The Formal Framework for Collective Systems

Axioms

Krystian Wojtkiewicz¹  Rafał Palak¹ 

[1] Department of Applied Informatics, Faculty of Management and Computer Science, Wrocław University of Science and Technology, 50-370 Wrocław, Poland;

关键词: collective intelligence;    inference system;    aggregation function;    butterfly effect;    reasoning stop condition;   

DOI  :  10.3390/axioms10020091

来源: DOAJ

【 摘 要 】

Automated reasoning is becoming crucial for information systems. Building one uniform decision support system has become too complicated. The natural approach is to divide the task and combine the results from different subsystems into one uniform answer. It is the basic idea behind the system approach, where one solution is a composition of multiple subsystems. In this paper, the main emphasis is on establishing the theoretical framework that combines various reasoning methods into a collective system. The system’s formal abstraction uses graph theory and provides a discussion on possible aggregation function definitions. The proposed framework is a tool for building and testing specific approaches rather than the solution itself.

【 授权许可】

Unknown