Title :
A Big-Data Perspective on AI: Newton, Merton, and Analytics Intelligence
Author_Institution :
State Key Laboratory of Management and Control for Complex Systems
Abstract :
The flood of big data in cyberspace will require immediate actions from the AI and intelligent systems community to address how we manage knowledge. Besides new methods and systems, we need a total knowledge-management approach that willl require a new perspective on AI. We need "Merton\´s systems" in which machine intelligence and human intelligence work in tandem. This should become a normal mode of operation for the next generation of AI and intelligent systems.
Keywords :
Heiner´s Theory; Merton´s laws; Simon´s Bounded Rationality; analytics intelligence; big data; knowledge management;
Journal_Title :
Intelligent Systems, IEEE
DOI :
10.1109/MIS.2012.91
