Title :
A decision data support mode suited to commander´s associative think pattern
Author :
Jin, Xin ; Yan, Jing-jing ; Liang, Wei-tal ; Li, You-jiang
Author_Institution :
Sci. & Technol. on Inf. Syst. Eng. Lab., Nanjing Res. Inst. of Electron. Eng., Nanjing, China
Abstract :
Military decision is a highly complicated process, in which commander needs to find relations from great amount of data so as to realize the situation. On decision data support, traditional taxonomy and keyword based modes depend on user skills and provide poor support to human associative think pattern. As a complement, a relation-based mode and its realization methods are proposed. Data relations are extracted in a semi-automatic method and stored as RDF (Resource Description Framework) triples, then visualized on user interface as hyperlinks. It is shown that this mode suits better to commander´s associative think pattern, and has lower user skill requirement.
Keywords :
decision support systems; military computing; user interfaces; RDF; Resource Description Framework; commander associative think pattern; data relation extraction; decision data support mode; human associative think pattern; hyperlink; keyword based mode; military decision; relation-based mode; taxonomy based mode; user interface; Abstracts; Humans; Manganese; Servers; Weapons; Data relation mining; Decision data support; Information retrieval; Linked Data; Semantic Web;
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2012 International Conference on
Conference_Location :
Xian
Print_ISBN :
978-1-4673-1484-8
DOI :
10.1109/ICMLC.2012.6359475