Big Data, the Internet of Things, and the Revised Knowledge Pyramid

被引:0
作者
Jennex, Murray E. [1 ]
机构
[1] San Diego State Univ, Fowler Coll Business, San Diego, CA 92182 USA
来源
DATA BASE FOR ADVANCES IN INFORMATION SYSTEMS | 2017年 / 48卷 / 04期
关键词
Knowledge Pyramid; Big Data; Internet of Things; Analytics; Knowledge Management; BUSINESS INTELLIGENCE; MANAGEMENT; FRAMEWORK; HIERARCHY; ANALYTICS; SCIENCE;
D O I
暂无
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 knowledge pyramid has been used for several years to illustrate the hierarchical relationships between data, information, knowledge, and wisdom. An earlier version of this paper presented a revised knowledge-KM pyramid that included processes such as filtering and sense making, reversed the pyramid by positing there was more knowledge than data, and showed knowledge management as an extraction of the pyramid. This paper expands the revised knowledge pyramid to include the Internet of Things and Big Data. The result is a revision of the data aspect of the knowledge pyramid. Previous thought was of data as reflections of reality as recorded by sensors. Big Data and the Internet of Things expand sensors and readings to create two layers of data. The top layer of data is the traditional transaction / operational data and the bottom layer of data is an expanded set of data reflecting massive data sets and sensors that are near mirrors of reality. The result is a knowledge pyramid that appears as an hourglass.
引用
收藏
页码:69 / 79
页数:11
相关论文
共 45 条
  • [1] Ackoff R. L., 1989, Journal of Applied Systems Analysis, V16, P3
  • [2] [Anonymous], CURRENT ISSUES KNOWL
  • [3] [Anonymous], 2004, DATA INFORM KNOWLEDG
  • [4] [Anonymous], J INFORM SCI
  • [5] [Anonymous], 1999, Proceedings of_the_10th_Australasian_Conference_on_Information_Systems
  • [6] [Anonymous], 1995, The Knowledge Creating
  • [7] [Anonymous], GCN TECHNOLOGY TOOLS
  • [8] [Anonymous], PACIS 2014 P
  • [9] [Anonymous], LEARNING PYRAMIDS
  • [10] [Anonymous], 1998, 31 ANN HAW INT C SYS