system on the basis of the successful project experience of the university. The architecture has the outstanding advantages in the cost, expandability and scalability. The realized BI analytical functions have played a significant role in the decision making in the university's strategic and routine management.
引用
收藏
页码:282 / 288
页数:7
相关论文
共 50 条
  • [41] ARE YOU READY FOR BIG DATA? GOVERNANCE IN BIG-DATA RESEARCH
    Scheepers, Floortje E.
    Deschamps, Peter
    JOURNAL OF THE AMERICAN ACADEMY OF CHILD AND ADOLESCENT PSYCHIATRY, 2016, 55 (10): : S309 - S309
  • [42] Big Data Analytics Architecture for Security Intelligence
    Dauda, Ahmed
    Mclean, Scott
    Almehmadi, Abdulaziz
    El-Khatib, Khalil
    11TH INTERNATIONAL CONFERENCE ON SECURITY OF INFORMATION AND NETWORKS (SIN 2018), 2018,
  • [43] A Data Reconstruction Method for The Big-Data Analysis
    Mito, Masataka
    Murata, Kenya
    Eguchi, Daisuke
    Mori, Yuichiro
    Toyonaga, Masahiko
    2018 9TH INTERNATIONAL CONFERENCE ON AWARENESS SCIENCE AND TECHNOLOGY (ICAST), 2018, : 319 - 323
  • [44] Conceptual Architecture of GATE Big Data Platform
    Petrova-Antonova, Dessislava
    Krasteva, Iva
    Ilieva, Sylvia
    Pavlova, Irena
    COMPUTER SYSTEMS AND TECHNOLOGIES, 2019, : 261 - 268
  • [45] Technical architecture of integrated big data platform
    Liu, Yuan
    Liu, Yanmei
    Zhong, Minjing
    2022 IEEE INTERNATIONAL CONFERENCE ON TRUST, SECURITY AND PRIVACY IN COMPUTING AND COMMUNICATIONS, TRUSTCOM, 2022, : 1551 - 1556
  • [46] Data mining for robust business intelligence solutions
    Mrazek, J
    PRINCIPLES OF DATA MINING AND KNOWLEDGE DISCOVERY, 1999, 1704 : 580 - 581
  • [48] Business Intelligence, Data Mining, and Future Trends
    Boland, Giles W.
    Thrall, James H.
    Duszak, Richard, Jr.
    JOURNAL OF THE AMERICAN COLLEGE OF RADIOLOGY, 2015, 12 (01) : 9 - 11
  • [49] Visual data mining for business intelligence applications
    Hao, M
    Dayal, U
    Hsu, M
    WEB-AGE INFORMATION MANAGEMENT, PROCEEDINGS, 2000, 1846 : 3 - 14
  • [50] Data mining business intelligence for competitive advantage
    Gupta, RK
    ELECTRONICS INFORMATION & PLANNING, 2001, 29 (01): : 27 - 42