DocumentCode
3206464
Title
Applied knowledge analytics for military experimentation
Author
Maule, R. William ; Schacher, Gordon ; Gallup, Shelley P. ; McClain, Bryan
fYear
2004
fDate
8-10 Nov. 2004
Firstpage
91
Lastpage
96
Abstract
Knowledge analytics addresses processes for the analysis of integrated quantitative data and qualitative information, within structured and unstructured media. A military experimentation knowledge analytics system and processing methodology is advanced as an instance of knowledge analytics. The referenced knowledge system was developed to analyze new information and communication technologies and supporting organizational processes. In military experimentation the knowledge is developed iteratively such that findings of prior experiments are integrated into future experimentation in a highly dynamic cycle. The methodology addresses knowledge processing and the transition of data into information and information into knowledge. A feature of the approach is the capacity for reach-back and thread analysis to trace knowledge items back to source data, and forward to recommendation, decision and action.
Keywords
data mining; decision making; knowledge management; military computing; very large databases; knowledge analytics; knowledge processing; military experimentation; organizational process; qualitative information; quantitative data; Collaborative tools; Content management; Data mining; Data warehouses; Databases; Knowledge management; Mission critical systems; Real time systems; Resource management; Yarn;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Reuse and Integration, 2004. IRI 2004. Proceedings of the 2004 IEEE International Conference on
Print_ISBN
0-7803-8819-4
Type
conf
DOI
10.1109/IRI.2004.1431442
Filename
1431442
Link To Document