Factor Space, the Theoretical Base of Data Science

被引：1
|
作者：
Wang P.-Z. [1 ]
Liu Z.-L. [2 ]
Shi Y. [3 ]
Guo S.-C. [1 ]
机构：
[1] College of Intelligence Engineering and Mathematics, Liaoning Technical University, Fuxin
[2] National Defense University PLA China, Beijing
[3] Research Center of Fictitious Economy and Data Science, Chinese Academy of Science, Beijing
来源：
Annals of Data Science | 2014年 / 1卷 / 02期
基金：
中国国家自然科学基金;
关键词：
Background relation; Factor space; Factor vane; Factorial databases; Factorial neural networks; Information fusion; Sample cultivation;
D O I：
10.1007/s40745-014-0017-5
中图分类号：
学科分类号：
摘要：
This paper introduces factor space theory, which provides a general coordinate system to describe the real world and a theoretical base for data science. Based on the theory, factorial databases is presented, which carries a new kind of statistics to do intelligent analysis for coming tide of Big Data. © 2014, Springer-Verlag Berlin Heidelberg.
引用
收藏
页码：233 / 251
页数：18
相关论文
共 50 条
  • [1] THEORETICAL VIEWS ON DATA STRUCTURE IN A DATA BASE
    DELOBEL, C
    REVUE FRANCAISE D INFORMATIQUE DE RECHERCHE OPERATIONNELLE, 1971, 5 (NB3): : 37 - &
  • [2] Data-driven Space Science at ESAC Science Data Centre
    Martinez, Beatriz
    Barbarisi, Isa
    Gonzalez, Juan
    Fernandez, Monica
    Laantee, Caroline
    Merin, Bruno
    Nieto, Sara
    Perez, Hector
    Salgado, Jesus
    de Teodoro, Pilar
    ASTRONOMICAL DATA ANALYSIS SOFTWARE AND SYSTEMS XXVIII, 2019, 523 : 409 - 412
  • [3] THEORETICAL ASPECTS ON STRUCTURE OF INFORMATION IN DATA BASE
    DELOBEL, C
    REVUE FRANCAISE D AUTOMATIQUE INFORMATIQUE RECHERCHE OPERATIONNELLE, 1971, 5 (NB3): : 37 - 64
  • [4] Big data in space science and great power of space
    Wang, Chi
    Zou, Ziming
    Hu, Xiaoyan
    Xiong, Senlin
    Kexue Tongbao/Chinese Science Bulletin, 2024, 69 (09): : 1132 - 1136
  • [5] Big data in space science and great power of space
    Wang, Chi
    Zou, Ziming
    Hu, Xiaoyan
    Xiong, Senlin
    CHINESE SCIENCE BULLETIN-CHINESE, 2024, 69 (09): : 1132 - 1136
  • [6] Space data solution for science systems
    不详
    AIRCRAFT ENGINEERING AND AEROSPACE TECHNOLOGY, 1996, 68 (02): : 49 - 49
  • [7] DATA MANAGEMENT AT NATIONAL SPACE SCIENCE DATA CENTER
    VETTE, JI
    KARLOW, N
    JOURNAL OF SPACECRAFT AND ROCKETS, 1970, 7 (10) : 1234 - &
  • [8] Space operations data base and analysis system
    NASA Technical Memorandum, 1990, (4243):
  • [9] Factor Space: The New Science of Causal Relationship
    Bao Y.
    Wang Y.
    Annals of Data Science, 2022, 9 (03) : 555 - 570
  • [10] Factor Space: The New Science of Causal Relationship
    Yanke Bao
    Ying Wang
    Annals of Data Science, 2022, 9 : 555 - 570
12345