Generic Multidimensional Model of Complex Data: Design and Implementation

被引：1
|
作者：
Khrouf, Kais [1 ]
Turki, Hela [1 ]
机构：
[1] Jouf Univ, King Khaled Rd, Al Jouf, Saudi Arabia
来源：
INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY | 2021年 / 21卷 / 12期
关键词：
Multidimensional Analysis; Star Schema; Complex Data; XML; Tweets; Coronavirus Covid-19;
D O I：
10.22937/IJCSNS.2021.21.12.88
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
The use of data analysis on large volumes of data constitutes a challenge for deducting knowledge and new information. Data can be heterogeneous and complex: Semi-structured data (Example: XML), Data from social networks (Example: Tweets) and Factual data (Example: Spreading of Covid-19). In this paper, we propose a generic multidimensional model in order to analyze complex data, according to several dimensions.
引用
收藏
页码：643 / 647
页数：5
相关论文
共 50 条
  • [1] Managing Complex Multidimensional Data
    Pedersen, Torben Bach
    BUSINESS INTELLIGENCE, EBISS 2012, 2013, 138 : 1 - 28
  • [2] Design and Implementation of Data Warehouse with Data Model using Survey-based Services Data
    Seah, Boon Keong
    Selan, Nor Ezam
    2014 FOURTH INTERNATIONAL CONFERENCE ON INNOVATIVE COMPUTING TECHNOLOGY (INTECH), 2014, : 58 - 64
  • [3] The Network Management Data Model's Design and Implementation in Communication Field
    Chen, Yange
    AUTOMATIC MANUFACTURING SYSTEMS II, PTS 1 AND 2, 2012, 542-543 : 1298 - 1301
  • [4] Multidimensional Data Model for Air Pollution Data Analysis
    Doreswamy
    Harishkumar, K. S.
    2018 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATIONS AND INFORMATICS (ICACCI), 2018, : 1684 - 1689
  • [5] A novel multidimensional model for the OLAP on documents: Modeling, Generation and implementation
    Azabou, Maha
    Khrouf, Kaïs
    Feki, Jamel
    Soulé-Dupuy, Chantal
    Vallès, Nathalie
    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2014, 8748 : 258 - 272
  • [6] A generic framework to achieve complex data exchange in an industrial environment
    Lee, C.
    Ho, G.
    Lau, H.
    Chan, Felix
    INTERNATIONAL JOURNAL OF COMPUTER APPLICATIONS IN TECHNOLOGY, 2007, 28 (2-3) : 180 - 189
  • [7] Design and Implementation of a Health Data Interoperability Mediator
    Kuo, Mu-Hsing
    Kushniruk, Andre William
    Borycki, Elizabeth Marie
    SEAMLESS CARE - SAFE CARE: THE CHALLENGES OF INTEROPERABILITY AND PATIENT SAFETY IN HEALTH CARE, 2010, 155 : 101 - 107
  • [8] The design and implementation of data exchange based on XML
    Fang, Yiqiu
    Gu, Xiaolong
    Ge, Junwei
    PROCEEDINGS OF THE FIRST INTERNATIONAL CONFERENCE ON INFORMATION SCIENCES, MACHINERY, MATERIALS AND ENERGY (ICISMME 2015), 2015, 126 : 1096 - 1099
  • [9] Design of multidimensional analysis system based on business prosperity survey data
    Zhang, Dan
    He, Yue
    Wei, Shiqiang
    Yin, Jing
    PROCEEDINGS OF THE FIFTH INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE AND ENGINEERING MANAGEMENT, 2011, : 222 - 226
  • [10] Design and implementation of a model for business rules automation
    Ali, S
    Soh, B
    Torabi, T
    THIRD INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND APPLICATIONS, VOL 1, PROCEEDINGS, 2005, : 40 - 45
12345